How we approach a real engagement.
Case studies are added as work ships. Here's the shape they take: the constraint, the approach, the result.
Modernizing a legacy claims workflow
A mid-size financial services firm was running claims intake on a system last substantially updated over a decade ago.
Zero tolerance for downtime during business hours, plus strict data-residency requirements on client records.
Phased legacy modernization with an on-premise LLM assisting document triage — nothing left the firm's infrastructure.
Add the measurable result once the engagement ships.
Private document search for a litigation team
A litigation team needed fast search across a large, growing set of case files and discovery documents.
Privileged material could not be sent to any third-party API under the firm's client agreements.
Self-hosted retrieval and search running entirely on firm-owned hardware, indexed locally.
Add the measurable result once the engagement ships.
AI readiness sprint to a prioritized roadmap
Leadership suspected AI could help across several workflows but had no way to separate real opportunity from hype.
Limited engineering headcount — anything recommended had to be buildable by a small team.
A structured readiness sprint scored each opportunity for feasibility and impact, with a build-vs-buy call on each.
Add the measurable result once the engagement ships.
Want to be the next one?
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