AI · Data · Cloud · Software
We don't rent you engineers.
We take on the problem and ship it.
DataGrokr takes on the data, cloud and AI-infrastructure work that has to be right — owned end to end, and we stand behind what we ship. You're buying a result, not a resource.
Built on trusted foundations
How we work
We take on problems, not roles.
Plenty of vendors will sell you a developer by the month. We'd rather own a problem and answer for the result — which is why clients hand us the work they can't afford to get wrong.
Get the evidence first
A fixed-scope assessment — about three weeks, priced and scoped up front — tells us both what's actually wrong before either of us commits to anything bigger.
Start here →Prove it where the risk is real
Before anything scales, we prove the approach on your real data, on the piece of the problem that actually matters — a pilot, not a demo.
Build it, and stand behind it
We build for production against testable invariants, not aspirational goals — then hand it to your team to run, or stay and operate it with you.
How we deliver →How we think
Trust, understanding, or action — which one do you actually need?
We call these Truth, Intelligence, and Decision — three different kinds of problem. Not every engagement needs all three.
Truth
A representation of business reality you can actually trust.
Intelligence
Understanding why it happened, not just what happened.
Decision
Insight embedded into how the business actually operates.
Problems we solve
Four problems, one standard.
Data foundations you can trust
Trustworthy data that faithfully represents your business — so leaders can finally bet a decision on the number in front of them.
Explore 02 · AIAI, applied where it matters
Finding where AI genuinely changes what's possible — and engineering it so you can trust the decisions it touches.
Explore 03 · CloudCloud and platforms that scale
Cloud foundations that stay clean, controlled and affordable as you grow — without the lock-in.
Explore 04 · SoftwareSoftware, built to last
Whole applications, built and owned end to end — built to run long after launch.
ExploreNot sure which one fits, or whether what you have can be trusted? Start with a fixed-scope diagnostic →
Selected work
Proof, in the shape that matters.
180TB Teradata → Snowflake
Real-time lead scoring
Proof, in numbers
Generated in the first six months of a procurement recommendation engine, live across the US and Europe.
One continuously-audited security posture across a Fortune 500 estate, with automated remediation built in.
Cutting a Snowflake bill through sizing, automation, and storage levers — with zero performance trade-off.
Figures drawn from separate engagements. Select a result for its full context.
What we're finding
Complexity doesn't announce itself. It accumulates.
AI coding assistants removed the natural speed limit that used to contain everyone's mistakes. The next wave of production failures won't come from incompetence — it'll come from silent, confident, AI-assisted mediocrity, shipping faster than any review process was designed to handle.
Next step
Got a problem you can't afford to get wrong?
Tell us what you're working on. We'll come back within one business day.