MCP-native · agent-operated governance

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app.datatrek.app/governance
Governance Overview
Production estate · last sync 2 min ago
Agents active
92%
Compliance posture
1,284
Columns mapped
3
Open issues
Lineage · credit_model_v3
snowflake dbt spark feature set model
policy-agentenforced PII residency · 37 assetsdone
ai-monitordrift detected · credit_model_v3review
remediation-agentopened DPIA + playbookdone

Product interface — representative view

Built for the modern governed enterprise

Snowflake-native · dbt · Spark · Airflow · Databricks · BigQuery — connected, crawled, and governed automatically.

The governance gap

Your data moves at machine speed. Your governance doesn't.

Manual catalogs go stale the day they ship. AI ships faster than anyone can govern it. The gap between the two is where audits fail and incidents start.

"Where did this data come from?"

When the auditor asks, the answer shouldn't take three weeks of engineering archaeology. Lineage that's manually maintained is lineage that's already wrong.

AI ships before it's governed

Every model your teams deploy carries a question: which data trained it, is it fair, and can you explain its decisions? Without a governance layer, that's an incident waiting to happen.

Governance teams are bottlenecks

DPIAs, policy reviews, evidence collection — done by hand, they can't keep pace with the business. Governance becomes the thing that says "no" too late.

The platform

One control plane for data lineage, policy, and AI governance.

DataTrek connects to your stack, builds the map, and keeps it true — automatically.

Automatic column-level lineage

Connect Snowflake, dbt, Spark, Airflow and BI in minutes. DataTrek discovers every table, view and column and traces provenance end to end — including transformations. No YAML. No manual entry.

Policy packs & live enforcement

Install policy packs for Privacy Act, APRA CPG 235, GDPR and the EU AI Act. DataTrek classifies assets, flags PII flows, and enforces residency and access rules continuously — not at review time.

AI governance & model oversight

Register models, monitor decisions for drift and bias, run fairness analysis, generate explanations, and auto-create DPIAs and transparency disclosures. Govern AI as fast as you ship it.

Audit-ready evidence on demand

Continuous compliance posture, a complete decision log, and one-click evidence export to OSCAL and PDF. Answer an auditor in seconds instead of starting a project.

Agentic by design

Governance agents that do the work — not dashboards that wait for you.

DataTrek isn't another catalog you have to feed. It's a team of autonomous agents that operate continuously across your estate, with a human in the loop for every decision that matters.

Lineage Agent

Continuously crawls pipelines and keeps the lineage graph live as your stack changes. Detects breakages before downstream dashboards do.

Policy Agent

Classifies new assets, applies the right policy pack, and enforces residency, retention and access rules the moment data lands.

AI Monitor Agent

Watches every registered model for drift, bias and anomalous decisions, and logs explanations for full traceability.

Remediation Agent

Runs playbooks to fix quality and compliance issues, opens tickets, and routes approvals — with full rollback.

DPIA Agent

Drafts Data Protection Impact Assessments and transparency disclosures from live evidence, ready for sign-off.

MCP Interface

Every agent and asset is exposed via the Model Context Protocol — so your own AI agents can reason over governed data, safely.

From connection to control in under a week

Live in days. Not a six-month implementation.

No consultants. No half-finished catalog nobody uses. Connect, and the agents take it from there.

1

Connect

Link your Snowflake, dbt, Spark and BI tools. DataTrek discovers your assets automatically.

2

Crawl & map

The lineage agent builds your column-level graph; the policy agent classifies and tags every asset.

3

Govern

Install policy packs, register models, and let the agents enforce, monitor and remediate continuously.

4

Prove

Export audit-ready evidence to OSCAL or PDF. Answer any "where did this come from?" in seconds.

Built for the people accountable for data & AI

One platform. Four mandates.

Chief Data Officers

Prove the value and trustworthiness of the data estate. Cut audit prep from weeks to minutes and show governance as an enabler, not a tax.

Data Governance Leaders

Move from policy documents to live enforcement. Continuous classification, PII flow control, and evidence that's always current.

AI Governance Leaders

Operationalise the EU AI Act and responsible-AI commitments. Monitor decisions, test fairness, and generate DPIAs and disclosures automatically.

Data Architects

See the true shape of the estate. Column-level lineage, impact analysis, and an MCP interface that fits cleanly into the modern data stack.

Trust & compliance

Governance you can put in front of a regulator.

EU AI Act

Risk classification, oversight & transparency disclosures.

Privacy Act & APP

PII detection, residency controls & NDB-ready breach workflows.

APRA CPG 235

Data quality & governance reporting for ANZ financial services.

Sovereign hosting

Data processed in-region (AWS ap-southeast-2). Your data stays yours.

Certifications and attestations in progress. ⚠ Roadmap items shown for direction; confirm current status before relying for procurement.

Simple, transparent pricing

$100 per user, per month. Buy online in USD.

Start with a single seat or equip the whole team. The 10-user annual pack is $10,000/year — provision your governance team in one purchase.

See your estate governed — before the call ends.

Join the waitlist for early access and launch updates while we complete final platform validation.