Three ways to work with us.
AI applications
Custom AI products, built end-to-end. We start from the user problem, not the model - then pick the smallest stack that solves it.
Most clients come to us after an in-house experiment that worked technically but never reached production. We get it across the finish line.
- — Discovery and scoping (1 week)
- — Production build on a modern AI stack
- — Auth, payments, and infrastructure
- — Observability and prompt evals
- — Handover docs or ongoing iteration
- — Week 1: discovery, scope, architecture
- — Weeks 2 – 3: build the first production version
- — Week 4: beta with real users, iterate
- — Then: extend, monitor, or hand over
Agents & automation
n8n workflows, AI agents, and internal tooling that replace manual work. We build the boring infrastructure that quietly compounds.
Best fit for teams who know they're losing hours per week to copy-paste, manual triage, or one-person bottlenecks — and want to fix it without hiring.
- — Workflow audit and prioritisation
- — n8n / agent builds with versioning
- — Error alerting and retry logic
- — Internal admin UI where needed
- — Documentation your team can edit
- — Days 1 – 3: audit current workflows
- — Week 1: first automation live
- — Weeks 2 – 3: expand to remaining workflows
- — Ongoing: small monthly retainer if useful
Applied AI advisory
For teams deciding what to build. One-week sprints that end with a concrete recommendation, a working spike, and a budget — not a slide deck.
Useful when you have AI on the roadmap but no clear path from idea to production, or when an existing build has stalled and you need a second opinion.
- — Stakeholder interviews
- — Technical and vendor landscape review
- — A working prototype where helpful
- — Written recommendation with trade-offs
- — Budget and timeline for the next phase
- — Day 1: kickoff, align on the question
- — Days 2 – 4: research, interviews, spike
- — Day 5: written recommendation delivered