Control your data supply.

One managed layer to validate, govern, and deliver data to every model and dashboard.

SOC2 | GDPR | SSO | Lineage & Replay

Ready to scale from prototype to production? Start with open source ADRI today, or book a demo to see how Verodat’s enterprise platform handles AI data supply at scale.

Overview

Overview

  • Confidence, not data, is the gap.
  • DSM is a lightweight layer that keeps data fresh, traceable, and connected—no rebuilds.
  • It automates supply, mapping, and validation, then delivers governed data to every model and dashboard.
  • Use DSM alone, or pair with ADRI (validation) and enable enterprise logging for deep analysis and data observability

ADRI Open Source

From

Free

forever

Perfect for Individual Developers

Start protecting your AI agents today - prove data reliability works before you scale

AI data protection

5-dimensional data quality assessment

Auto-generated data standards (YAML)

Local audit logging and reports

Full source code transparency

Github

ADRI Logging

From

$100

/10,000 Tokens

Perfect for Teams & Compliance

Graduate from individual agent monitoring to enterprise visibility

Everything in Open Source

Cross-agent data analytics

Centralized compliance dashboard

MCP endpoint

Enterprise compliance reports

Start Free Trial

Data Supply Manager

For

Pricing

Get in touch

Perfect for Enterprise Production

Move from monitoring to controlling - enterprise data supply for mission-critical AI

Everything in ADRI Logging

Tunable data access controls for AI agents

Custom data models (3+ datasets)

Real-time data supply pipeline management

Priority Support

Contact Sales
How It Works

How It Works

Connect and Map Your Data

Bring together information from internal systems, data warehouses, and external providers. DSM automatically maps and aligns incoming data to your business structure—no complex rebuilds or heavy integration required.

Validate and Standardise

Each data flow is checked against your defined rules and standards (and, where used, ADRI validations). This ensures consistency, traceability, and accuracy from the start.

Automate Supply and Governance

Schedule or trigger data refreshes automatically. DSM validates, updates, and governs every supply cycle—keeping information current, compliant, and visible.

Deliver Reliable Data Everywhere

Distribute structured, governed data across your organisation. From analytics dashboards to AI workflows, DSM ensures everyone and everything works from the same trusted layer.

Key Benefits

Key Benefits

Lightweight Data Layer

Create a unified, governed data layer without the weight of traditional data-engineering projects. DSM makes your existing systems work together seamlessly.

Continuous Data Freshness

Keep data accurate and up-to-date automatically. DSM monitors and refreshes supply so every decision and model is based on current information.

Governance and Compliance Built In

Access control, version history, and audit trails are embedded in every flow—meeting enterprise and regulatory standards by default.

Full Data Lineage and Transparency

Track every dataset from source to delivery. DSM maintains version control and complete provenance, giving you confidence in every result.

Reduced Manual Effort

Replace repetitive data prep and maintenance with automation. Teams gain time to focus on analysis, insight, and innovation.

Seamless Integration with the Verodat Stack

Operate DSM as a standalone platform or combine it with ADRI and Enterprise Logging for end-to-end validation, replayability, and governance.

Use Case: Automating Reliable Data Supply and Agentic Workflows

A leading insurer used Verodat’s Data Supply Manager (DSM) to connect its policy, claims, and finance systems into a single, governed data layer.
Previously, reports and risk summaries required manual data extraction and reconciliation across teams. With DSM, those processes are now fully automated—data is refreshed, validated, and version-controlled daily.

The insurer also implemented an agentic workflow built on Verodat’s full stack:

  • ADRI defined the validation standards and ensured clean, structured inputs.

  • Enterprise Logging monitored and replayed the agent’s decisions for compliance and tuning.

  • DSM supplied the validated, logged data continuously to the agent and downstream analytics.

The result is a reliable, closed data loop that supports both regulatory reporting and AI-powered loss forecasting with full traceability.

Outcome:

  • 90% reduction in manual data preparation time

  • Real-time insight generation with full replay and audit capability

  • Enterprise-ready, compliant agentic workflow powered by Verodat’s data layer

Get Started

See Logging in Action
→ Request a short demo or schedule a walk-through with our team.

Already using ADRI?
Contact us to enable Verodat Logging in your workspace.

FAQ

Get answers to common questions about ADRI Enterprise. From technical integration to pricing, we’ve addressed the key concerns AI engineers have when evaluating enterprise data reliability solutions.

How does DSM relate to ADRI and Enterprise Logging?

ADRI validates data, Enterprise Logging monitors and replays it, and DSM automates its ongoing supply. Together, they form Verodat’s complete reliability stack.

Can DSM connect to any data source?

Yes. DSM integrates with internal databases, data warehouses, APIs, and third-party providers through Verodat’s connector framework.

How does DSM handle version control and governance?

Every data update is logged, versioned, and tied to its ADRI standard, ensuring a full audit trail and replayable history.

What compliance features are included?

DSM enforces access permissions, data-retention policies, and proof of lineage to meet enterprise governance requirements.

Is DSM part of Verodat Enterprise?

Yes. DSM is the final layer of Verodat Enterprise, designed for production-scale data management and compliance.

How does token-based pricing apply to Logging?

Verodat Logging follows the same token-based model used across Verodat Enterprise.
You only pay for the data processing, storage, and replay you actually use.
This gives teams flexibility to start small, scale usage as workloads grow, and maintain full cost visibility while benefiting from enterprise-grade logging and monitoring.

Should I build my own logging framework instead of using Verodat Logging?

You could, but most teams quickly find that maintaining a reliable, replayable logging layer is complex and expensive.
Verodat Logging provides this as a managed service — including drift detection, compliance, and replay — so you can focus on developing your agents rather than maintaining internal infrastructure.

How does Logging integrate with my existing AI stack?

Logging connects directly through ADRI’s validation outputs but can also ingest structured reliability logs from other sources.
It integrates with common pipelines, repos, and CI/CD tools, giving you a single place to track, analyse, and replay results across all your AI workflows.

What about data security and privacy?

All logs are handled within Verodat’s secure enterprise environment.
Data in transit and at rest is fully encrypted, and access is restricted by role-based permissions.
Logging also supports audit trails and compliance reporting, ensuring your organisation retains full visibility and control of its information. Enterprise features offer both cloud and on-premises deployment options. We support enterprise SSO, SOC 2 compliance, GDPR compliance, and HIPAA compliance.