The work, with the numbers attached.
Client names are held under NDA where required. The metrics are not — every engagement below was scoped against a measurable outcome and reported on after launch.
Replacing 14 spreadsheets with one production platform
The challenge. A Michigan manufacturer ran scheduling, quality, and shipping across spreadsheets and a 2009-era ERP add-on. Every plant kept its own version of the truth.
What we built. We built a custom web platform on React and Node with event-driven sync into their ERP, rolled plant by plant behind a stable integration layer.
An AI claims triage copilot with citations
The challenge. Adjusters spent hours reading policy documents to classify claims, and an earlier chatbot pilot was abandoned after it produced confident wrong answers.
What we built. We built a retrieval pipeline over their policy corpus with permission-aware access, plus an eval suite gating every prompt and model change in CI.
An offline-first mobile app for 900 technicians
The challenge. Technicians lost work orders in buildings with no signal, and the legacy app crashed often enough that crews kept paper backups.
What we built. A native Swift and Kotlin rebuild with conflict-safe local persistence, queued mutations, and phased store rollouts with crash monitoring.
Seed-stage MVP launched in seven weeks
The challenge. A two-founder team had nine months of runway, a twelve-month roadmap, and no engineers on payroll.
What we built. A one-week discovery sprint cut scope to the single riskiest assumption, then three build sprints delivered an instrumented, billing-enabled MVP.
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100+ Engineers · Shelby Township, MI · 100% US-Based