The work we'd walk you through at the kickoff.
Eight engagements we picked because the problem was specific, the constraints were honest, and the team we worked with still owns it. Numbers have been rounded for storytelling, not for marketing.
Personalised storefronts that lift GMV without lifting headcount
Replaced editorial sequencing with a session-aware ranker reading the warehouse directly. dbt models, embeddings refreshed nightly, with a fallback to editorial for cold inventory.
Agent-driven fraud ops for a lending fintech
Triage agents read the case file, pull external signals, score the decision tree, and escalate only the genuinely ambiguous. Every action lands in an immutable audit log.
Re-platforming dispatch without taking a single truck off the road
Strangler-fig over 14 months. New dispatch on event-sourced services, IaC from day one, observability before features. Old code retired piece by piece.
A clinician console that 47 nurses actually want to use
Compressed three surfaces into one role-aware console. Design system, offline-first PWA, and the SOC2 controls baked in — not bolted on at the end.
One source of truth for portfolio analytics
Built the semantic layer the way the firm should have done it three years earlier. dbt, lineage, contract tests, and one canonical catalog the whole firm could point at.
Internal CRM that replaced eleven spreadsheets
Internal app on a typed schema with row-level permissions. Migrated the spreadsheets. Wrote down what nobody had written down. Trained the team and left.
Search that learns the trip you're actually planning
Session-state-aware ranking, adaptive filters, and a quiet personalisation layer with explicit reset. We tested the reset more than the personalisation.
An MLOps spine that survived an audit week one
Lineage in dbt, model registry in MLflow, deployment via Argo, and a control map mapped to the auditor's exact language.
Nothing selected in this practice on the public site yet.
We'll happily walk you through unlisted work under NDA — start a conversation.
47 engagements across six sectors
Pattern matches matter. We've usually seen your problem at three other companies — that's the value of a studio over a freelancer.
The work has to outlast the engagement
They didn't replace our team. They made our team better at things we'd been faking for two years.
We've kept the runbooks they wrote. The platform stayed coherent because the writing did.
Six months in, the auditor pointed at the audit log and said 'this is the cleanest control map we've seen this year.'
Bring us the next one.
Most of our best work is under NDA. Send a brief and we'll match it to the closest engagement we can openly share — and walk through the rest on a call.