Illustrative engagements based on the patterns we deliver. Anonymized and composited. Real client references available under NDA. Use these pages to understand how we scope, what we measure in a Rapid POC, and what production hardening usually includes. Not to infer a specific customer relationship.
We will share scoped references after a short call and a mutual NDA.
Disclaimer. Illustrative engagements based on the patterns we deliver. Anonymized and composited. Real client references available under NDA.
Each card carries its practice tag. Scan by industry shape, then click into the pattern that fits your workflow.
Mid-market specialty insurer (illustrative, anonymized pattern)
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.
North America logistics operator (illustrative, anonymized pattern)
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.
Healthcare billing services firm (illustrative, anonymized pattern)
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.
B2B SaaS company (illustrative, anonymized pattern)
This pattern fits SaaS teams where tier-1 tickets repeat: invoices, seat counts, plan mismatches, and refund policy questions. The agent reads account state with least privilege, proposes actions within policy, and escalates when confidence drops or a human must approve money movement.
Industrial manufacturer (illustrative, anonymized pattern)
This pattern is for teams where technicians ask the same questions across plants but answers depend on machine revision, region, and superseded bulletins. The assistant must cite sources, respect access control, and refuse when evidence is weak, because wrong torque is not a branding problem.
Fintech product and risk team (illustrative, anonymized pattern)
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.
The four checkpoints behind every pattern below. Scope, build, measure, decide.
Pick one workflow with painful volume and clear ground truth. Agree the acceptance tests that decide go/no-go.
Sandboxed Rapid POC on your real data and at least one production-adjacent system, with humans in the loop where needed.
Precision and recall, latency percentiles, and cost per thousand operations. Published, not hand-waved.
A written production milestone plan with hardening, monitoring, and SLOs, or a stop memo with reasons.
Honest answers about how we frame outcomes, names, and references. If something isn't covered here,ask us directly.
No. These are anonymized industry archetypes that reflect common engagement patterns we deliver. References are available under NDA when applicable.
We do not publish client-specific financial outcomes on the open web. Outcomes on detail pages are directional ranges typical to the pattern, not audited figures for a named account.
Discovery anchors on a single workflow with painful volume and clear ground truth. We pick the pillar that matches that workflow, not the other way around.
Patterns are a way to anchor scope conversations. Production code is built for your environment, your data, and your security model. Never copy-pasted.
Pick the pattern closest to your workflow. We will reply within one business day with a Rapid POC scoping call.
