This pattern is for leadership teams stuck between long RFP cycles and the need to see real outputs on sensitive internal samples. A Rapid POC is a sandboxed build (landing page plus app plus backend) that proves integration risk, latency, and accuracy early enough to matter.
Ranges typical to the pattern, not audited figures for a named account.
Directional pattern: leadership converges faster because the decision is anchored to measured outputs rather than narrative scoring.
Directional pattern: engineering surfaces integration landmines in days instead of post-contract surprises.
Directional pattern: procurement retains auditability while shortening calendar time.
Illustrative engagements based on the patterns we deliver. Anonymized and composited. Real client references available under NDA.
The shape of the problem and how we ran it. Written for technical evaluators and business owners in one pass.
Procurement had three short-listed vendors and a six-month evaluation plan. Engineering doubted whether any vendor could meet residency constraints and hit latency targets on a realistic document mix. The CFO wanted a defensible decision memo, not marketing claims.
We scoped a 10-day Rapid POC with fixed acceptance tests: extract a defined field set from a redacted sample corpus, run the workflow against a non-production API slice, and publish latency and accuracy tables. Security review ran in parallel with read-only data paths.
A working demo environment with reproducible runs.
A written go/no-go memo with risks, costs, and a production milestone plan.
A handoff checklist for hardening, monitoring, and model change management.
Same disclaimer applies. Anonymised composites with directional outcomes.
Unstructured Data Pipelines
This pattern is for carriers where adjusters and third parties send facts as email threads and attachments, not as clean ACORD feeds. The goal is reliable structured records for routing, reserving, and downstream fraud checks, without asking adjusters to retype what they already wrote.
Read the patternAI Workflow Automation
This pattern fits teams where capacity checks and booking confirmations require logging into multiple carrier systems that were never meant to integrate cleanly. The goal is fewer clicks for operators, fewer missed slots, and a replayable record when a carrier UI changes.
Read the patternIntelligent Document Processing
This pattern is for revenue cycle teams where payer PDFs and faxes arrive in bulk and posting accuracy is non-negotiable. The goal is high straight-through processing with a tight human review surface on the fields that actually drive cash.
Read the patternHonest, specific answers about scope, accuracy, security, and what production looks like. If something isn't covered here,ask us directly.
Not for every program. We scope to what can be proven honestly in the window (usually one workflow and one integration spine) then expand in production phases.
That is still a successful outcome: you avoid funding the wrong production path based on slideware.
Redaction, synthetic samples where needed, VPC isolation, and strict access lists. Formal claims depend on your environment, and we document what is true for your deployment.
You choose production scope, pricing, and a staged rollout plan, or you stop with a documented no-go.
A short note is enough. We will reply within one business day with a Rapid POC scoping call.
