Insights
Thinking on AI inside
regulated industries
Executive perspectives, reference architectures and three delivered engagements described end to end.
Executive perspective
The current thinking
Success stories
Three engagements, described end to end
Client narratives are anonymised by agreement. Every figure is measured, and the measurement methodology is in the downloadable version of each.
AI agents · Specialty insurance
Submission triage from 4.2 days to 18 minutes with twelve AI agents
A specialist MGA’s underwriting team was drowning in inbound submissions. Twelve co-operating agents rebuilt the intake workflow — without replacing a single underwriter.
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Clinical AI · NHS
NHS referral triage, manual to automated in twelve weeks
2,400 referrals a month against a slipping 18-week pathway target. A DSPT-compliant triage system that ranked clinical urgency without displacing clinical judgement.
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Data platform · Microsoft Fabric
An AI-ready data foundation from fourteen disconnected systems
Govern the foundation first, then build the AI on top. Delivered on Microsoft Fabric — the platform differs, the lakehouse discipline does not.
Read the case studyNamed assets
What already exists to draw on
Twenty-one products, diagnostics, agent patterns, platform components and governance frameworks. Filter by category.
- PolicyCompareIQClause-level policy and slip comparison
- ClassifierIQAsset classification with a firm-specific memory loop
- D&O AnalyzerIQEight-vector D&O underwriting research
- TriageIQSubmission intake scoring and routing — 2026
- AI-Ready BlueprintThree-week fixed-scope data estate diagnostic
- AI Readiness AssessmentData, technology, capability and governance scoring
- Data & AI Roadmap DesignSequenced, costed initiative plan with owners
- AI Operating Model DesignReviewer roles, escalation paths, HITL workflow design
- Technology Stack AdvisoryPlatform selection against your estate and constraints
- AI Agent Architecture & DesignTask boundaries, tool permissions, failure modes
- Document Processing AgentsMulti-format ingestion across email, PDF and ACORD
- Underwriting & Triage AgentsAppetite scoring, capacity checks, context packs
- Claims Processing AgentsClassification, routing and loss-narrative extraction
- RAG Knowledge BasesRetrieval over your wordings, guidance and precedent
- Modern Data Platform DesignMedallion architecture on Fabric, Databricks or Snowflake
- Data Governance FrameworkOwnership, lineage and automated quality rules
- Data Quality Programmes180+ automated tests running on every pipeline refresh
- Underwriting & Claims AnalyticsSemantic layer and agreed portfolio definitions
- Databricks Partnership ServicesLakehouse delivery under the Bronze partnership
- AI Compliance & GovernanceFCA, Lloyd’s, EU AI Act and GDPR in one register
- ROI & Value FrameworkBaselines, KPIs and attribution set before build
No assets in this category yet.