— manifesto / 01

We solve the core problem.
Not bill hours.

← the whole pitch

Ten senior ML engineers from Fortune 500 teams. 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.

Book a discovery call → See what we've built
— what's different / 02

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.

— what we ship / 03
01

LLM apps & agents

Agentic workflows, RAG, eval harnesses. Built like software, not demos.

02

ML model development

From data prep to deployed model. Forecasting, ranking, vision, NLP.

03

MVPs from scratch

Founders: we ship your first version. Full stack, opinionated, fast.

04

AI strategy & advisory

Pre-engagement diagnostics. Where to bet, where to wait, what to kill.

05

Custom research

Real benchmarks, papers replicated, novel methods when off-shelf fails.

see all five in detail →

Ready to skip the sales theatre?

30-minute call. We'll tell you if we can help, or who can.

Book the call →
or send the problem

2-sentence email.
No form gauntlet.

We read everything. If it's a fit, we reply within 24 h.

nazarii.kuspys+aizexis@gmail.com →