Outcomes, not output.
Planner + Executor
Separation of reasoning and action for reliability and debuggability.
Multi-Step Flows
State machines and graphs that survive partial failures.
Tool Use
Typed tool definitions with retries, timeouts, and result validation.
Observability
Trace every step. Replay any run. Catch regressions before users do.
A repeatable path
from idea to production.
Scope
Define the agent's job, tools, and explicit success criteria.
Wire
Build tools as typed functions with deterministic behavior.
Guard
Add validation, rate limits, and human approval gates where needed.
Observe
Trace, evaluate, and iterate on real runs in production.
Tools we reach for.
Battle-tested across production deployments. We pick what fits the problem — never the other way around.
Where it shines.
Research agents
Browse, synthesize, and cite — replacing hours of manual analyst work.
Operations automation
Triage tickets, route requests, and execute SOPs across internal tools.
Sales & outreach
Personalized prospecting at scale with CRM-aware context and follow-ups.
Questions we get a lot.
Still wondering?
We answer every inquiry within 6 hours on average. Send the weirdest question — we like those.
Talk to usTELL US WHAT
TO SHIP.
One short message gets a real plan back, usually within 6 hours. No decks. No "let's hop on a call to scope a call."
↳ Avg response time: 6 hours
