Services
Our work clusters into agentic AI, systems engineering, and short-form engagements. Pick the shape that matches where you are.
01 / Agentic
The substrate production agents need: memory, tool-use, evaluation loops, observability, guardrails.
good fit when → your agent works in dev, breaks under real traffic
not a fit when → you're still validating whether to build an agent at all
02 / Agentic
Embedding LLMs and agents into existing products without rebuilding the product around them.
good fit when → you have a real product and a small AI surface area to add
not a fit when → you want a brand-new AI-native greenfield product
03 / Systems
Backend architecture, scaling, event-driven coordination, multi-tenant data isolation.
good fit when → traffic is growing faster than the architecture
not a fit when → you need a single-tenant CRUD app — you can do that in-house
04 / Systems
Pipelines, warehouses, analytics infrastructure that holds up when the dashboards stop being optional.
good fit when → analytics is becoming load-bearing
not a fit when → you're still in the spreadsheet era and want to stay there
05 / Engagement
Recurring senior review on a small retainer — design reviews, code reviews, second opinions.
good fit when → you have a team, but no one to bounce hard calls off
not a fit when → you need someone hands-on-keyboard daily
06 / Engagement
2-4 week engagement that ends with an architecture document and a recommendation you can act on.
good fit when → leadership needs an outside read before committing
not a fit when → the decision is already made and you want validation
What an engagement looks like
Discovery
An outside read on the architecture you have or are about to commit to. Ends with an architecture document and an actionable recommendation.
Build / integrate
We help your team build the integration that's blocking production. Help, not replace — the work product stays yours.
Architect on call
Recurring design and code review. A senior second mind on a small retainer, available for the hard calls.
We'll reply within two business days with whether we're the right fit.