D8DataM8
From AI access to reliable work

Make AI dependable in the workflows that matter.

DataM8 turns real work into expert demonstrations, reusable evaluations and continuous human feedback—so your team can decide what is ready, what needs review and what should improve next.

Start with one workflow See how it works
Customer-owned assetsExpert-validated qualityEvidence for release decisions

Workflow evaluation

Expense review and approval

Ready for review

RELEASE READINESS

86%

2 critical failures

Release held until critical cases pass

Cases tested

96

Regressions found

7

FROM WORKFLOW TO DECISION

Build the missing layer between a model and reliable work

1

Define the workflow

Map the outcome, systems, evidence, risks and decisions that matter.

2

Build the evaluation

Create representative cases, expert baselines, rubrics and release thresholds.

3

Improve with evidence

Find failure patterns, route review to people and turn corrections into regression cases.

ONE PLATFORM, MANY WORKFLOWS

Start where the outcome is measurable

Finance operations are a practical starting point, not a boundary. DataM8 supports any bounded knowledge workflow where expert evidence, clear quality standards and accountable human review matter.

Finance and operations
Customer support
Legal and compliance
Software and technical work
Research and analysis
Specialist knowledge workflows

Prove one workflow before you scale it.

Begin with a bounded workflow, a clear decision and reusable evaluation assets your team owns.

Explore workflows