Warner & Wäger Process Model
Confidence 0.85 · 7 sources · last confirmed 2026-09-17
The process-model elaboration of Teece’s dynamic-capabilities framework, specialised for digital transformation. Warner & Wäger (2019) decompose sense → seize → transform into nine empirically-grounded microfoundations plus three strategic-renewal outcomes and a contextual triggers/enablers/barriers ring.
This page is both an explainer and a vocabulary spec: the slugs below are the closed vocabulary used by the dynamic_capabilities: and roles: frontmatter fields documented in CLAUDE.md §Dynamic-capabilities tagging. The matrix at the bottom is the single source of truth for the role-defaults mapping used to compute role-relevance from dynamic_capabilities: tags.
Microfoundations vocabulary (closed)
Tagging is at the microfoundation level — twelve cells total: nine microfoundations across three clusters, plus three strategic-renewal outcomes, plus an optional ring of three contextual factors. The bulleted detail under each cell is the first-order-concept layer from the paper (Fig. 1 Data structure); it is not itself part of the slug vocabulary, but reads as the operational definition: use this slug when the source’s content speaks to one or more of these activities.
Digital sensing
digital-sensing/digital-scouting— scanning for technological trends; screening of digital competitors; sensing customer-centric trends.digital-sensing/digital-scenario-planning— analyzing scouted signals; interpreting digital future scenarios; formulating digital strategies.digital-sensing/digital-mindset-crafting— establishing a long-term digital vision; enabling an entrepreneurial mindset; promoting a digital mindset.
Digital seizing
digital-seizing/rapid-prototyping— creating minimum viable products; considering a lean start-up methodology; using a digital innovation lab.digital-seizing/balancing-digital-portfolios— balancing internal and external options; scaling up innovative business models; setting an appropriate speed of execution.digital-seizing/strategic-agility— rapidly reallocating resources; accepting redirection and change; pacing strategic responses.
Digital transforming
digital-transforming/navigating-innovation-ecosystems— joining a digital ecosystem; interacting with multiple external partners; exploiting new ecosystem capabilities.digital-transforming/redesigning-internal-structures— hiring a chief digital officer; digitalization of business models; designing team-based structures.digital-transforming/improving-digital-maturity— identifying digital workforce maturity; external recruiting of digital natives; leveraging digital knowledge inside the firm.
Strategic renewal (Fig. 2 outcomes)
W&W’s Fig. 2 does not decompose these into first-order-concept bullets the way Fig. 1 does for microfoundations; the operational definitions below are drawn from the cross-case body text (§§ “Strategic renewal of business model / collaborative approach / organizational culture”).
strategic-renewal/business-model— replacing transactional product logics with relational/multi-sided value propositions; refreshing or replacing the firm’s value-creation/value-capture logic.strategic-renewal/collaborative-approach— refreshing or replacing internal R&D / cross-team patterns and external partner ecosystems; opening company boundaries to co-creation.strategic-renewal/organizational-culture— refreshing legacy cultures toward digital-mindset, entrepreneurial, fast-and-flexible cultures; embedding new shared values across the workforce.
Contextual factors (optional, when load-bearing in the source)
contextual/external-triggers— disruptive digital competitors; changing consumer behaviours; disruptive digital technologies.contextual/internal-enablers— cross-functional teams; fast decision making; executive support.contextual/internal-barriers— rigid strategic planning; high level of hierarchy; change resistances.
Role-relevance inheritance
A second view onto the same vocabulary: each cell carries a default role profile — the business roles that would typically care about a source touching that cell. A role-scoped agent (“acting on behalf of a CHRO”) can navigate the corpus by org-chart slice without the wiki re-tagging per source.
Roles vocabulary (closed)
Fifteen slugs, kebab-case:
C-suite (9): ceo, coo, cfo, cso (Chief Strategy Officer), cdo (Chief Digital Officer), cto, cio, chro, cmo.
Functional / operational (6): product-manager, tech-lead, rd-director, innovation-lab-lead, transformation-lead, strategy-consultant.
The taxonomy is grounded in (a) W&W’s interview sample from Table 2 — Director of Digital Transformation, VP of Strategy, Director of Digital Banking, Head of Digital Consulting, Director of Sales, Director of Digital Strategy, Chief Digital Officer; (b) explicit role-mentions in the microfoundations themselves (e.g. “hiring a chief digital officer” appears verbatim in redesigning-internal-structures); (c) the functional roles W&W’s activities clearly imply (a digital innovation lab doing rapid-prototyping implies an Innovation Lab Lead and Product Managers; tech leads own architecture calls during MVP work).
Role-defaults matrix
Each cell maps to 2–4 roles — the smallest set that captures who owns the activity, not an exhaustive list. These are starting defaults grounded in W&W’s empirical signals, not W&W canon; refinable as the wiki grows.
role_defaults:
digital-sensing/digital-scouting: [cso, cdo, strategy-consultant]
digital-sensing/digital-scenario-planning: [cso, cdo, strategy-consultant]
digital-sensing/digital-mindset-crafting: [ceo, chro, transformation-lead]
digital-seizing/rapid-prototyping: [product-manager, tech-lead, cto, innovation-lab-lead]
digital-seizing/balancing-digital-portfolios: [cfo, cso, ceo]
digital-seizing/strategic-agility: [ceo, coo, transformation-lead]
digital-transforming/navigating-innovation-ecosystems: [cdo, cto, rd-director]
digital-transforming/redesigning-internal-structures: [cdo, chro, ceo]
digital-transforming/improving-digital-maturity: [chro, cdo, cio]
strategic-renewal/business-model: [ceo, cso, cmo]
strategic-renewal/collaborative-approach: [cio, cdo, rd-director]
strategic-renewal/organizational-culture: [chro, ceo]
contextual/external-triggers: [cso, cdo]
contextual/internal-enablers: [chro, transformation-lead]
contextual/internal-barriers: [chro, ceo]| Cell | Default roles | Why |
|---|---|---|
digital-sensing/digital-scouting | cso, cdo, strategy-consultant | External trend/competitor scanning is owned by strategy; W&W’s data is built on senior strategy consultants doing exactly this work. |
digital-sensing/digital-scenario-planning | cso, cdo, strategy-consultant | ”Formulating digital strategies” is the strategy function’s core deliverable. |
digital-sensing/digital-mindset-crafting | ceo, chro, transformation-lead | Long-term vision + entrepreneurial-mindset work is leadership + culture; HR owns the workforce side. |
digital-seizing/rapid-prototyping | product-manager, tech-lead, cto, innovation-lab-lead | MVPs / lean startup / digital innovation lab is product + engineering; tech leads own architecture calls during MVP work. |
digital-seizing/balancing-digital-portfolios | cfo, cso, ceo | Capital allocation across legacy and digital bets is a finance + strategy + top-exec call. |
digital-seizing/strategic-agility | ceo, coo, transformation-lead | Rapidly reallocating resources and pacing strategic responses is a top-exec / operations decision. |
digital-transforming/navigating-innovation-ecosystems | cdo, cto, rd-director | Partner ecosystems, co-creation, joint R&D. |
digital-transforming/redesigning-internal-structures | cdo, chro, ceo | W&W names “hiring a chief digital officer” as the canonical activity; team-based structures are HR + CEO. |
digital-transforming/improving-digital-maturity | chro, cdo, cio | Digital workforce maturity, recruiting digital natives, leveraging digital knowledge = HR + IT + CDO. |
strategic-renewal/business-model | ceo, cso, cmo | Value-creation/value-capture logic is a top-exec + commercial decision. |
strategic-renewal/collaborative-approach | cio, cdo, rd-director | R&D collaboration patterns and external partner ecosystems. |
strategic-renewal/organizational-culture | chro, ceo | Culture refresh is HR-led, CEO-sponsored. |
contextual/external-triggers | cso, cdo | Market-sensing. |
contextual/internal-enablers | chro, transformation-lead | Cross-functional teams, fast decision-making, executive support all live with HR + transformation. |
contextual/internal-barriers | chro, ceo | Rigid planning, hierarchy, change resistance — culture and leadership levers. |
Per-source override semantics
Sources may add a roles: frontmatter list when their emphasis diverges from the cell default. When roles: is present, it replaces the inherited defaults for that source. Half-overrides (“add this role, keep the others”) are not supported — the override case is rare enough that “write the full list you mean” is fine.
# Implicit: roles inherited from the dynamic_capabilities tag
dynamic_capabilities:
- digital-transforming/redesigning-internal-structures
# (computed roles: cdo, chro, ceo)
# Explicit override: source emphasises one role specifically
dynamic_capabilities:
- digital-transforming/redesigning-internal-structures
roles: [chro]The field is roles: (not audience: or personas:) to mirror the existing person-entity convention. On a source page it’s a list of role slugs drawn from the closed vocabulary above; on a person-entity page roles: (if used) remains a free-text job title. Lint distinguishes by type:.
The body-twin rule does NOT extend to roles. The body sentence describing how the source touches a W&W cell already implies the relevant roles; restating “and a CHRO would care because…” would be padding. Role-relevance is a derived view, not an independent claim.
The model’s reach beyond the digital lens
W&W (2019) derives its cell vocabulary from 27 senior-executive interviews on digital transformation — the digital- prefix on digital-sensing/*, digital-seizing/*, and digital-transforming/* reflects that empirical setting. The wiki’s working hypothesis is that the cells are transformation primitives whose digital-flavour reflects the original sample, not a load-bearing scope restriction. Erginbilgiç 2026 is the wiki’s first pure non-digital test case for that hypothesis.
The Rolls-Royce 2023–2026 turnaround maps gracefully onto three cells from the closed vocabulary:
| Cell | Erginbilgiç’s operationalisation | Mapping note |
|---|---|---|
strategic-renewal/organizational-culture | Refreshing legacy culture toward non-compromise on mediocrity, performance-management discipline, fast-and-flexible cadence (~7:36–8:23, ~17:42–18:42). | The cell description names “digital-mindset, entrepreneurial, fast-and-flexible cultures”. The fast-and-flexible clause carries the weight in non-digital cases; digital-mindset is the optional element this source does not claim. |
digital-seizing/strategic-agility | The resilience playbook (~20:17–22:04): mindset + response capability + agility + action-orientation. “Build the company resilience before the trouble”; “we couldn’t do half of what we are doing three years ago, probably 10%.” | The cell description — “rapidly reallocating resources; accepting redirection and change; pacing strategic responses” — is non-digital-specific in its wording. The digital- prefix is the bucket label, not a content restriction. |
contextual/internal-barriers | Explicit naming of mediocrity, hierarchy, change resistance as transformation enemies (~17:42–17:57; ~13:14–13:32 “no hierarchy in the room” rule). | The cell description — “rigid strategic planning; high level of hierarchy; change resistances” — is non-digital-specific. |
The cells the source does not touch are equally informative for the scope question: Erginbilgiç’s transformation does not exercise digital-sensing/* (no scanning for digital trends/competitors), digital-transforming/improving-digital-maturity (no digital-natives hiring or digital-workforce-maturity work), or strategic-renewal/business-model (no transactional → relational value-capture shift — Rolls-Royce has long had Power-by-the-Hour-style relational contracts pre-Erginbilgiç). The non-digital case silently selects the cells whose vocabulary is in fact transformation-primitive, leaving the genuinely digital-specific cells untouched.
The implication: the W&W process model is dual-use — its full nine-microfoundation specialisation is most useful in digital-transformation cases, but a defensible subset (strategic-agility, organizational-culture, the contextual ring, and arguably redesigning-internal-structures) constitutes a transformation primitives layer that applies whenever organisational renewal happens, AI-era or not. The wiki uses this property as a feature: the W&W tagging vocabulary is the thematic adjacency index for the whole corpus, not just the AI-era subset.
The academic theory beneath the culture cell (Carroll 2026)
Where Erginbilgiç is the applied non-digital culture exemplar, Glenn Carroll’s GSBooks talk supplies the academic theory the strategic-renewal/organizational-culture cell rests on — and it is, of all corpus sources, the one most squarely about the cell rather than touching it in passing. The theory sharpens the cell’s vocabulary in three ways:
- What “refreshing a culture” actually optimises. Carroll’s strong-culture definition — high intensity × high agreement — names the two levers a culture-renewal effort moves. The cell’s “embedding new shared values across the workforce” is agreement; the “entrepreneurial, fast-and-flexible” clause is intensity. Content (the specific values) is “almost irrelevant” — any content can anchor a strong culture — which is why the cell is a transformation primitive and not a digital-specific one.
- Why culture is a strategic-renewal outcome, not a sensing/seizing input. Carroll: “strategy precedes the culture… culture is the butter to the strategy.” This independently ratifies W&W’s placement of
organizational-culturein the strategic-renewal bucket (a downstream outcome of sense → seize), not in sensing or seizing. - A measurable structural signature + a change-speed estimate. Carroll’s claim that strong-culture orgs carry fewer managers / lower managerial overhead gives the cell an observable proxy, and his change-speed range (Agilent ~5 yrs to graft speed/focus/accountability; Ford under Mulally radical change <1 yr) brackets what Erginbilgiç’s Rolls-Royce turnaround instantiates. The two sources carry a typed
supportsedge.
This is the wiki’s second non-digital culture source and the first theoretical one — it reinforces (rather than qualifies) the dual-use hypothesis: strategic-renewal/organizational-culture is a transformation primitive with a rigorous organization-theory grounding independent of the digital setting.
The fullest single-source operationalisation — DBS Bank (Dumra 2026)
Where the Rolls-Royce case (above) tests the non-digital reach of the vocabulary and exercises only three cells, Dumra’s DBS interview exercises eleven cells across all five buckets — the most complete single-source instantiation of the process model in the corpus. It is a useful vocabulary-stress-test in the opposite direction: a digital-transformation incumbent that genuinely touches almost every cell, with a clean body twin for each (GANDALF re-framing → digital-scouting; “best bank in the world” vision + the outsider-for-unreasonableness hire → digital-mindset-crafting; Innovation Pyramid → balancing-digital-portfolios; QPR + slush fund → strategic-agility; Managing Through Journeys → redesigning-internal-structures; 20%-scorecard + playbook engine → improving-digital-maturity; customer-is-an-intent + AI-bank-with-a-heart → business-model; innovation-is-not-a-choice → organizational-culture). The DBS case shows the digital-specific cells (digital-scouting, digital-mindset-crafting, improving-digital-maturity) lighting up that the non-digital Rolls-Royce case left untouched — empirical support for the wiki’s working hypothesis that the digital- prefix marks cells whose content is genuinely digital-flavoured, not merely bucket labels.
The individual-and-leadership-agency articulation (Wood, WorkLab, June 2026)
Where Dumra (DBS) and Erginbilgiç (Rolls-Royce) are operator-scale worked examples of the process model and Carroll supplies the academic theory beneath the culture cell, Aneesh Raman’s WorkLab interview restates four cells at popular-press, individual-plus-leadership altitude — a register the corpus otherwise lacks:
digital-sensing/digital-mindset-crafting: Raman’s “think like an entrepreneur… do more than reasonable with the resources you have” is the individual-level instance of “enabling an entrepreneurial mindset.”digital-transforming/redesigning-internal-structures+digital-transforming/improving-digital-maturity: the “lead by design not command” (flatten the pyramid; Walmart/Microsoft/Citigroup) and “assess people by capability not job category” (skills-based redeployment) shifts are the popular-book restatement of these two cells’ first-order activities (team-based structures; leveraging digital knowledge inside the firm).strategic-renewal/organizational-culture: “develop people, not just tasks” — managers coaching curiosity/resilience/adaptability rather than tracking task efficiency — is a workforce-development articulation of embedding new shared values, convergent with Carroll’s intensity×agreement framing (the 5 C’s are a candidate content for what a strong culture aligns around, even though Carroll insists content is “almost irrelevant” to strength).
The book’s electricity-bolt-on analogy (installing electricity where the steam engine was, with no floor-plan redesign, yields no productivity gain) is the same bolt-on-fails diagnostic Allen names for AI (“AI bolted on is going to fail”) and Westerman/Caldas restate at the CIO-Symposium — see micro-productivity-trap for the full cross-source thread. This is a popularization, not new evidence (single-source, promotional book interview): per Lifecycle rules it does not lift the page’s confidence, but it widens the corpus’s register to individual-career and mass-market-leadership audiences the operator/academic sources don’t reach.
Partial external validation — the spine, not the cells (Cimino et al. 2025)
Cimino, Corvello, Troise, Thomas & Tani (2025) is the first quantitative test the corpus holds of anything in this lineage: PLS-SEM on 210 Italian innovative startups, with sensing, seizing and transforming modelled as a reflective second-order construct. It validates exactly half of what this page claims, and the half it does not reach is the half this page is actually about.
What it supports. The three-cluster spine loads as a coherent latent factor (AVE 0.750, rhoC 0.900) and predicts technological (β = 0.447), collaborative (β = 0.615) and sustainable (β = 0.662) performance. Sense/seize/transform survives contact with a survey instrument and a structural model, on a firm population — early-stage micro-firms — about as far from W&W’s seven German incumbent MNCs as the construct is likely to be pushed.
What it does not touch. The instrument is Kump & Kessler (2019), which measures the three clusters in their generic form: market scanning, knowledge absorption, change execution. Nothing in it is digital-specific, and none of the nine microfoundations on this page — digital-scouting, digital-scenario-planning, digital-mindset-crafting, and the six below them — appears as a measured construct. The nine cells remain qualitatively grounded in W&W’s 27 interviews and have never been quantitatively tested. The confidence: on this page rose only 0.82 → 0.85 for that reason: a seventh source arrived, but it reinforces the foundation rather than the structure.
This is also a modest datapoint for the transformation-primitive hypothesis in Debates and supersession below. Cimino’s firms are digital-native startups, so the cells’ digital flavour is not tested against a non-digital setting the way Rolls-Royce tested it — but the fact that a generic Teece instrument reproduces the spine on which the digital cells sit is weak evidence that the cells’ digital-ness is a layer, not the load-bearing part.
Debates and supersession
- Digital-specific scope vs transformation-primitive scope. Warner & Wäger 2019 derives the vocabulary from a 27-interview sample on digital transformation. Erginbilgiç 2026 is the wiki’s first pure non-digital case that maps gracefully onto three cells (
strategic-renewal/organizational-culture,digital-seizing/strategic-agility,contextual/internal-barriers). The wiki’s working hypothesis — cells are transformation primitives whose digital-flavour reflects the original sample, not a load-bearing scope restriction — survives this first test. No supersession; the section above (The model’s reach beyond the digital lens) documents the dual-use interpretation. Further non-digital test cases would either reinforce or qualify the hypothesis. - Backfill of pre-2026-05-14 source pages. The closed vocabulary went live on 2026-05-14; pre-existing source pages do not carry
dynamic_capabilities:tags. Forward-only is the default; a supervised backfill remains a deferred follow-up. No supersession.
Related concepts
- dynamic-capabilities — the broader Teece framework that W&W specialise for digital transformation.
- 2026-04-28-warner-wager-dynamic-capabilities-digital-transformation — the source paper that supplies this vocabulary.
- enterprise-ai-adoption — current-instantiation lens; AI adoption sits inside
digital-seizing(rapid prototyping, balancing portfolios) anddigital-transforming(redesigning internal structures, improving digital maturity).
Open questions
- Should
dynamic_capabilities:tags carry an optionalconfidence:like typed relationships? Deferred — the tag is currently a binary “touches / doesn’t touch” classification. - Should the role taxonomy be extracted into
wiki/.vocab/roles.yamlso lint and future Quartz views can read it programmatically? Deferred to whichever issue first needs programmatic access; for now the vocabulary lives here. - Backfill of pre-2026-05-14 source pages is forward-only by default. A supervised backfill pass is a candidate follow-up issue.