Consultation → Done-for-you
AI agents that remember, govern themselves, and don't run away with your bill.
Most "AI agents" are a prompt wrapped around a frontier API — expensive per call, amnesiac between sessions, impossible to keep on the rails. We build the other kind. Hire us for as little or as much of that as you need.
Engage us at any depth
Start low, move up when it earns it. You always own the result.
Tell us what you're building
"Here's the agent I want."
- Cost model — where your tokens actually go, and how to cut them
- Memory strategy — what to remember, and how, without context bloat
- Tool & guardrail design — how to keep it in its lane
- Honest build-vs-buy — including "you don't need us"
You walk away with a plan you own — build with us or not.
Build it with us
"My team wants to own it."
We work alongside your engineers. You keep the keys and the codebase; we bring the patterns, pair on the hard parts, and review as it comes together — a shortcut past the expensive mistakes.
Just build the agent I want
"Deliver it working."
Tell us the agent you want. We design it, build it, deploy it, and hand it over — or run it for you. End-to-end, delivered working, not a prototype.
The proof is shipping software
Not a slide deck — installable code and a household of agents that have been alive for months.
Mnemara — the agent runtime
pip install mnemara. The role doc is re-read and enforced on every turn — the rule that fires on turn 1 still fires on turn 101. This is how you get an agent you can actually trust in production.
Huginn — institutional memory
Deflects a large share of a team's LLM queries to a local model that knows your codebase. Runs on your hardware. No data leaves your infrastructure.
Persistent agents, not chat sessions
Agents that wake, work, consolidate the day's memory overnight, and continue the next morning with continuity intact. The hard part of agents — already solved and running.
Cost discipline, tiered
Deterministic code first, a local model next, a frontier API only when the reasoning genuinely requires it. Frontier calls are the exception, not the default.
What we're good at
The things that are hard to copy — because they're architecture, not prompts.
Memory that persists
Real nightly consolidation into durable, validated long-term memory — not context-window tricks. Your agent gets smarter over time instead of starting from zero every session.
Self-governance you can audit
Rules live in a role document the agent obeys on every turn. You can read exactly what it will and won't do — and it enforces that on itself.
On-prem and owned
Local inference, embedded vector DB, no SaaS dependency. Your model, your data, your hardware. Air-gappable end to end.
No lock-in
We build systems you own and can run without us — open-source inference, no per-seat licensing on the model layer. If the honest answer is "you don't need a custom agent," we'll say so.
Have an agent you want built?
Or one that's already costing too much and remembering too little? Start with a consultation — we'll tell you what it takes.