Agents in production.
Value in weeks.
A small team of senior engineers shipping autonomous agents, LLM products, and automation that hold up in production — not pilots that never leave staging.
Small team.
Senior work.
We don't sell discovery phases. We embed, build, and put working AI in front of real users — then tune it against evals until it earns its keep.
Senior engineers only. Model-agnostic, and focused on the gap between a demo and a system that runs reliably without us watching it.
Our process →Systems we put into production
A sample of recent builds — live, autonomous, earning.
The first MCP server to close real car transactions — an autonomous closer that searches inventory, negotiates, and reserves with live payment holds.
An AI broker that prices, sources, and negotiates car leases end-to-end — collapsing days of dealer back-and-forth into a single conversation.
A premium air-mobility booking platform with AI-assisted routing and brand — currently in active design and build.
A community-to-WhatsApp funnel that qualifies inbound, routes hot leads, and keeps a moderation queue clean — running unattended, all day.
A grading harness that scores every agent run against a quality floor before it ships — so autonomy never means shipping something broken.
From spike to system
Strategy, build, and operations for teams that want AI in production.
AI Agents & Automation
Autonomous agents with tool use, MCP integrations, and human-in-the-loop escalation. They do real work, with guardrails that hold.
LLM Products
Copilots, chat, RAG, and structured extraction built into your product — fast, grounded, and tuned to your data.
AI Strategy & Architecture
Model selection, eval design, cost and latency budgets, and a roadmap that survives contact with production.
Rapid Prototype → Prod
A working system in front of users in weeks, then hardened against evals until it runs without us watching.
Weeks, not quarters
One sequence, run tight. You see working software almost immediately.
Scope
We pressure-test the idea, define the eval, and agree on what "done" means before writing a line.
Prototype
A working spike in front of real inputs. Ugly is fine — proof is the point.
Ship to prod
Hardened, instrumented, and behind your real users. Graded against the eval before it goes live.
Scale & operate
We tune cost, latency, and quality as volume climbs — or hand off a system your team can own.
Ways to work together
Fixed-scope sprints and advisory are billed and paid securely online; retainers invoice monthly.
Build Sprint
from $60,000 · fixed scopeA working AI system in production in 2–4 weeks.
- Scope & eval design
- Agent / product build
- Ship to production
- Two iteration rounds
Embedded Partner
from $40,000 / monthA senior AI team plugged into yours, shipping continuously.
- Roadmap & build capacity
- Agents, RAG & automation
- Evals & reliability
- Priority response
Advisory
from $1,000 / sessionDirection for teams building AI on their own.
- Architecture & model review
- Eval & reliability strategy
- Cost / latency tuning
- Async follow-up notes