Enterprise AI
Retrieval-grounded assistants, extraction models and decision support deployed inside your security perimeter with evaluation and audit built in.
Assistants and models your risk team can approve
Grounded answers
Retrieval over your governed content with citations on every response.
Continuous evaluation
Golden datasets and regression tests run on every model change.
Cost control
Model routing, caching and budget alerts keep inference spend flat.
Full auditability
Prompt, context and output retained for every decision.
Capabilities included
- Retrieval architecture
- Assistant interfaces
- Extraction pipelines
- Evaluation harness
- Guardrails and policy
- Usage analytics
Typical results from this work
71%
Reduction in manual review
94%
Evaluation set accuracy
10 wks
Concept to production
Client snapshot
Insurance claims operation
- Challenge
- Specialists reading unstructured documents to triage every claim.
- Approach
- Extraction plus a triage model with confidence-based human routing.
- Result
- Triage time reduced 68% above the manual accuracy baseline.
A predictable delivery rhythm
- 01
Assess
Two-week diagnostic covering systems, workflows, cost drivers and data readiness.
- 02
Architect
Target state, sequencing plan and a costed business case your board can approve.
- 03
Implement
Joint squads ship in two-week increments against production quality gates.
- 04
Optimize
Enablement, runbooks and twelve months of benefit tracking after handover.
Questions we are asked most
Let's scope the first measurable win
Book a call with a senior principal. We will tell you within thirty minutes whether we are the right partner for the problem.