Solutions
Specific use cases, delivered and documented.
Eight production AI solutions our consulting practice has delivered into regulated enterprise environments. Each addresses a specific board-level objective, supported by a full audit trail.
Financial Services01 / 11
AI for credit and underwriting
Production credit and underwriting copilots for banks and specialty lenders, documented to SR 11-7 and PRA SS1/23 from week one.
−42%
Decision cycle time
+8pp
First-pass approval consistency
0
Model risk findings on launch
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Insurance02 / 11
AI for claims handling
Generative AI for claims handling - adjuster-led, citation-required, model-risk-approved. Shipped in production with specialty insurers.
−38%
Cycle-time reduction
94%
Adjuster acceptance
0
Model risk findings on first review
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Financial Services03 / 11
AI for KYC, AML and financial crime
Generative AI for KYC, AML and financial-crime investigations - blending graph, rules and retrieval to compress alert-to-decision time.
−54%
Time to disposition
+22%
Investigator throughput
Audit-clean
First regulatory review
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Healthcare04 / 11
AI for clinical documentation
HIPAA-aware clinical documentation copilots, deployed in provider tenancies with strict provenance and PHI controls.
62%
Documentation time saved
+11%
Risk-adjusted coding accuracy
100%
PHI within BAA tenancy
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Healthcare05 / 11
AI for prior authorization
Production prior-authorization automation for payers and providers, fully BAA-covered and clinical-policy-aware.
+19%
First-pass approval uplift
−61%
Review queue time
+14 NPS
Provider satisfaction
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Industrial06 / 11
AI for supplier intelligence and resilience
AI-driven supplier intelligence for industrial enterprises - tier-mapping, risk scoring, alternative sourcing and demand-shock simulation.
Tier-4
Average supplier graph depth
−47%
Time to surface alternatives
12 wks
First-production cycle
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Retail07 / 11
AI for product and editorial content
Generative product and editorial content pipelines for retailers and brands, with explicit brand-voice guardrails and human-edited output.
−47%
Time to publish
+12%
Contribution margin (controlled)
6 langs
Languages in production
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Professional Services08 / 11
AI for private knowledge platforms
Private knowledge platforms with matter-scoped retrieval for law firms, audit practices and A&E firms. Privilege-aware, conflict-aware, partner-led.
67%
Fee-earner adoption by month 4
94%
Reviewer acceptance
−38%
First-draft authoring time
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Financial Services09 / 11
AI model risk validation
Independent, second-line validation of AI, ML and generative systems documented to SR 11-7 and PRA SS1/23. Built so model risk and the supervisor approve, not merely tolerate.
0
Open regulator findings at validation close
6 weeks
Typical validation per model
100%
AI inventory coverage including embedded vendor models
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Delivery10 / 11
AI pilot-to-production recovery
A fixed recovery programme for stalled AI pilots. We fix the four things that keep pilots off production: unclear ownership, no evaluation harness, change management and unmodelled run-cost.
8 weeks
Diagnostic to production go-live
-58%
Modelled run-cost versus the pilot architecture
1
Accountable production owner, named on day one
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Platform11 / 11
AI vendor lock-in exit
A structured exit from a closed AI vendor onto portable, model-agnostic infrastructure. Your data, prompts, evaluations and the resulting IP end up owned by you and movable between providers.
-40%
Typical inference cost after model-agnostic routing
100%
Prompts, data and evaluations owned in your repository
3
Interchangeable model providers behind one gateway
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