emergenta.space

emergenta

We embed with product teams shipping AI features in production.

Four to eight weeks. End to end. You keep the code, the patterns, and the team that’s now AI-native by working with us.

No retainers. No slop. No ten-page proposals.

What we build

If your team isn’t AI-native yet, we embed for a few weeks and ship what would otherwise take you six months to learn.

LLM features. Agents. RAG over your own data. Voice. Internal AI tooling. The full path from “we have an idea” to “it’s in production and we know it works.”

End-to-end because that’s where the real time sink lives — not in the model layer, but in the product, infra, evals, and UX around it.

How we work

01 — outcomes, not hours

Fixed scope, fixed price, fixed timeline. If we underestimate, that’s on us. No timesheets, no padded weeks, no surprise change orders.
02 — we give the recipe away

The frameworks, evals and infra patterns we use — we publish them. If you can apply them yourself, do. We’re here for the teams who’d rather ship now than learn for six months.
03 — straight talk

No “AI transformation.” No “unlock value.” If we don’t think we can help, we’ll say so on the first call and point you somewhere better.
04 — one team with yours

Not a vendor. Not a managed service. We sit in your Slack, your repo, your standups. Your engineers learn by building with us, not from us.

What we won’t do

Write you a strategy deck that nobody reads.
Sell you an AI feature you don’t need.
Sign hourly retainers we both know you can’t audit.
Pretend a demo is production.
Take a project we can’t actually ship.

If that’s what you need, there are firms for it. We’re not them.

The pod

Three partners and a trusted pool we pull from when scope grows. Product, infra, AI engineering — under one roof.

We’ve shipped AI features in production before. We’re early in making this our public practice, which means: you get people who care about your project as their portfolio piece, not as their twentieth ticket.

Estonian entity for contracts. English. IP yours from day one.

Contact

Best way to reach us:

Send what you’re trying to ship, roughly when you need it, and what’s blocking your team from doing it in-house. We reply within two working days. If we’re not the right fit, we’ll tell you so and point you to who is.