Warner & Wäger Process Model
Confidence 0.82 · 6 sources · last confirmed 2026-07-01
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.
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.