For owners and operators of small and mid-size businesses

You already know where the work gets stuck.

You want AI doing real work in your operations. We run AI-assisted workflows in live businesses, then bring what survives into client work. Start with one recurring workflow: a fixed-price assessment ends in a written decision on what to repair, what to test, and what a person keeps.

Start an assessment Talk to us

How working with us goesFind a familiar problemThe technical side

Editorial work moment showing a person reviewing a notebook beside prepared materials.
The decision still belongs to you.
Start with a work problem you recognize
Editorial detail of a marked-up paper draft.
01

I keep rewriting the same messages.

Use AI to make a solid first draft, then keep the final judgment yourself.

Turn the correction into a check →
 Editorial detail of connected notes and a folder.
02

I lose context when work starts again.

Bring the evidence together so the person deciding does not have to rebuild the thread.

Stop rebuilding context →
03

The output looked fine, and it was wrong.

A schedule came out in the wrong order because a date was treated as text. Check the result before anyone relies on it.

See how it happened →
 Editorial detail of a small organized stack of question cards.
04

I can’t tell whether the work actually happened.

Use AI to prepare the final check, surface missing evidence, and make the result visible before anyone calls the work complete.

Prove the outcome before closing →
A useful boundary

AI can help with the work. It does not replace the person responsible for it.

DXDEV makes the boundary explicit so you know what to ask for, what to check, and when a human needs to decide.

Editorial field-card visual showing a decision, prepared work, and a stop point.
Decision / preparation / stop
Human decides

Intent, facts, commitments, and the things that matter when the answer is not obvious.

AI can

Sort information, draft a first version, surface patterns, and help you prepare.

AI must stop when

Context is missing, the decision is ambiguous, or the next action could cause harm.

When the free guidance is not enough

One recurring workflow needs a clear decision.

If the work still gets stuck after you can name the problem, DXDEV can examine one workflow your team owns. The result may be repair first, stop, or a small pilot with a human review point. Automation is never the default recommendation.

USD 750 Workflow Triage for a 90-minute session and a straight verdict, or USD 4,500 fixed-scope for the full assessment. One workflow, one clear decision, and no artificial scarcity.

Start an assessment How working with us goes Run the free AI fit check
Why trust this

We run this work in live businesses first.

We run AI-assisted workflows in live businesses, then bring what survives into client work. Our field notes record what was tried, what changed, and what still needs a person in the loop. The cases page has short notes from our own operations, each linked to its source.

See notes from our own operations
Redacted photograph of a monitor showing several parallel AI work sessions.
Real workflow snapshot. Session text and identifiers are redacted. This shows simultaneous work sessions, not a performance benchmark.
Observed in our systemHistorical snapshotCurrent operating ruleExample, not a benchmark