Technology agents that power
our business and custom solutions.

The six that go first

These are what every enterprise asks for in month one.

• Profiler
• Pipeline watcher
• Freshness monitor
• Test generator
• Lineage mapper
• PII classifier

The eight families

Each one is a slot — build it with us, or connect the tool you already own.

1. Data quality

Trust in the data itself — Profiling and rules run on every load, not on a quarterly audit.

• Profiler
• Rule generator
• Anomaly sentinel
• Reconciliation
• Duplicate resolver
• Null-cause tracer

Or connect: Great Expectations, Soda, Informatica DQ

2. Observability

Trust in the pipeline — Catches the jobs that succeed but produce nothing, and the queries that run away with the budget.

• Pipeline watcher
• Freshness monitor
• Cost sentinel
• Alert deduper
• Incident narrator

Or connect: Monte Carlo, Datadog, Bigeye

3. Testing

Trust in the change — Where AI writes a large share of the code, tests have to be generated at the same rate.

• Test generator
• Data contract tester
• Regression runner
• Synthetic data
• Coverage auditor

Or connect: dbt tests, Great Expectations, Soda

4. Lineage and impact

Trust in the change you are about to make — Column-level lineage parsed from the code itself, because documentation is always out of date.

• Lineage mapper
• Impact analyser
• Orphan hunter
• Schema drift

Or connect: Collibra, Alation, OpenLineage

5. Security and governance

Trust in who can see what — Continuous, not an annual attestation exercise.

• PII classifier
• Access reviewer
• Policy enforcer
• Audit trail assembler
• Secret scanner

Or connect: BigID, Immuta, Varonis

6. Engineering productivity

Trust that the backlog moves — Legacy platform to cloud, legacy SQL translated with equivalence proved rather than assumed.

• Migration agent
• Code documenter
• Refactor agent
• Connector builder
• Query optimiser

Or connect: No credible incumbent

7. Model operations

Trust in the models — Drift detection with a retrain trigger attached rather than a dashboard.

• Drift detector
• Eval harness
• Prompt version guard
• Hallucination auditor

Or connect: Fiddler, Arize, WhyLabs

8. Supervision

Trust in the agents themselves — Monitors every other agent in the estate: which fired, which a human overrode, which is drifting.

• Agent supervisor

Or connect: Nothing on the market

Start with one process

A ninety-minute session produces the agent map, the data products behind it, the persona mockups and the ROI framework — for your process, in your language.