Software architecture & engineering consultancy
We join your engineering team and own the messy, high-stakes work: AI agents and MCP integrations, backend architecture, and the systems around them — from discovery through production to adoption.
Start an engagement01 / embed
We work in your repos, your tools, and your delivery rhythm, next to the people who own the outcome. You get engineers who make decisions and ship — not a status deck.
02 / discovery
We trace the architecture, the data boundaries, and the delivery risks before writing code. You get a shared technical direction, a prioritized plan, and clear ownership.
03 / production
We design, implement, test, and deploy the systems that remove the constraint — including the unglamorous reliability work. You get working software with production safeguards and documented decisions.
04 / adoption
We pair with your team, set the operating practices, and close the gaps that block confident ownership. You get a team that runs, extends, and improves the system after we leave.
The full customer-facing website plus an admin platform for bookings and operations, with an AI layer the team runs by plain chat — managing 90+ members with a single admin instead of a larger ops team.
A model-agnostic company knowledge base — works with Claude, Codex, or Copilot — that captures senior engineers' system reasoning and onboards new hires onto complex service repos. Adopted and actively contributed to by the team.
Rebuilt a human-mediated talent-matching service into a self-serve, AI-driven recruiter workflow — integrating across the talent network, recruiter pipeline, hiring flow, and client base, on top of a live production codebase during an acquisition-scale migration.
An architecture-stage engagement: designing a hotel-booking system to integrate with the RMS, PMS, and GDS frameworks the industry runs on — building inside established hospitality-tech standards rather than around them.
AI job matching that explains itself.
Scrapes 30+ job sources every day into a normalized index, scores every role against your profile, and generates a plain-language reason for each match — so you see why a role fits, not just that it did. Live in beta.
An AI-native personal finance system.
Ingests connected financial accounts through data connectors, normalizes them into event pipelines, and runs a governed analysis layer that flags anomalies, evaluates rules, and surfaces patterns with traceable, AI-assisted explanations. In private beta; browser and desktop apps planned.
Tell us what's blocked. We'll help your team move it into production.