Independent software & AI studio

We build AI that pays for itself.

data-stack is an independent studio. We build our own data products in the open, and we embed with teams as forward-deployed engineers, building AI agents that do real work.

10+ yrs
Data engineering at scale
0 → prod
From pilot to production
Agentic
AI that takes action
SIGNALS PIPELINE MODELS OUTCOME

The stack we build on

02 · The practice

We build AI agents that do the work.

Automation is the point. We hand your repetitive, high-volume workflows to agents that act inside your own systems. They stay grounded in your data, with a human in the loop, and we take them all the way to production.

Automate a workflow, end to end

Hand a repetitive, high-volume process to agents that do it: they read, decide, and act, instead of just drafting a suggestion for someone else to action.

hours back · fewer errors

An assistant over your own data

A copilot that answers, drafts, and takes action across your documents and systems. It is permission-aware and grounded in your knowledge, not a generic chatbot.

your knowledge · on tap

Connect your systems so agents can act

We wire agents into the tools you already run, like CRM, docs, ticketing and email, so they work across all of them. The pipelines and integrations underneath do the heavy lifting.

one workflow · every tool

Optimize the operational numbers

Where a model genuinely beats a guess: forecasting, scheduling, routing, and allocation. This is the industrial optimization work we cut our teeth on.

the right call · at scale

The backbone

Data engineering and MLOps, done properly.

Agents are only as good as the data and the plumbing beneath them. We build and run the unglamorous foundation, so what we ship stays shipped long after launch.

Pipelines and platforms

Ingestion, transformation, and storage that survive messy, real-world data, batch or streaming. The clean, trustworthy data everything else depends on.

Deployment and serving

Models and agents packaged, versioned, and shipped to production on cloud infrastructure that scales with the load and keeps the bill sane.

Monitoring, evals and reliability

Evals, observability, and alerting so you know an agent is behaving before your customers do, with a human kept in the loop where it counts.

Work with us

Have a problem worth shipping?

Tell us what's stuck between a promising pilot and a result on the floor. We'll tell you honestly whether we can move it, and how fast.

Start a conversation Meet the team