Map every initiative to the right business capability.
BizCap Copilot connects Jira initiatives, applications, and compliance controls to a governed capability taxonomy — with explainable AI matching, review queues, and publication-ready architecture views.
244+
Capabilities mapped
110+
Initiatives tracked
< 3 min
Review time
4
Taxonomy levels
Product in action
Dashboard, capability matching, and the unified architecture landscape.
The challenge
Enterprise architects maintain hundreds of initiatives and a multi-level capability taxonomy. Manual mapping is slow, inconsistent, and unauditable. Taxonomy quality drifts; portfolio decisions lack a shared, defensible model.
How it works
A hybrid retrieval and reasoning engine ranks capability candidates with evidence and confidence scores. Reviewers accept or override every assignment. The living landscape links capabilities to apps, compliance frameworks, maturity scores, and strategy options — all on governed NeuroCluster infrastructure.
Outcomes
- Reviewer acceptance of top suggestions above 60% in pilot benchmarks
- Under three minutes per initiative with copilot-assisted review
- Full audit trail for every capability assignment and taxonomy change
- Stakeholder publication portal without EA tool training
Capabilities
Explainable AI matching
Hybrid vector + keyword retrieval, then LLM reasoning with confidence, evidence, and gap detection.
Human-in-the-loop review
Keyboard-driven review queue — AI suggests, humans decide. No silent taxonomy writes.
Living architecture canvas
Unified landscape of capabilities, applications, integrations, and scenario overlays.
Compliance & maturity mapping
NIS2, ISO 27019, and IEC 62443 controls mapped to capabilities and applications.
Portfolio intelligence
PMP scoring, duplicate detection, and KEEP/MERGE/DEFER/VERDICT workflows.
Publication portal
Shareable stakeholder views — present architecture to the business without Ardoq-style complexity.
Workflow
- 1
Ingest
Import initiatives from Jira, Excel, or project charters.
- 2
Match
AI ranks capability candidates with evidence and confidence scores.
- 3
Review
Architects approve, override, or flag taxonomy gaps in a review queue.
- 4
Publish
Export landscape views and audit packs for stakeholders and compliance.
Platform stack
Deployment: Dedicated NeuroCluster tenant — Qwen 3.5-9B, multilingual embeddings, PostgreSQL + pgvector.
More in this sector
Cross-industry platform tools for business capability mapping and governed process execution — applicable to any complex organisation.