Production case studies

Built for the workflow.Owned by the team.

A selection of systems we have shipped, put into production, and handed over to the people who operate them every day.

Production first

Built around real operational constraints.

Clear handover

Designed for teams to own and run.

Measured outcomes

Focused on practical workflow change.

Selected work

Systems that moved the work forward.

Client details and identifying information are intentionally limited in this public view.

Warehouse aisle with organized logistics inventory

From brittle RPA bots to a workflow the ops team trusts

A growing freight forwarder was losing days to manual shipment checks and RPA bots that broke on every edge case. We redesigned the process first, then added AI where it earned its place. Routine work now clears in minutes, and the team only sees the cases that need a person.

Analytics dashboard showing connected customer data

From five tabs to one customer context workspace

A 26-person B2B SaaS team had five CSMs toggling across CRM, calls, support tickets, and product usage to prepare for every account conversation. We unified the evidence into one customer context workspace, embedded where the team already worked.

Warehouse team working around a packing station

From disconnected cold-chain handoffs to dock-to-door visibility

A 19-person thermal logistics operator was coordinating inventory, billing, delivery, and customer updates across disconnected workflows. We shipped a unified platform in weekly cuts and handed over a system the team could run independently, end to end.

AI integration dashboard showing workflow controls and business metrics

From document search to an auditable underwriting copilot

A 23-person insurance SaaS had four underwriters spending too much time searching submissions and policy manuals. We built a copilot that proposes a recommendation, cites the policy clauses, and keeps every accountable decision with a human.

Charts and metrics in an analytics workspace

From analyst queue to self-serve analytics for operators

A 22-person B2B SaaS had a warehouse that 30 operators could not query without help from two analysts. We built a natural-language layer on top of a governed semantic model and shipped it inside the existing product.

Healthcare operations workspace with organized records

From denial rework to claims triage inside the EHR

A 27-person specialty clinic group was losing hours to avoidable claim denials. We shipped triage inside the existing EHR to flag risky submissions, assemble supporting evidence, and draft appeals for qualified staff to review.

Names, logos, and specific numbers are redacted in this public view. Full references are available under NDA on request.

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Find the workflow worth solving first.

Start with the operational friction you already know. We will help you identify what to measure, what to automate, and what to build next.