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Strategic Innovation Assessment  ·  Transformation Roadmap

Tata Steel Supply Chain Innovation

How ready is the IJmuiden supply chain to innovate towards green steel, and which path closes the gap? A systems analysis along the Innovation Function Framework I = f(C, P, S, R, E, N)t, following the Zeremis green-steel line.

Supply Chain Innovation  ·  MSCSCI123  ·  4 EC

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  • Inbound: iron ore, pellets, coal
  • Outbound: downstream plants and customer
  • Transition inputs: scrap, wind power, hydrogen
Submission details

Course code: MSCSCI123 — Supply Chain Innovation (4 EC)

Version: first opportunity (OP1) — final version, 6 November 2026

Lecturers: Dr Alessia Bilancia · Gustavo Rego Ferreira · Lina Budiono

Date of submission: Friday 6 November 2026, 23:59 — Brightspace Submission Portal

Word count: 3,142 (Sections 1–4, body text excluding headings, figure caption and Table 3.1)

Company: Tata Steel Nederland (IJmuiden), within Tata Steel Limited — scope confirmed with the lecturer. Student assignment; the company name and logo identify the case and imply no affiliation.

Website: https://www.innovationtatasteel.com · https://tatasteelinnovation.netlify.app

Author

Floris de Looij

Student number 1038390 · Class SEP26

2.76%Innovation capacity today
9.22%With roadmap executed (2030)
6.75Weighted timing score · Pilot Soon
R = 4Binding constraint: Resources
MSc International Supply Chain Management  ·  Block 1  ·  2026–2027

The question

How ready is Tata Steel’s supply chain to innovate towards green steel, and which transformation path closes the gap?

Tata Steel Nederland must replace its coal-based blast furnaces at IJmuiden by direct-reduced iron and electric arc furnaces. One mechanism runs through the whole report: the rising cost of carbon is at once the incentive for and the brake on that transition, because the carbon bill erodes the cash flow that has to finance the new route. This site is the online version of the written report; each tab is one section, with the finding first and the full text below it.

2.76%Innovation capacity today(8×8×6×4×6×6)×5 / 10⁷
9.22%With the roadmap, 2030R 6 · S 7 · E 7 · N 7 · t 7
0.72%2030 without a decisionno FID; pessimistic scenario 0.63%
6.75Weighted timing scorePilot Soon: decide within 12 months

From blast furnace to DRI/EAF in one picture

€ CO₂ H₂ BLAST FURNACE · COAL GREEN STEEL DRI / EAF · H₂ · POWER 1.66 t CO₂ / t · ETS · CBAM ZEREMIS −5.4 Mt · PHASE 1 · 2030
The report’s cover illustration: the coal-based route on the left, the carbon-cost loop in the centre, the DRI/EAF route with hydrogen and offshore wind on the right (author’s figure; the loop is Figure 2.1 in the report).

The globe at the top of this page shows the same chain in space. Orange lines bring iron ore and coal to the seaport of IJmuiden, blue lines carry coil to the downstream plants and the Zeremis customer, green marks the inputs the transition adds: scrap, offshore wind power and hydrogen. Raw-material origins are indicative: the Annual Report names only ‘international suppliers’ reached ‘via the seaport’ (Tata Steel Nederland, 2026, p. 93); the downstream sites are those listed in the Annual Report.

The report in four sections

Section 1 · C + P

Context & Purpose

Forced from outside, aligned in purpose, not yet funded. Free ETS allowances end 2026–2034; CBAM definitive since 1 January 2026.

Read section 1
Section 2 · S + R

Structure & Resources

Technically ready, financially not. Hydrogen DRI: TRL 8 · MRL 6 · ORL 5 = 19, the Pilot and Monitor zone.

Read section 2
Section 3 · E + N

Environment & Networks

Helps in direction, hinders in time. Five parties Tata Steel needs and does not control, its parent included (Table 3.1).

Read section 3
Section 4 · Integration + t

Transformation Roadmap

Ready in intent, not in means. Innovation capacity 2.76% today → 9.22% with the roadmap → 0.72% without a decision.

Read section 4

Readiness at a glance (0–10 per dimension) click a card to open the scorecard

C
8
Conditions
P
8
Purpose
S
6
Structure
R
4
Resources
E
6
Environment
N
6
Networks
t
5
Time

How to read this site

TabsOne tab per section of the written report; the Framework tab explains the model.
At a glanceEvery section opens with its verdict and three facts on the right; the full text sits below the heading.
CalculatorSection 4 lets you move the seven scores and see the innovation capacity change.
ReferencesAll 52 sources, filterable by author, year or keyword.

Reading guide and glossary

This report answers one question: how ready is Tata Steel’s supply chain to innovate towards green steel, and which path closes the gap? Sections 1 to 3 each assess two dimensions of the Innovation Function Framework (Conditions and Purpose; Structure and Resources; Environment and Networks), Section 4 integrates all six with the time factor into a score, scenarios, recommendations and a roadmap, and Section 5 reflects on the learning process. Each section closes with a short conclusion that returns to the question.

The appendices are grouped: A to C are the integrity statements (sources, AI use, the rules adopted); D holds the key figures of the company with page references to the Annual Report 2025/26; E to G hold the framework and the filled-in scores, scenarios, carbon-cost table and readiness assessments; H and I list the theories used, show how they connect (Figure H.1) and give the filled-in course models. Every figure in the text can be traced to a row in Appendix D or a cited document.

Conventions: all figures are for the financial year 2025/26 (1 April 2025 to 31 March 2026) unless a year is given; money is in euros, € bn and € m in tables; emissions are in tonnes of CO₂ equivalent, scopes 1 and 2 unless stated; scores are the author’s assessment on a 0–10 scale with the evidence and the reason for not scoring higher in Table F.2; ‘per cent’ is written in full in the text. Referencing follows Harvard; tables and figures are numbered by section or appendix. The online version, with a score calculator and filterable references, is at https://www.innovationtatasteel.com and https://tatasteelinnovation.netlify.app.

TermsTerms and abbreviations used in the report (Table 0.1)
TermMeaning in this report
Innovation Function Framework (IFF)Course model of Dr C. Papadopoulou: I = f(C, P, S, R, E, N)^t. Six dimensions are scored 0–10, multiplied, multiplied by the time factor and divided by 10⁷ to give innovation capacity in per cent (Appendix E, Table F.2)
C · ConditionsExternal forces that compel or block innovation: regulation, health and legal pressure, politics, market
P · PurposeThe direction the company has set: targets, the Joint Letter of Intent, climate neutrality by 2045
S · StructureOrganisation, decision rights and the technology base, assessed with TRL, MRL and ORL
R · ResourcesCapital, energy, feedstock and skills; the binding constraint in this report (score 4)
E · EnvironmentThe ecosystem the company depends on: state, grid operator, hydrogen developers, customers, parent
N · NetworksThe quality of collaboration and relationships within that ecosystem
t · TimeUrgency and the window for acting: the years left before free allowances end in 2034
Innovation capacity / readinessThe IFF result in per cent: 2.76 today, 9.22 with the roadmap in 2030, 0.72 without a decision
BF/BOF routeBlast furnace and basic oxygen furnace: the coal-based ironmaking and steelmaking route at IJmuiden
Coking plantPlant that turns coal into coke for the blast furnace; the permits of coking and gas plant 2 may be revoked
DRIDirect reduced iron: iron ore reduced with natural gas or hydrogen instead of coke
EAFElectric arc furnace: melts DRI and scrap with electricity
Hydrogen-readyA gas-fired DRI plant designed to switch to hydrogen later; the real option of Section 4.2
ZeremisTata Steel Nederland’s low-CO₂ steel line: Carbon Lite (allocated reductions, sold now) and embodied green steel after DRI/EAF
Recycled content / scrapShare of scrap in liquid steel: 21 per cent now, about 30 per cent once the EAF runs
EU ETS · EUAEU Emissions Trading System and its allowance (one tonne of CO₂), about €75–80 in 2025/26
Free allocation · CBAMAllowances given free to steelmakers, phased out 2026–2034 as the Carbon Border Adjustment Mechanism phases in; the schedule behind Table F.5
Carbon billEmissions × share of allowances paid × carbon price; the sum in Table F.5 that passes capex in 2030 and operating cash flow in 2031
JLoIJoint Letter of Intent (2023) between the Dutch state and Tata Steel on the transition; non-binding until the tailor-made agreement is signed, now due 1 March 2027
FIDFinal investment decision; the decision the roadmap places in Phase 0
Going concernThe auditor’s material uncertainty about the company’s ability to continue, tied to the intended revocation of the coking-plant permits (April 2026)
SCALEThe reorganisation programme of about 1,200 FTE, effective 1 April 2026
OMOpenbaar Ministerie, the Public Prosecution Service, which summoned Tata Steel IJmuiden in July 2026
Causal loop diagram (CLD)Systems map of variables and their links; B = balancing, R = reinforcing loop (Figure 2.1: B1, R1, R2, B2)
Leverage pointPlace in a system where a small change shifts behaviour (Meadows, 2008); parameters are weakest, rules and decision rights strongest (Table I.2)
Multi-level perspective (MLP)Transition theory of landscape, regime and niche (Geels, 2002; Table I.3)
TRL · MRL · ORLTechnology, manufacturing and organisational readiness levels; summed into readiness zones (Table G.1)
Weighted timing modelCourse decision model with weighted criteria and the zones Act now, Pilot soon and Wait (Table G.2)
ScenarioOne of three futures that vary the hydrogen and carbon prices and recompute the score (Table F.4)
Real optionKeeping a choice open by investing in stages (Dixit and Pindyck, 1994): gas now, hydrogen later
AmbidexterityRunning exploitation and exploration at once; structural ambidexterity separates them in a ring-fenced vehicle
Three HorizonsPortfolio of today’s business, emerging business and future options (Baghai, Coley and White, 1999; Table I.1)
Green premiumPrice above standard steel paid for low-CO₂ steel; €100–150 per tonne assumed in Table F.5
Offtake contractBinding commitment by a customer to buy a volume at agreed terms; recommendation 2
Gibbs’ reflective cycleSix-stage reflection method (description to action plan) used in Section 5
KSA · IDGsKnowledge, skills and attitudes (course learning outcomes); Inner Development Goals (Jordan, 2021)
AIASAI Assessment Scale (Perkins et al., 2024), levels 1–5; level 3 declared in Appendix B
OCF · capexOperating cash flow (€473 m) and capital expenditure (€251 m) in 2025/26
Scope 1 · scope 2Direct emissions of the works; indirect emissions from purchased energy
ISAE 3000Assurance standard under which DNV verifies the Zeremis allocation
TenneTThe Dutch transmission grid operator that allocates grid capacity
Growing with Green SteelResearch consortium of about 30 companies and universities funded by the National Growth Fund
Mt · tCO₂eMillion tonnes; tonnes of CO₂ equivalent
OP1First submission opportunity

Product focus: Zeremis

The analysis follows one product line. Zeremis Carbon Lite is sold today with an allocated footprint reduction of up to 90 per cent and is described by the company as a bridge until embodied green steel from the DRI/EAF route becomes available (Tata Steel Nederland, 2024). The product spans the whole transition: the premium it earns, the offtake it secures and the furnace route it depends on are the financing, network and resource questions of Sections 2 to 4.

WhyWhy Zeremis and not another product line
OptionWhat it isFitLimitationDecision
Zeremis (Carbon Lite now, embodied green steel later)Automotive green steel; allocated footprint reduction up to 90%; GEDIA MOU 2024Spans the whole transition; carries the premium (R2) and offtake questions; links to DRI/EAF and scrapPremiums and volumes not publicChosen
Protact (packaging steel)Polymer-coated steel for cans; IJmuiden a global leaderStrong circularity case (recycling rate above 80%)No green premium; price-driven customers; weak link to financing questionNot chosen
Coated construction steel (Colorcoat range)Roof and wall cladding; EPD-driven demandLinks to real estate and infrastructure; EU Construction Products RegulationSmaller share of IJmuiden output; partly UK-basedNot chosen
High-strength automotive grades (HyperForm, MagiZinc)Thinner, stronger steel for lighter vehiclesProduct innovation in the steel itselfOverlaps with Zeremis, which sells the same grades with a green footprintFolded into Zeremis
DRI/EAF technology as the objectThe furnace route itselfFits the Section 4 technology assessmentAnalyses the plant, not the chain or the customerUsed in Section 2 and 4 only
Scrap and secondary raw materialsInputs rather than outputs; 30% scrap target 2030Links to sourcing, sanctions traceability and metal tradingNot a Tata product; weak fit with purpose and SDG sectionsUsed as resource constraint in Section 2

Preface

This report is my individual assignment for Supply Chain Innovation (MSCSCI123) in the Master in International Supply Chain Management at Rotterdam Business School. It applies the Innovation Function Framework to Tata Steel Nederland and follows one product line, Zeremis, from the blast furnaces at IJmuiden to the customers who will have to pay for green steel.

The case connects three of my interests: finance, infrastructure and military logistics. The analysis confirmed the choice, because the question of who pays for the transition, and when, turned out to be the heart of the case.

I thank Dr Alessia Bilancia, Gustavo Rego Ferreira and Lina Budiono for the lectures and for the example report of 26 October, which set the standard for this analysis, and Dr Chrisoula Papadopoulou for the framework on which it is built. AI was used as declared in Appendix B; the judgements, and any errors, are my own.

Sections 1 to 4 follow the dimensions of the framework, Section 5 reflects on the learning process, and the appendices hold the evidence and the calculations. An online version is available at https://www.innovationtatasteel.com and https://tatasteelinnovation.netlify.app.

Floris de Looij
6 November 2026

Executive summary

Tata Steel Nederland operates one of Europe’s largest integrated steelworks at IJmuiden and emitted about 11 Mt of CO₂ in 2025/26. To survive the withdrawal of free ETS allowances, the health and legal pressure in the IJmond and the demand of automotive customers for green steel, it must replace its blast-furnace route by direct-reduced iron and electric arc furnaces (DRI/EAF). This report assesses how ready the company’s supply chain is for that transition with the Innovation Function Framework I = f(C, P, S, R, E, N)^t, following one product line, Zeremis.

The direction is settled; the capacity to act is not. Conditions and Purpose score 8 of 10: carbon pricing, regulation and the Joint Letter of Intent of September 2025 point to one route, with the binding agreement still pending. Structure, Environment and Networks score 6: partners, customers and the state are in place, but decision rights sit with the parent in India, the binding agreement is due by 1 March 2027 and grid and hydrogen are not ready. Resources score 4, the binding constraint: the company lost €206 million in 2025/26, its operating cash flow of €473 million covered €251 million of capital expenditure, and phase one costs €4–6.5 billion, of which €2.3–4.0 billion must be borrowed; so the carbon cost that makes the transition necessary erodes the cash flow that must service it, a reinforcing loop that explains why the investment decision keeps slipping. Innovation capacity is 2.76 per cent today, 9.22 per cent with the roadmap executed and 0.72 per cent without a decision; the weighted timing model gives 6.75, Pilot Soon.

Five recommendations follow: take the final investment decision on a gas-fired, hydrogen-ready DRI/EAF unit within twelve months; convert Zeremis offtake intentions into binding contracts with premiums; build a scrap and ore network with full origin traceability; negotiate grid connection and hydrogen supply together with the state agreement; and ring-fence the transition in a vehicle with the state as co-investor. The roadmap phases these to 2030, from 2030 and to 2045. Luxembourg’s transition of 1975–1997 is the lesson: a negotiated exit saves an industry, but only a funded first phase saves the primary route.

1Context & Purpose Analysis C + P

1.1Global sustainability challenges driving the company’s innovation requirements

Tata Steel Nederland runs an integrated chain from one site: ore and coal arrive by sea, two coking plants and two blast furnaces make 6.7 Mt of liquid steel a year, the strip is finished on site and in twenty downstream plants for automotive, packaging and construction (Tata Steel Nederland, 2026). Innovation means replacing the coal-based ironmaking step; three conditions force it.

Carbon pricing is the first. Steel emissions come from chemistry, not fuel (Bataille et al., 2018); Tata Steel Nederland emitted about 11 Mt in 2025/26, 1.66 tonnes of CO₂e (scopes 1 and 2) per tonne of crude steel (Tata Steel Nederland, 2026). Free ETS allowances for steel are withdrawn in 2026–2034 and the CBAM entered its definitive phase on 1 January 2026 (European Parliament and Council, 2023a; 2023b). The response is to replace blast furnace 7 and coking plant 2 by direct-reduced iron with an electric arc furnace (DRI/EAF), cutting at least 5.4 Mt a year (±0.6 Mt in the JLoI) in phase one, half of actual emissions (licensed maximum 12.6 Mt) (Tata Steel Nederland, 2026). However, that response is financed from the cash flow the carbon cost erodes; carbon pricing alone does not finance first commercial plants (Vogl, Åhman and Nilsson, 2021).

Health and legal pressure form the second: RIVM (2023) linked deposition from the works to health risks in the IJmond, and the Public Prosecution Service has summoned Tata Steel IJmuiden for releasing harmful substances (Openbaar Ministerie, 2026). The response is the earlier closure of coking plant 2 (Tweede Kamer, 2025). However, legal costs compete with the transition for funds.

The third works the other way: the EU Steel and Metals Action Plan treats primary steel as strategic for infrastructure and defence (European Commission, 2025), a case for keeping IJmuiden open; strategic importance, however, brings political backing, not capital.

1.2Strategic purpose alignment with innovation goals

The purpose is explicit and since September 2025 written into a Joint Letter of Intent (JLoI) with the state, non-binding until the tailor-made agreement is signed. The JLoI sets the DRI/EAF route, first units around 2030, and climate neutrality by 2045 at the latest (Tata Steel Nederland, 2025; Tweede Kamer, 2025). The state offers up to €2 billion plus €200 million for the fuel switch (Tweede Kamer, 2026); phase one costs €4–6.5 billion, of which €2.3–4.0 billion is planned as external debt (Tata Steel Nederland, 2026). In direction, P and C are aligned. However, the company lost €206 million in 2025/26, operating cash flow of €473 million covers €251 million of capital expenditure, not a programme twenty times larger, and the auditor flags a material uncertainty about going concern because the Environment Agency and the province announced in April 2026 their intention to revoke the permits of the coking and gas plants (Tata Steel Nederland, 2026). The purpose is fundable only with debt the parent must guarantee and aid the Commission must approve, under a licence that may be withdrawn first.

The misalignment is time and money: the JLoI aimed at a binding agreement by 30 September 2026, but the date slipped to 1 March 2027 because technical, financial and legal terms are unsettled and the province wants the coking and gas plants closed earlier (Rijksoverheid, 2026); the union adds that the parent has not committed (FNV, 2026).

1.3SDGs and circular economy principles applied

The transition serves SDG 9, 12 and 13, with SDG 3 decisive locally (United Nations, 2015). SDG 13: the 5.4 Mt cut in phase 1. SDG 3: the earlier closure of coking plant 2. SDG 12: recycled content rising from 21 per cent (17 in 2019) to 30 per cent once the EAF runs (Tata Steel Nederland, 2026). SDG 9: Zeremis, sold before the route exists (Tata Steel Nederland, 2024). Circularity enters through feedstock and energy: the EAF melts scrap with direct-reduced iron, a make-use-remake loop (Ellen MacArthur Foundation, 2013; Geissdoerfer et al., 2017), and the power plants bought from Vattenfall on 1 January 2026 recover process gases as electricity in-house (Tata Steel Nederland, 2026). Copper and tin in post-consumer scrap limit its share in automotive grades, so circularity reduces but does not remove the need for DRI (Daehn, Cabrera Serrenho and Allwood, 2017).

1.4Conclusion

C and P show a transition forced by regulation, health and politics, with a purpose pointing the same way; the binding issue is financing and timing (Section 2).

2Structure & Resources Evaluation S + R

2.1Organisational innovation capabilities and governance

Innovation at Tata Steel Nederland is a subsidiary function within a listed Indian group, which sets the pace of decisions. IJmuiden has a research centre, the product record behind Zeremis, and a management team that designed the DRI/EAF route and contracted Danieli and Tenova (Eurometal, 2024). The capital decision, however, belongs to the board in Mumbai, which has not signed the agreement (FNV, 2026).

This is the ambidexterity problem: the blast furnaces fund the site, the new route consumes that funding, and under weak margins firms default to exploitation (March, 1991; O’Reilly and Tushman, 2008). Zeremis shows the pattern: launched in 2022 on the existing route by allocating reductions already achieved, which needed no new furnace (Tata Steel Nederland, 2022). The SCALE restructuring removes about 1,200 FTE from a workforce of 11,636, effective 1 April 2026 (Tata Steel Nederland, 2026). The site scores ORL 5 of 9: willing and competent, but without a funded mandate.

2.2Technology adoption: AI, IoT, blockchain and automation

The primary technology behind embodied Zeremis is hydrogen-ready direct reduction with an electric arc furnace. HYBRIT delivered the first fossil-free sponge iron in 2021 (HYBRIT, 2021) and full-scale plants are under construction in Sweden and Germany (SteelOrbis, 2023; SSAB, 2024): TRL 8 of 9 (scale after Mankins, 1995; author’s assessment). MRL is 6 of 10: shaft furnaces are mature on gas, but hydrogen operation, DR-grade pellets and gigawatt electrolysers are not routine (Vogl, Åhman and Nilsson, 2018). Reducing a tonne of iron needs at least 54 kg of hydrogen (Patisson and Mirgaux, 2020), at €5–8 per kilogram in Europe (IEA, 2024) against the €2–3 at which hydrogen steel competes (Vogl, Åhman and Nilsson, 2018). The levels sum to 19, the Pilot and Monitor zone (Appendix G).

Each digital technology maps onto a constraint. Automation is mature across the works; AI and IoT are operational: IJmuiden is a World Economic Forum Lighthouse site for advanced analytics and the company names digitalisation as an enabler of the transition (Tata Steel Nederland, 2026); next come scrap sorting by sensor, against the copper limit, and a digital twin of the EAF for variable power. Blockchain is not deployed: the function it would serve, immutable proof of origin and carbon content per coil (Saberi et al., 2019), is demanded by the CBAM, sanctions and Zeremis audits and met by an allocation system, not a ledger (Tata Steel Nederland, 2024). The digital layer makes Zeremis sellable, not producible.

2.3Barriers to innovation: a systems-thinking analysis

Figure 2.1 draws the four loops that explain why a ready route is not yet built (Sterman, 2000). B1, balancing, is the policy intention: a higher carbon price raises the furnace cost and the incentive, and the new route then lowers emissions and the bill. R1, reinforcing, is the unintended consequence of that policy: the same bill cuts cash flow and the capital for the DRI unit, delays the decision and prolongs the years in which the bill grows; as allowances fall to 2034, R1 strengthens with time (^t). R2, reinforcing, is the Zeremis loop: binding contracts with a premium improve the business case, bring the decision forward and raise the green volume that attracts more contracts. B2, balancing, is political: a delayed decision deepens the crisis, which raises state support and brings the decision nearer, after an approval delay.

Causal loop diagram B1 R1 R2 B2
Figure 2.1. The carbon-cost loop at IJmuiden. Author’s diagram, notation after Sterman (2000).

Three constraints hold the decision back, capital inside R1 and energy and feedstock on the path from decision to first coil, each with a leverage point in Meadows’ (2008) hierarchy: parameters lowest, stock-and-flow structures higher, rules and decision rights higher still. Capital: phase one costs €4–6.5 billion against a €2 billion state cap; operating cash flow was €473 million last year against €2.3–4.0 billion of debt still to be raised (Tata Steel Nederland, 2026). The company can carry the transition only on debt the parent must guarantee, so the leverage point is a rule on who decides and bears risk: a ring-fenced vehicle with the state as co-investor, structural ambidexterity in O’Reilly and Tushman’s (2008) sense. Energy: the EAF needs about 3 per cent of the offshore wind power expected by 2032 and green hydrogen at scale is absent (Tata Steel Nederland, 2023); the leverage point is a rule, priority grid allocation. Feedstock: automotive-grade Zeremis tolerates limited scrap and needs premium pellets (Material Economics, 2019); the leverage point is a parameter: pellet offtake and scrap pre-sorting. Capital is decisive: whoever carries the risk while R1 runs decides whether B1 closes.

2.4Conclusion

Can the organisation carry the transition? Technically yes, financially no: capability, engineering and product are in place, and Zeremis proves customers buy the outcome. The binding constraint is Resources, and the decision that releases them lies outside the Dutch organisation.

3Environment & Network Integration E + N

3.1Sustainability innovation initiatives and constraint responses

The sustainability initiatives are responses to constraints, not one plan. The first was the route itself: carbon capture on the blast furnaces (Everest) was dropped in 2021 for hydrogen under pressure from unions, residents and the state (Argus Media, 2021), and the HIsarna pilot, which still needs coal, was not scaled up; only direct reduction removes the coking plant, the main source of local exposure, so health and climate pointed the same way. Capture returns in the JLoI only as an interim measure on the gas-fired DRI plant (Tweede Kamer, 2025). The second is Zeremis Carbon Lite, launched in July 2022 at a 30 per cent allocated reduction verified by DNV, 90 per cent by 2024, a bridge until embodied green steel exists (Tata Steel Nederland, 2022; 2024). The third is the health package in the state agreement: earlier closure of coking plant 2, covered raw-material storage and a DeNOx unit (Tata Steel Nederland, 2023; Tweede Kamer, 2025). However, each response was triggered from outside, landscape pressure on an incumbent in Geels’ (2002) terms, an organisation that adapts rather than leads; Zeremis, a market initiative, is the exception and the roadmap builds on it.

3.2Ecosystem connectivity and collaboration effectiveness

Five parties the company needs but does not control surround IJmuiden, its parent among them (Table 3.1). The state and the Commission finance: up to €2 billion plus €200 million for the fuel switch, state-aid approval pending and the binding agreement due by 1 March 2027 (Tweede Kamer, 2026; Rijksoverheid, 2026). The infrastructure partners, TenneT for the grid and the hydrogen developers in the North Sea Canal area, set when the EAF runs green; the process-gas plants are Tata’s own since January 2026 (Tata Steel Nederland, 2026). The customers are the automotive chain: GEDIA shows Zeremis offtake exists, but volumes and premiums are not public (Tata Steel Nederland, 2024). Upstream, every ore, coal and scrap input must carry proof of melt and processing origin to exclude Russian iron (Council of the European Union, 2014; Belastingdienst/Douane, 2024); Zeremis customers ask the same certificates.

Table 3.1. Partners IJmuiden depends on: what the company needs, who decides and the status at November 2026.

Partner groupWhat Tata Steel needsWho decidesStatus
State and European CommissionUp to €2 bn subsidy, €200 m for the fuel switch, state-aid approvalDutch cabinet; Commission (DG COMP)JLoI signed Sept 2025; binding agreement due 1 Mar 2027 (Rijksoverheid, 2026)
Grid and hydrogen infrastructureGrid connection for EAF and electrolysers; hydrogen supply in the North Sea Canal areaTenneT; Gasunie and hydrogen developers; Port of AmsterdamGrid and hydrogen timing open; process-gas power plants Tata-owned since Jan 2026
Automotive customers (GEDIA and others)Binding Zeremis offtake with premiumCustomer purchasing boardsOne MOU (2024); volumes and premiums not public
Upstream suppliers of ore, coal and scrapDR-grade pellets, pre-sorted scrap, origin certificatesMining majors, scrap tradersSanctions documentation in force since Sept 2023
Parent company Tata Steel LimitedGuarantee for €2.3–4.0 bn of debt; signatureBoard in MumbaiNot yet committed

Value in such a transition lies in relationships rather than assets, because no partner can close the loop alone (Dyer and Singh, 1998; Powell, Koput and Smith-Doerr, 1996). On the public record Tata Steel collaborates well bilaterally, with engineering suppliers and single customers, but weakly as a system: state, grid operator, hydrogen developers and customers each negotiate with Tata, not each other. The Growing with Green Steel consortium of thirty companies and universities, funded by the National Growth Fund, is the exception, but pools knowledge, not capital or offtake (Tata Steel Nederland, 2026). Peers show the difference (Appendix G): thyssenkrupp decided with €2 billion of approved public funding (SteelOrbis, 2023), SSAB with its HYBRIT partners and its own balance sheet (SSAB, 2024); ArcelorMittal cancelled its German DRI/EAF projects in 2025 for lack of a hydrogen and offtake case (Argus Media, 2025).

3.3Feedback loops and interconnection patterns

The four loops of Figure 2.1 connect environment and company; R1, the carbon-cost loop, dominates. Table F.5 puts it in euros: at €80 per tonne the bill on 11 Mt rises from €22 million in 2026 to €427 million in 2030 and €880 million in 2034, passing last year’s capital expenditure in 2030 and operating cash flow in 2031; with phase 1 running from 2030 the 2034 bill is €448 million. R2, the Zeremis loop, alone finances the transition from the market, not the state, and it is weak because the embodied product does not yet exist and the company reports the financial effect of Carbon Lite as not material (Tata Steel Nederland, 2026); the premium itself is affordable, as full pass-through adds under 1 per cent to a car’s price (Rootzén and Johnsson, 2016). At reported green-steel premiums of €100–150 per tonne (CRU, 2024; Muslemani et al., 2021), two contracts of 0.25 Mt a year would add €50–75 million, a quarter to over a third of last year’s loss and an eighth to a sixth of the 2030 carbon bill, enough in the author’s judgement for one point on Resources (Table F.2 states the condition; the sixth point comes from state and parent). B2, the political loop, raises support as the crisis deepens, the offer grew from €2 billion in the JLoI to €2 billion plus €200 million by April 2026 (Tweede Kamer, 2026), but each increase lengthens approval. All share one delay, the years between decision and first green coil, in which R1 runs unopposed; hence Section 4 puts the decision, not the hydrogen, first.

Table F.5. The carbon-cost loop in euros: ETS bill at €80/t as free allowances are withdrawn (CBAM factor, Directive (EU) 2023/959); reference points 2025/26: operating cash flow €473m, capex €251m. Lower bound (free allocation assumed equal to 2025 emissions). Author’s calculation.

YearShare of emissions paidBill without transitionBill with phase 1 from 2030Covered by two Zeremis contracts
20262.5%€22 m€22 m227–341%
20275.0%€44 m€44 m114–170%
202810.0%€88 m€88 m57–85%
202922.5%€198 m€198 m25–38%
203048.5%€427 m€217 m12–18%
203161.0%€537 m€273 m9–14%
203273.5%€647 m€329 m8–12%
203386.0%€757 m€385 m7–10%
2034100.0%€880 m€448 m6–9%
3.4Conclusion

The environment helps in direction and hinders in time: every partner wants the same outcome but acts in sequence, each waiting for another, and the company cannot force the order; Section 4 turns that into a score and a roadmap.

4Strategic Transformation Roadmap Integration + t

4.1Framework synthesis and overall innovation-readiness assessment

The six dimensions and the time factor are scored 0–10; Appendix F gives the evidence and why each score is not higher. Conditions and Purpose score 8: pressure and targets are unambiguous, but the JLoI is not yet binding and the parent has not committed capital; P stays 8 in 2030 because phase 2 tests that commitment again. Structure, Environment and Networks score 6: decision rights lie abroad, approval and infrastructure keep their own clocks and coordination is bilateral. Resources score 4, the binding constraint. Time scores 5: the technology sits in the Pilot and Monitor zone and every year without a decision lowers it.

Innovation capacity is I = (C × P × S × R × E × N) × t / 10,000,000 (Papadopoulou, 2026); today (8 × 8 × 6 × 4 × 6 × 6) × 5 / 10,000,000 = 2.76 per cent, and one low score pulls the product down. With the roadmap executed (R 6, S 7, E 7, N 7, t 7) the 2030 value is 9.22 per cent, mostly from relieving Resources. The weighted timing model scores 6.75, Pilot Soon (Appendix G); the gas-fired first unit (TRL 9, MRL 8) is held back only by the same ORL of 5.

Table F.2 · Innovation capacity scorecard

DimensionScoreEvidenceWhy not one higher
C Conditions8Carbon pricing, health and legal pressure and the state agreement point one wayStrategic-autonomy signal is new and unfunded; the April 2026 intention to revoke the coking-plant permits adds pressure but no money
P Purpose8Targets public and written into the JLoI (≥ 5.4 Mt in phase 1, neutral by 2045)JLoI non-binding until the tailor-made agreement; parent board has not committed capital
S Structure6Capability, research centre and engineering partners in placeDecision rights abroad; reorganisation of 1,200 jobs running
R Resources4Engineering and site available; state support offeredCapital, hydrogen (€5–8/kg), grid connection and premium pellets all constrained; binding constraint. Condition for 5: two binding Zeremis contracts covering at least an eighth of the 2030 carbon bill (Table F.5)
E Environment6State, EU and customers supportiveApproval and infrastructure on their own timelines; agreement deadline moved to 1 March 2027 (Rijksoverheid, 2026)
N Networks6Bilateral collaboration effective (Danieli, Tenova, GEDIA); Growing with Green Steel research consortiumNo systemic coordination of capital and offtake between state, grid, hydrogen and customers
t Time5Technology in Pilot and Monitor zone; timing at inflection pointEvery year without a decision lowers t as free allowances fall; Luxembourg took 22 years from crisis to last furnace, IJmuiden has eight to the end of free allocation, so t cannot exceed 5 while no agreement is signed
I now2.76%(8 × 8 × 6 × 4 × 6 × 6) × 5 / 10,000,000 = 276,480 / 10,000,000
I target 20309.22%(8 × 8 × 7 × 6 × 7 × 7) × 7 / 10,000,000 = 921,984 / 10,000,000R 6, S 7, E 7, N 7, t 7 after Phase 0–1; C and P held at 8 because the parent’s commitment is tested again when phase 2 is financed
I 2030 without FID0.72%(8 × 8 × 5 × 3 × 5 × 5) × 3 / 10,000,000 = 72,000 / 10,000,000R 3, S 5, E 5, N 5, t 3: no decision under baseline trends; the pessimistic scenario (Table G.4) adds P 7 and gives 0.63%

Innovation capacity calculator I = (C × P × S × R × E × N) × t / 10,000,000

Product276,480
Innovation capacity2.76%
Binding constraintR Resources (4)

Move a slider to see how one low score pulls the product down: the arithmetic of a binding constraint. Scores are the author’s judgement (Appendix F).

4.2Future scenarios and strategic recommendations

Three scenarios (Table F.4) test the strategy on two trends, the hydrogen price, above €3 per kilogram in Europe before 2030 (IEA, 2024), and the carbon price as free allowances end (European Parliament and Council, 2023b); hydrogen direct reduction is the route the reviews identify (Rissman et al., 2020), with the first full-scale plants under construction (Eurometal, 2024). Optimistic: hydrogen below €3 by 2030, carbon above €100 per tonne, a €150 Zeremis premium accepted (CRU, 2024) and approval in 2027; capacity 16.06 per cent, the route essential. Baseline: hydrogen at €4–5, carbon at €80–100, a partial premium and a late grid; the route essential but phased, gas first, at 9.22 per cent. Pessimistic: hydrogen above €6, no premium, stalled state aid and imports undercutting despite the CBAM; purpose weakens (P 7) as the targets hang on the agreement; capacity 0.63 per cent, and primary steelmaking ends.

One configuration is the least-regret choice in all three: a gas-fired, hydrogen-ready DRI/EAF unit, built now, converted later: a real option, the right to switch fuel when hydrogen is cheap (Dixit and Pindyck, 1994). Under baseline trends but without a decision the 2030 score falls to 0.72 per cent (R 3, S 5, E 5, N 5, t 3); the pessimistic case is lower as purpose erodes with the aid. Five recommendations follow. First, take the investment decision within twelve months, with a kill threshold: no signed agreement by 1 March 2027 means re-scoping to a scrap-based EAF. Second, convert Zeremis intentions into binding offtake contracts, two of 0.25 Mt a year at €100–150 per tonne indexed to the carbon price, so R2 carries an eighth to a sixth of the 2030 bill. Third, build a traceable scrap and pellet network, which sanctions, the CBAM and audits already demand. Fourth, negotiate grid capacity and hydrogen supply as one package with the agreement. Fifth, ring-fence the transition in a vehicle with the state as co-investor. The first, fourth and fifth sharpen the JLoI; the second and third are the author’s own, the levers the company controls. Each has a side effect the KPIs must watch: a scrap network tightens the EU scrap market and raises copper in the mix; state co-investment shifts risk to the taxpayer; a 2030 EAF loads a grid TenneT rations.

Table F.4 · Scenarios

ScenarioAssumptionsChanged scoresCalculationDRI/EAF is…
OptimisticH₂ < €3/kg (IEA, 2024); ETS > €100/t; €150/t premium accepted (CRU, 2024); agreement approved 2027R 7, E 8, N 8, t 8(8 × 8 × 7 × 7 × 8 × 8) × 8 / 10⁷ = 1,605,632 / 10⁷ = 16.06%Essential
BaselineH₂ €4–5/kg (IEA, 2024); ETS €80–100/t; partial premium; grid lateR 6, S 7, E 7, N 7, t 7921,984 / 10⁷ = 9.22%Essential, phased (gas first)
PessimisticH₂ > €6/kg; no premium; state aid stalls; imports undercut despite CBAMP 7, S 5, R 3, E 5, N 5, t 3(8 × 7 × 5 × 3 × 5 × 5) × 3 / 10⁷ = 63,000 / 10⁷ = 0.63%Beneficial but not sufficient; primary route ends
4.3Implementation roadmap with clear phases

The roadmap follows the JLoI; KPIs are in Appendix F (Tata Steel Nederland, 2025; Tweede Kamer, 2025). Phase 0, twelve months: sign the agreement, take the investment decision, close two Zeremis contracts, file the grid request. Phase 1, to 2030: build DRI unit 1 and EAF 1 on gas with interim carbon capture, close coking plant 2 and blast furnace 7, raise recycled content to 30 per cent and ship the first embodied coils, cutting at least 5.4 Mt. Phase 2, from 2030: switch the DRI plant to hydrogen or biomethane once sufficiently available, from 2033 in the JLoI. Phase 3, to 2045: replace coking plant 1 and blast furnace 6, self-financed, to climate neutrality. Luxembourg is the historical comparison for the time factor: the 1975 crisis to the last blast furnace in 1997 took twenty-two years, the exit negotiated by state, employers and unions (ArcelorMittal, 2023); IJmuiden has eight years to the end of free allocation, which is why t cannot score above 5 while no agreement is signed.

  1. Phase 0Next 12 months

    Sign the binding agreement; final investment decision on DRI unit 1 + EAF 1; two binding Zeremis contracts; grid request filed as critical path.

  2. Phase 12026–2030

    Build DRI 1 and EAF 1 on natural gas with CCS; close coking plant 2 and blast furnace 7; recycled content 21 → 30%; first embodied green coils; −5 Mt (40%) from 2030.

  3. Phase 2From 2030

    Switch the DRI plant to hydrogen or biomethane as soon as either is sufficiently available; the JLoI places this from 2033 onward.

  4. Phase 3To 2045

    Replace coking plant 1 and blast furnace 6, self-financed; climate neutral by 2045 at the latest.

Table F.3 · Roadmap KPIs

KPINowTargetPhase
Binding agreement signed and FID on DRI unit 1 + EAF 1JLoI signed Sept 2025; no FIDSigned and FID takenPhase 0 (12 months)
Binding Zeremis offtake contracts with premium1 MOU (GEDIA, 2024)≥ 2 binding contractsPhase 0
Grid-connection request filed as critical pathNot publicFiled and scheduledPhase 0
Recycled content (scrap share of input)17% (2019) → 21% (2025/26)30%Phase 1 (by 2030)
CO₂ reduction (actual ≈ 11 Mt/yr; licensed maximum 12.6 Mt)Allocated reductions sold via Carbon Lite; site total unchanged≥ 5.4 Mt (≈ half of actual; 43% of licensed)Phase 1 (by 2030)
DRI reductantNatural gas with CCS (planned)Hydrogen or biomethanePhase 2 (from 2030; JLoI: 2033 onward)
Blast furnaces and coking plants in operation2 + 21 + 1 (2030) → 0 + 0 (2045)Phase 1 → Phase 3
4.4Conclusion

The score is 2.76 per cent today, 9.22 with the roadmap, 0.72 without it, limited by Resources: ready in intent, not in means. The path that closes the gap is a gas-fired, hydrogen-ready first phase, jointly financed and decided before free allowances fall further.

Appendix D · Key figures of Tata Steel Nederland

Table D.1. Key figures from the Annual Report 2025/26 (Tata Steel Nederland, 2026), with page references; Table D.2. Transition and market figures used in the text, with sources.

Indicator2025/262024/25Page
Revenue (€ m)6,0286,273p. 5, 33
EBITDA (€ m) · margin268 · 4.4%93 · 1.5%p. 5, 34
Result for the year (€ m)(206)(204)p. 33
Net cash flow from operating activities (€ m)473408p. 5, 33–34
Capital expenditure (€ m)251300p. 34
Net debt / (cash) at year-end (€ m)(35)63p. 5
Liquid steel production (Mt)6.696.75p. 5
Steel deliveries (Mt)6.146.25p. 5
CO₂ intensity, scopes 1 and 2 (t CO₂e per t crude steel)1.6621.729p. 5, 120
Gross scope 1 emissions (Mt CO₂)10.91—p. 102, 117
Recycled content of input (%)21.220.0p. 166
Average EUA price paid (€ per t CO₂)≈ 75≈ 67p. 33
Employees at year-end · average11,636 · 11,86612,095 · 12,127p. 5
Downstream sites in Europe2020p. 12
ItemFigureSource
Licensed CO₂ maximum at 7.2 Mt capacity12.6 Mt a yearTata Steel Nederland (2026)
Phase 1 reduction target (JLoI, Sept 2025)≥ 5.4 Mt a year; coking plant 2 and blast furnace 7 replaced by DRI/EAFTata Steel Nederland (2025; 2026)
Phase 1 investment€4–6.5 bn, of which €2.3–4.0 bn external debtTata Steel Nederland (2026)
State support offeredUp to €2.0 bn, plus €200 m tied to the switch from natural gasTweede Kamer (2026)
Binding agreement (tailor-made agreement)Originally 30 Sept 2026; now due by 1 March 2027Rijksoverheid (2026)
Former Vattenfall power plantsAcquired for €125 m, completed 1 January 2026Tata Steel Nederland (2026)
SCALE reorganisationAbout 1,200 FTE, new structure effective 1 April 2026Tata Steel Nederland (2026)
Climate neutrality2045 at the latestTata Steel Nederland (2026)
Hydrogen need for direct reduction≥ 54 kg H₂ per tonne of iron; €5–8 per kg in Europe todayPatisson and Mirgaux (2020); IEA (2024)
Reported green-steel premium€100–150 per tonneCRU (2024)
Zeremis Carbon LiteLaunched 12 July 2022 at 30% allocated reduction; up to 90% by 2024; financial effect not materialTata Steel Nederland (2022; 2024; 2026)
ETS bill at €80 per t (Table F.5)€22 m (2026) → €427 m (2030) → €880 m (2034) without transition; €448 m (2034) with phase 1Author’s calculation

Appendix G · Readiness, timing, peers and Zeremis

Table G.1 · Integrated readiness

LevelScoreEvidenceWhy not one higher
TRL8 / 9HYBRIT fossil-free sponge iron 2021 (HYBRIT, 2021); full-scale hydrogen plants under construction in Sweden and Germany (Eurometal, 2024)No plant yet operating at 3 Mt scale on hydrogen
MRL6 / 10Shaft furnaces mature on natural gas; Danieli/Tenova engineering contracted (Eurometal, 2024)Hydrogen burners, DR-grade pellets and GW-scale electrolysers not industrial routine (Vogl, Åhman and Nilsson, 2018)
ORL5 / 9Site capability, research centre, social agreement, state support offered (Tata Steel Nederland, 2026)No signed agreement, no FID, decision rights abroad; binding constraint
Sum (hydrogen DRI)19Pilot and Monitor zone (18–23)Act Now (≥ 24) would need MRL 8 and ORL 8
Gas-fired DRI (first unit)TRL 9 · MRL 8 · ORL 5 = 22Midrex/Energiron gas plants operate worldwide; same ORL appliesStill Pilot and Monitor: the organisation, not the technology, is the constraint

Table G.2 · Weighted timing model

CriterionWeightScoreReasoning
Expected ROI25%6Carbon-cost avoidance and premium are real but depend on hydrogen price and premium; a 7 needs a signed offtake contract
Integrated readiness (TRL 8/9, MRL 6/10, ORL 5/9 normalised to 0–10: 8.9, 6.0, 5.6)25%6.8Sum 19 = Pilot and Monitor zone; ORL lowest and binding
Resilience impact15%8Removes coal dependence and the licence-to-operate risk; a 9 needs hydrogen supply
Ecosystem readiness15%5Grid, hydrogen and state approval not ready; the weakest criterion
Competitive timing10%7Inflection point: thyssenkrupp ahead, ArcelorMittal cancelled its German projects; window closes as allowances fall
Regulatory and reputational risk10%9ETS, CBAM, health and legal pressure all favour acting now
Weighted total100%6.75PILOT SOON (6.0–7.9): decide within 12 months, build readiness in parallel

Calculation: 0.25 × 6 + 0.25 × 6.8 + 0.15 × 8 + 0.15 × 5 + 0.10 × 7 + 0.10 × 9 = 1.50 + 1.70 + 1.20 + 0.75 + 0.70 + 0.90 = 6.75. Kill threshold: binding agreement not signed by 1 March 2027 → re-scope to scrap-based EAF. Scale threshold: two binding Zeremis contracts and signed agreement → commit to DRI unit 1.

Table G.3 · Peer benchmark

CompanyCapacityDRI/EAF statusPublic fundingGreen productTargetSource
Tata Steel Nederland (IJmuiden)7.2 Mt capacity; 6.7 Mt liquid steel produced (2025/26)DRI/EAF route chosen 2021; engineering contracts 2024; JLoI Sept 2025; FID pendingUp to €2 bn subsidy within a €4–6.5 bn first phase; €2.3–4.0 bn debt to raise; agreement due 1 Mar 2027Zeremis Carbon Lite (allocated); embodied green steel after DRI≥ 5.4 Mt phase 1; neutral 2045Tata Steel Nederland (2025; 2026)
thyssenkrupp Steel Europe (Duisburg)2.5 Mt DRI plant (hydrogen-capable)Under construction; commissioning planned end 2026, hydrogen operation from 2029Up to €2 bn German public funding, approved by the Commission July 2023bluemint Steel (allocated)Up to 3.5 Mt CO₂ saved a year at full operationSteelOrbis (2023)
SSAB (Luleå, Oxelösund)2.5 Mt fossil-free mini-mill (two EAFs)HYBRIT sponge iron 2021; Oxelösund conversion decided 2023; Luleå mini-mill decided April 2024, start end 2028€4.5 bn, financed by SSAB within the HYBRIT consortium (SSAB, LKAB, Vattenfall)SSAB Zero and SSAB Fossil-freeLuleå removes 7% and Oxelösund 3% of Sweden’s CO₂SSAB (2024)
ArcelorMittal Europe (Bremen, Eisenhüttenstadt, Dunkirk, Ghent)3.5 Mt/yr hydrogen steel planned for 2030 (2021 plan)Bremen and Eisenhüttenstadt DRI/EAF cancelled June 2025; Dunkirk EAF (€1.2 bn) confirmed May 2025; Ghent DRI delayed€1.3 bn German subsidy declinedXCarb (allocated and recycled)2030 hydrogen plan abandoned; EAF route onlyArgus Media (2025)

Table G.4 · Zeremis

ItemValueSource
Product nameZeremis Carbon Lite (bridge); Zeremis embodied green steel (after DRI/EAF)Tata Steel Nederland (2024)
Launch12 July 2022 (Carbon Lite), initially a 30% allocated reduction; up to 90% by 2024Tata Steel Nederland (2022; 2024)
Footprint reductionAllocated reduction of up to 90% (scopes 1–3); 100% (scopes 1–2)Tata Steel Nederland (2024)
MechanismAllocation of emission reductions achieved at IJmuiden since 2018 to specific coils; limited assurance by DNV under ISAE 3000 (GHG Protocol for Project Accounting)Tata Steel Nederland (2022)
First public customer agreementGEDIA Automotive Group, MOU 27 February 2024, long-term, ‘significant volume’Tata Steel Nederland (2024)
Volume and premiumNot disclosed; the company reports the financial effect of Carbon Lite as not material and not quantified, and no embodied low-CO₂ steel at scale yetTata Steel Nederland (2026)
Target marketAutomotive body and chassis parts; later packaging and constructionTata Steel Nederland (2024)
Link to roadmapLoop R2: contracts finance part of the DRI/EAF decision; KPI ≥ 2 binding contracts in Phase 0Sections 2.3, 3.3, 4.2

5Self-reflection Gibbs’ cycle · KSAs · IDGs

5.1Description

This reflection follows Gibbs’ (1988) cycle. I wrote this report in the last three weeks of the module: I chose Tata Steel on 21 October, in week 8, drafted Section 1 on 21 October and rewrote it in the week of 26 October, drafted Sections 2 to 5 on 2–4 November, and ran AI-based examiner-style reviews on 4, 5 and 6 November (Appendix B). Three Professional Development goals framed the work: a distinction-level standard of evidence, strategic systems thinking, and a weekly OKR check-in. The defining moment was the lecture of 26 October, when the AB InBev example was shown: every dimension scored with evidence, multiplied into one innovation capacity, every number recomputable. Until then my draft had treated scoring as a summary; from that day it became the spine, and I rebuilt Section 4 around the product formula, the timing model and the scenarios.

5.2Feelings

My strongest feeling was frustration, in week 8. Research Skills had trained me to pose a main question and sub-questions, and the strategic-report format seemed to leave my analysis without an anchor. I wrote several sets and discarded them all. I asked no one; I reread the AB InBev example as a reader rather than a student and saw that it needed no question, because the framework organised the argument. The frustration turned when I settled on one guiding question, answered at the end of each section: the same discipline without a research paper. A second, quieter feeling was unease at working with generative AI drafts: fluent text made it harder, not easier, to see where a figure was unverified. That settled only once I had the Annual Report and could check the figures line by line.

5.3Evaluation

The systems analysis went well: drawing the carbon-cost loop early gave every section a mechanism to return to, and the TRL/MRL/ORL exercise located the binding constraint before I wrote the roadmap, the skill my PDP targeted. Source discipline went less well: figures from news articles entered my draft before I checked their primary sources, and I completed the source log only in the final week. My OKR check-in tracked output but not verification, a gap in the goal itself.

5.4Analysis

The frustration of week 8 was the learning outcome: a strategic analysis does not answer a question posed in advance; it builds a judgement from evidence, with the framework as the organising device. In KSA terms, my knowledge of global issues and technology was there from the start, my systems-thinking skill developed only when I drew and scored the loops, and forward thinking appeared when the scenarios forced me to one least-regret choice. Of my three Inner Development Goals (Jordan, 2021), complexity awareness grew most: discovering that the carbon price both drives and delays the transition replaced my linear view of policy with a systemic one. Openness was tested when the AI examiner-style review of 4 November graded my draft a 5; accepting that and rewriting was harder than the analysis. I recognise the pattern from an earlier group project in which I took the lead too late: choosing the company in week 8 was the same reflex, adapting first and leading late. The distinction goal pushed me towards thoroughness in analysis and haste in sourcing; the second needs method, not ambition.

5.5Conclusion

The report would have been stronger had I opened the source log in week 2 and benchmarked the scores against a peer before finalising them; the benchmark came only in the last week and could test the scores, not set them. Curiosity, in the IDG sense, paid: the Luxembourg comparison and the Zeremis focus came from questions outside the brief.

5.6Action plan

In block 2 I apply four actions, each with a check. Sources first, then writing: I open the source log the day the case is chosen and record every figure with its primary source before it enters the text, with a verification line in my OKR check-in (all figures sourced by mid-block). I benchmark every readiness score against one peer before finalising it. I choose the case and draw the loops in week 2 and revisit them in week 6 (complexity awareness). I ask one classmate for a ten-minute read of every draft (openness and resilience).

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The Innovation Function Framework

The IFF expresses innovation capacity as a function of six interacting dimensions raised to the power of time: Conditions, Purpose, Structure, Resources, Environment and Networks. Sections 1–4 each combine two dimensions; Section 4 integrates all six with the time factor.

C · Conditions

Conditions

External drivers: carbon pricing, health and legal pressure, strategic policy

Section 1
P · Purpose

Purpose

Stated goals and whether they are formalised, binding and funded

Section 1
S · Structure

Structure

Governance, capabilities, decision rights, technology adoption

Section 2
R · Resources

Resources

Capital, energy, feedstock, people: the binding constraint here

Section 2
E · Environment

Environment

State, regulators, infrastructure partners and their clocks

Section 3
N · Networks

Networks

Customers, suppliers, consortia: bilateral versus systemic

Section 3
t · Time

Time

Technology and organisational readiness at the moment of decision

Section 4
IFF diagram
Figure E.1. The Innovation Function Framework. Author’s rendering of Papadopoulou (2026), course material MSCSCI123.

Appendix H · Theories, models and methods used

Table H.1 lists every theory, model and method used in this report, with its source, where it is applied and how. The Innovation Function Framework is the organising model; the others are the course models of weeks 1–8 and the theories from the literature that explain the scores. The list makes the analytical basis checkable in one place and shows which model carries which judgement.

How the models work together. The chain runs in one direction, with one feedback. The sources (Appendices A and D) feed the IFF scorecard (Table F.2), which gives the diagnosis: six scores, one product, Resources lowest. The causal loops (Figure 2.1) explain why Resources is low: R1 turns the carbon price into cash-flow erosion, and Table F.5 prices that loop. Meadows’ leverage points say where to intervene on each constraint (rules over parameters, Table I.2); the multi-level perspective says who must move, the regime or the niche (Table I.3). TRL, MRL and ORL and the timing model test whether the technology is ready for that intervention now (Pilot Soon, Tables G.1 and G.2). The scenarios stress the choice (Table F.4) and the real option picks the configuration that survives all three. The five recommendations follow from the leverage points; the roadmap places them in time (Three Horizons, Table I.1) and the KPIs (Table F.3) close the feedback: the 2030 recompute of 9.22 per cent is the same IFF with the roadmap executed. Gibbs’ cycle and the KSA/IDG frame stand outside this chain and assess the process, not the company. Figure H.1 below draws the chain.

How the models connect
Figure H.1. How the theories, models and methods of this report connect; the dashed arrow is the 2030 recompute with the same framework. Author’s figure.
Model or theorySourceWhere usedHow it was applied
Innovation Function Framework I = f(C, P, S, R, E, N)^tPapadopoulou (2026)All sections; Appendix E; Tables F.2, F.4Diagnostic lens: six dimensions scored 0–10 with evidence, multiplied and scaled by time (t/10⁷); innovation capacity 2.76 per cent today, 9.22 per cent with the roadmap, 0.72 per cent without a decision. The lowest score (Resources) is the binding constraint.
Innovation capacity scorecard with ‘why not one higher’Papadopoulou (2026)4.1; Table F.2Each score carries its evidence and the reason it is not one point higher, so the examiner can disagree with a score and recompute the result.
Scenario planningPapadopoulou (2026); Vogl, Åhman and Nilsson (2021)4.2; Table F.4Two trends (hydrogen price, carbon price) varied across optimistic, baseline and pessimistic cases, plus a no-decision case; scores and capacity recomputed per scenario; one least-regret configuration chosen.
Technology, manufacturing and organisational readiness (TRL, MRL, ORL)Mankins (1995); Papadopoulou (2026)2.2, 4.1; Table G.1DRI/EAF scored TRL 8, MRL 6, ORL 5 (sum 19, Pilot & Monitor zone); ORL is the binding readiness constraint; supporting digital technologies scored compactly.
Weighted timing decision model (Now / Soon / Later)Papadopoulou (2026)4.1; Table G.2Six weighted criteria (ROI, integrated readiness, resilience, ecosystem, competitive timing, regulatory risk); score 6.75 → Pilot Soon, with the calculation written out.
Causal loop diagrams and system dynamicsSterman (2000); Papadopoulou (2026)2.3, 3.3; Figure 2.1Four loops drawn and named: B1 (compliance), R1 (carbon cost erodes cash flow), R2 (Zeremis premium finances the transition), B2 (political licence); polarities checked by hand; R1 put in euros in Table F.5.
Leverage points in a systemMeadows (2008)2.3, 4.2; Table I.2Each barrier placed in Meadows’ hierarchy (parameters lowest, stock-and-flow structures higher, rules and decision rights higher still); recommendations aimed at the highest level the company can reach.
Multi-level perspective on socio-technical transitionsGeels (2002)3.1; Table I.3Landscape pressure (carbon price, health, politics), the incumbent regime (blast-furnace works, automotive specifications) and the niche (DRI/EAF, HYBRIT, Zeremis) used to explain why every initiative so far was a response to outside pressure.
Exploration and exploitation; structural ambidexterityMarch (1991); O’Reilly and Tushman (2008)2.1, 2.3, 4.2Transition and current operations compete for the same capital and attention; the ring-fenced transition vehicle (recommendation 5) is the exploration unit kept apart from the exploiting works.
Real options under uncertaintyDixit and Pindyck (1994)4.2The gas-fired, hydrogen-ready DRI unit valued as an option to switch fuel when hydrogen is cheap; the carbon-cost loop sets the cost of waiting, so the option is exercised now and converted later.
Relational view and networks of learningDyer and Singh (1998); Powell, Koput and Smith-Doerr (1996)3.2; Table 3.1Five partner groups mapped by what the company needs, who decides and the status; the Growing with Green Steel consortium read as a learning network that is not yet an investment coalition.
Three Horizons portfolioBaghai, Coley and White (1999)4.3; Table I.1Core works, DRI/EAF phase 1 and the hydrogen phase placed in three horizons with their funding and owner, to show that the roadmap keeps all three alive at once.
Circular economy and recycled contentEllen MacArthur Foundation (2013); Geissdoerfer et al. (2017); Daehn, Cabrera Serrenho and Allwood (2017)1.3, 4.2; Table F.3Recycled content 21 → 30 per cent as a roadmap KPI; the copper limit on scrap in automotive grades as the physical constraint on the scrap network.
Sustainable Development GoalsUnited Nations (2015)1.3SDG 3, 9, 12 and 13 linked to specific measures (coking plant 2 closure, DRI/EAF, recycled content, emissions), not to the company’s general statements.
Peer benchmark with method noteCompany sources listed in Table G.33.2; Table G.3ArcelorMittal, thyssenkrupp and SSAB compared on transition status, public funding and green product, with a note on why R&D intensity could not be compared.
ETS and CBAM cost modelEuropean Parliament and Council (2023a; 2023b); Rootzén and Johnsson (2016)3.3; Table F.5Free allowances withdrawn on the CBAM factor schedule 2026–2034; bill at €80 per tonne on 11 Mt computed per year with and without phase 1; author’s calculation.
Gibbs’ reflective cycleGibbs (1988)Section 5Six stages (description, feelings, evaluation, analysis, conclusion, action plan) applied to the writing process, in the first person.
Knowledge, skills and attitudes; Inner Development GoalsPapadopoulou (2026); Jordan (2021)5.4–5.6Learning assessed against the course KSAs and three IDGs (complexity awareness, openness, curiosity).

Appendix I · Filled-in course models

Three course models that support Sections 3 and 4 but did not fit the word limit are filled in here: the Three Horizons portfolio (Table I.1), the leverage-point analysis behind the recommendations (Table I.2) and the multi-level perspective reading of Section 3.1 (Table I.3). They add no new figures; every entry refers to evidence already cited.

Table I.1. Three Horizons portfolio for IJmuiden (after Baghai, Coley and White, 1999).

HorizonContentTime frameFunding and ownerLink to roadmap and KPIs
Horizon 1 · defend and extend the coreBlast-furnace works at 6.7 Mt; Zeremis Carbon Lite on allocated reductions; SCALE reorganisation (−1,200 FTE); the three former Vattenfall power plants recovering process gasNow to 2030Operating cash flow (€473m in 2025/26) funds maintenance capex (€251m); owner: Tata Steel NederlandKeeps the cash flow that the ETS bill erodes (Table F.5); KPI: blast furnaces and coking plants in operation (Table F.3)
Horizon 2 · build the emerging businessDRI unit 1 and EAF 1 on natural gas with hydrogen-ready burners and interim capture; closure of coking plant 2 and blast furnace 7; traceable scrap and pellet network; binding Zeremis offtake contractsFID within twelve months; operation around 2030€4–6.5bn: up to €2bn state support, €2.3–4.0bn debt guaranteed by the parent, Zeremis premiums; owner: ring-fenced transition vehicle (recommendation 5)Recommendations 1–5; KPI: −5.4 Mt CO₂, recycled content 30 per cent, contracted Zeremis volume
Horizon 3 · create optionsSwitch of the DRI plant to hydrogen or biomethane (from 2033 in the JLoI); DRI unit 2, closure of blast furnace 6 and coking plant 1; climate neutrality by 2045; Growing with Green Steel research consortium2033–2045€200m fuel-switch support; later phases self-financed; owner: company with the state and the consortiumReal option kept open by the hydrogen-ready design (4.2); KPI: DRI reductant switched to hydrogen or biomethane

Table I.2. Leverage points behind the five recommendations (hierarchy after Meadows, 2008).

BarrierLeverage levelLeverWho holds itRecommendation
Carbon cost rising as free allowances fall (R1)Parameter: prices and allocation scheduleEU ETS and CBAM factor; outside the company’s reachEuropean UnionAccept the parameter; decide before 2030 so the bill falls with emissions (recommendation 1)
Capital: €4–6.5bn against €473m operating cash flow and a lossRules and decision rights: who decides and bears the riskTailor-made agreement, parent guarantee, Commission approvalTata Steel Limited, Dutch state, European CommissionRing-fenced vehicle with the state as co-investor (recommendation 5); kill threshold on 1 March 2027
Energy: grid connection and green hydrogen not available at scaleRule: who gets grid capacity firstPriority grid allocation; hydrogen pipeline and supplyTenneT, state, hydrogen suppliersNegotiate grid and hydrogen as one package with the agreement (recommendation 4)
Feedstock: scrap quality and copper for automotive gradesParameter: pellet offtake and scrap pre-sortingTraceable scrap and pellet network with auditsCompany with suppliers and customersBuild the network now, as sanctions, the CBAM and audits already require (recommendation 3)
Weak market pull: Zeremis effect not materialInformation flow: a contract makes the premium visible to the financierBinding offtake contracts with premiumsCompany and automotive customersConvert intentions into contracts so R2 carries part of the financing (recommendation 2)
Goal of the systemGoals and paradigm: the purpose the system servesClimate neutrality by 2045 and the health package in the JLoIState and company, with residents and unionsPurpose scored 8; it falls to 7 if the agreement fails (Table F.4)

Table I.3. Multi-level perspective on the IJmuiden transition (after Geels, 2002).

LevelElements for IJmuidenWhat it explainsWhere in the report
Landscape (exogenous pressure)EU ETS free-allowance withdrawal and CBAM; health findings of the RIVM and the prosecution; Dutch politics and the 2045 climate goal; geopolitics of ore, scrap and energyForces every initiative in 3.1: the choice of hydrogen over capture in 2021, the health package, the state agreementSection 1.1, 3.1, 3.3
Regime (the incumbent system)Integrated blast-furnace works, automotive and packaging specifications, the parent’s capital allocation, unions and the IJmond community, the existing grid and gas supplyExplains the organisation that adapts rather than leads (3.1) and the low ORL (Table G.1); the regime must change rules on grid, finance and decision rights (Table I.2)Sections 2.1, 2.3, 3.1
Niche (the innovation)DRI/EAF on gas and later hydrogen; HYBRIT and the Luleå mini-mill as proof; Zeremis as a market niche; Growing with Green Steel researchThe niche is technically ready (TRL 8) but needs regime change to scale: finance, grid and contracts; the roadmap sequences that changeSections 2.2, 3.2, 4.3

Working questions used during preparation

The module prescribes the report structure; these questions kept the analysis focused during the writing and are not part of the submitted report.

  1. Which external conditions force the transition, and does Tata Steel’s stated purpose correspond to them? (C + P, Section 1)
  2. Where does the readiness gap lie, and which resources form the binding constraint? (S + R, Section 2)
  3. How do the public financier and the infrastructure partners determine the timeline, and which feedback loops connect them? (E + N, Section 3)
  4. Which phased, scenario-robust roadmap closes the loop, and what do earlier European steel transitions teach? (^t, Section 4)