The work, and what it changed.

The engagements below are illustrative examples of the kind of work we take on, described without client-identifying detail.

Illustrative example Financial services

A document desk that reads its own inbox

RAGDocument AIWeb app
Brief

An operations team was keying data out of thousands of inbound PDFs each month and could not scale past its headcount.

What we built

An extraction pipeline with a retrieval layer over the client's own policy library, a reviewer interface that shows every answer next to its source page, and an evaluation suite that blocks a release when accuracy drops.

Outcome

Reviewers moved from typing to confirming, and every automated decision carries a citation an auditor can open.

Illustrative example Logistics

Planning software that explains its suggestions

ForecastingPlatformMobile
Brief

Dispatchers ignored an existing optimiser because it produced plans nobody could argue with or override.

What we built

A rebuilt planning service with a forecast model, a constraint layer dispatchers can edit in place, and a driver app that reflects changes immediately.

Outcome

Suggestions became a starting point rather than a black box, and adoption followed.

Illustrative example Healthcare

Clinical intake without the clipboard

Product designWeb appCompliance
Brief

Patient intake ran on paper and a portal built for desktops, and the clinical team spent evenings transcribing it.

What we built

A mobile-first intake flow, a records integration, and a design system the client's own team now extends without us.

Outcome

Intake data arrives structured, and the evening transcription shift is gone.

Illustrative example SaaS

From prototype to a platform that holds

MVPArchitectureDevOps
Brief

A funded startup had a demo that won meetings and an architecture that fell over at a few hundred users.

What we built

A staged rewrite behind the existing interface: a new data model, background processing, deployment pipelines and monitoring, shipped without a freeze.

Outcome

The product kept selling while the foundation underneath it was replaced.