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VisionVolve → AI-Native: Missing Critical Capabilities (BDN)

Cranfield BDN of the capabilities VisionVolve must build to become an AI-Native Strategic Consulting firm. Synthesized 2026-07-13 from a 5-agent suite investigation (4 VSM-cluster repo audits + a 19-capability target model). Nodes carry real status: realized / in-progress / planned / at-risk.

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IS/IT ENABLERS ENABLING CHANGES BUSINESS CHANGES BUSINESS CAPABILITIES BUSINESS BENEFITS INVESTMENT OBJECTIVES DRIVERS signal/1.0 schema (vv-standards) 1 engagement-graph export schema 2 operate 4-lens reasoning substrate 3 IAM JWT + action-level authz 4 backlog portfolio API + depends_on 5 catalog slug registry + verify_surfaces 6 design-system token package/API 7 airtime on-device capture pipeline 8 visionvolve-news KG + causal extractor 9 agent fleet (skills / plugins / Claude Code) 10 Define & ship the signal contract 11 Auto-structure ambient/news → signals 12 Promote backlog → capacity-aware portfolio 13 Instantiate a minimal engagement entity 14 Extract shared method/render engine (operate↔AITP) 15 Ship engagement-graph export + brief generator 16 Runtime brand-emission package 17 Encrypt client data + consent/retention 18 Version methodology IP off-laptop (git) 19 Wire event bus → algedonic alerts 20 Sensing feeds reasoning automatically 21 Deliverables regenerate from live data 22 Firm sequences work against capacity 23 Every engagement enriches the canon 24 Humans ratify; agents produce 25 Agentic analysis orchestration (keystone) 26 Unified multi-lens reasoning substrate 27 Automated sensing → reasoning 28 Living brand-grade generative deliverables 29 Firm self-management (portfolio/capacity/algedonic) 30 Compounding methodology + evidence asset 31 Governed IP / provenance / consent 32 Requisite variety at 2-person scale analytical throughput vs 20-person practice discovery→artifact cycle time Compounding knowledge moat marginal cost per engagement canon reuse rate Strategy-as-subscription (living deliverables) deliverable refresh latency recurring revenue % Trustworthy AI output at volume provenance coverage self-audit pass rate Predictable multi-engagement delivery on-time client commitments WIP vs capacity Un-governed agentic volume → liability ⚠ DIS-BENEFIT Become an AI-Native Strategic Consulting Firm 33 AI commoditizes analysis — clients expect AI-native advisors EU AI Act / regulatory clock 2-person scale vs market variety (requisite variety) Incumbents cannot offer living/subscription strategy 1 Keystone gap: 1 of 5 binding contracts (signal) is unbuilt — the sense→reason seam. The finding across all clusters: the missing capability is the SEAMS between tools, not more tools. 2 S3 self-management is not a new organ to grow: promote backlog to a capacity-aware portfolio (absorb the CA registry) + wire the existing event bus to humans. Parts on the shelf; assembly is the gap. enables establishes delivers requires targets prompts depends VisionVolve → AI-Native: Missing Critical Capabilities (BDN)
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promptsAI commoditizes analysis — clients expect AI-native advisors → Become an AI-Native Strategic Consulting Firm
promptsEU AI Act / regulatory clock → Become an AI-Native Strategic Consulting Firm
prompts2-person scale vs market variety (requisite variety) → Become an AI-Native Strategic Consulting Firm
promptsIncumbents cannot offer living/subscription strategy → Become an AI-Native Strategic Consulting Firm
targetsRequisite variety at 2-person scale → Become an AI-Native Strategic Consulting Firm
targetsCompounding knowledge moat → Become an AI-Native Strategic Consulting Firm
targetsStrategy-as-subscription (living deliverables) → Become an AI-Native Strategic Consulting Firm
targetsTrustworthy AI output at volume → Become an AI-Native Strategic Consulting Firm
targetsPredictable multi-engagement delivery → Become an AI-Native Strategic Consulting Firm
deliversAgentic analysis orchestration (keystone) → Requisite variety at 2-person scale
deliversAgentic analysis orchestration (keystone) → Compounding knowledge moat
deliversUnified multi-lens reasoning substrate → Requisite variety at 2-person scale
deliversUnified multi-lens reasoning substrate → Strategy-as-subscription (living deliverables)
deliversAutomated sensing → reasoning → Requisite variety at 2-person scale
deliversAutomated sensing → reasoning → Compounding knowledge moat
deliversLiving brand-grade generative deliverables → Strategy-as-subscription (living deliverables)
deliversLiving brand-grade generative deliverables → Requisite variety at 2-person scale
deliversFirm self-management (portfolio/capacity/algedonic) → Predictable multi-engagement delivery
deliversCompounding methodology + evidence asset → Compounding knowledge moat
deliversCompounding methodology + evidence asset → Strategy-as-subscription (living deliverables)
deliversGoverned IP / provenance / consent → Trustworthy AI output at volume
dependsGoverned IP / provenance / consent → Un-governed agentic volume → liability
requiresSensing feeds reasoning automatically → Automated sensing → reasoning
requiresSensing feeds reasoning automatically → Agentic analysis orchestration (keystone)
requiresDeliverables regenerate from live data → Living brand-grade generative deliverables
requiresFirm sequences work against capacity → Firm self-management (portfolio/capacity/algedonic)
requiresEvery engagement enriches the canon → Compounding methodology + evidence asset
requiresHumans ratify; agents produce → Agentic analysis orchestration (keystone)
requiresHumans ratify; agents produce → Unified multi-lens reasoning substrate
establishesDefine & ship the signal contract → Sensing feeds reasoning automatically
establishesDefine & ship the signal contract → Automated sensing → reasoning
establishesAuto-structure ambient/news → signals → Sensing feeds reasoning automatically
establishesAuto-structure ambient/news → signals → Automated sensing → reasoning
establishesShip engagement-graph export + brief generator → Deliverables regenerate from live data
establishesShip engagement-graph export + brief generator → Living brand-grade generative deliverables
establishesRuntime brand-emission package → Deliverables regenerate from live data
establishesPromote backlog → capacity-aware portfolio → Firm sequences work against capacity
establishesInstantiate a minimal engagement entity → Firm sequences work against capacity
establishesWire event bus → algedonic alerts → Firm sequences work against capacity
establishesVersion methodology IP off-laptop (git) → Every engagement enriches the canon
establishesExtract shared method/render engine (operate↔AITP) → Humans ratify; agents produce
establishesExtract shared method/render engine (operate↔AITP) → Unified multi-lens reasoning substrate
establishesEncrypt client data + consent/retention → Governed IP / provenance / consent
enablessignal/1.0 schema (vv-standards) → Define & ship the signal contract
enablesairtime on-device capture pipeline → Auto-structure ambient/news → signals
enablesvisionvolve-news KG + causal extractor → Auto-structure ambient/news → signals
enablesbacklog portfolio API + depends_on → Promote backlog → capacity-aware portfolio
enablescatalog slug registry + verify_surfaces → Instantiate a minimal engagement entity
enablesbacklog portfolio API + depends_on → Instantiate a minimal engagement entity
enablesoperate 4-lens reasoning substrate → Extract shared method/render engine (operate↔AITP)
enablesengagement-graph export schema → Ship engagement-graph export + brief generator
enablesoperate 4-lens reasoning substrate → Ship engagement-graph export + brief generator
enablesdesign-system token package/API → Runtime brand-emission package
enablesIAM JWT + action-level authz → Encrypt client data + consent/retention
enablesagent fleet (skills / plugins / Claude Code) → Wire event bus → algedonic alerts
enablesbacklog portfolio API + depends_on → Wire event bus → algedonic alerts
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