We solve the core problem.
Not bill hours.
Senior ML engineers from Fortune 500 teams — scaled to the size of your problem, not our payroll. No juniors sold as seniors. No 6-month discovery phases. We ship working AI systems for mid-size companies that are tired of agency theatre.
Big agencies sell easy answers at painful prices.
We sell the hard answer at a fair one.
No padded teams
Every engineer on your project ships code.
No discovery roulette
Scoping in days, not quarters.
No vendor lock-in
Your IP, your stack, your team can take over.
No hourly games
Fixed outcomes. Skin in the game.
LLM apps & agents
Agentic workflows, RAG, eval harnesses. Built like software, not demos.
ML model development
From data prep to deployed model. Forecasting, ranking, vision, NLP.
MVPs from scratch
Founders: we ship your first version. Full stack, opinionated, fast.
AI strategy & advisory
Pre-engagement diagnostics. Where to bet, where to wait, what to kill.
Custom research
Real benchmarks, papers replicated, novel methods when off-shelf fails.
AI business process automation
The revenue-adjacent grind, automated. Leads, chat, reviews, visibility.
Companies we build and staff with. Vetted the same way we vet engineers.
Ready to skip the sales theatre?
A 30-minute call or a 2-sentence email. Both live on one page.