DatVerse · Houston, TX

We build production AI systems that hold up under real load.

Production AI for B2B SaaS, fintech, healthcare, logistics, and manufacturing teams who care about what ships and what survives the second quarter. Most systems don't fail in the demo. They fail at month six, when retrieval drifts, prompts rot, and the dashboard nobody trusts goes back into the engineer's queue.

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Projects Shipped
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Years on Production Systems
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Industries Served
ATL
Ontarget
Rentagade
Dfin
JDM
Cleaques
Cabo Verde

An AI engineering practice for teams who live with production systems.

DatVerse is an AI engineering practice based in Houston. The firm runs a small number of concurrent builds, so the engineers who scope the work also write it. We work with B2B SaaS, fintech, healthcare, logistics, and manufacturing teams across the US, EU, and MENA. Most engagements come through referral.

The short version: written specs before any code, weekly demos from week one, eval suites before agents. The longer version is below.

The surface area, not the aspiration.

Every name on this board appears in one of the case studies above. No future-roadmap framework we're "exploring". Just what we've shipped to production and would ship again.

OpenAI APIClaude APILangChainPineconeLlamaIndexPyTorchONNX RuntimeFastAPINext.jsReactTailwindSupabaseStripePostgres + TimescaleDBSnowflakeBigQuerydbtAirflow

Five steps. Same five every time.

Most agency engagements drift because the rhythm is unclear. We pick a rhythm and keep it.

01

Discovery call

We map the goal, not the feature list. 30-45 minutes, free, no obligation.

02

Lean scope

Written and signed before any code. No surprise rewrites three weeks in.

03

Weekly demos

Visible progress every week, no black boxes. Loom-first, sync when you want it.

04

Async-first

Loom and written notes. We overlap US hours when daily standups matter.

05

Handoff

Docs, CI, and 30 days of post-ship support. If milestone one doesn't land, you don't pay.

Send a short brief. We'll reply within one business day.

The discovery call is free. No NDA gate, no proposal-by-template. If there's a fit, we'll send a lean scope by end of week. If there isn't, we'll tell you who to talk to instead.