Controlled analytics for regulated environments

A governed exection layer that works with your existing stack — making calculations auditable, repeatable, and self-documenting.

Modern stacks solve for speed and scale.
They don't solve for compliance control.

Banks are replacing legacy analytics platforms with cloud infrastructure and open source languages — but highly regulated workflows still depend on fragmented environments, manual controls, documentation, and offline reconstruction.

A new execution model for regulated analytics

Every calculation is defined, executed and recorded as a single governed unit.

Portable execution

Models execute consistently across environments without rework.

Intrinsic governance

Calculations are auditable, repeatable, and self-documenting.

In-situ analytics

Experimental analytics runs safely on production models and data.

These capabilities allow you to:

Eliminate Change Risk

Immutable assets – reproducible calculations.

  • Controlled versioning of models and data
  • Complete lineage from inputs to outputs
  • Fully reproducible historical calculations
  • Auditable change and execution history

Accelerate Insight

Rapid and reliable analyis and explaination.

  • Safe experimentation on production data
  • Iterate from and explore any prior result
  • Faster sensitivity and scenario analysis
  • Unlock the full power of your infrastructure

Reduce Operating Cost

Eliminate manual controls and fragmented tools

  • Simpler deployment and route-to-live
  • Automated governance documentation
  • Reduced spreadsheet and EUC reliance
  • Safe self-service analytics

Built in Tier-1 banking environments | Open-sourced via FINOS | Adopted by global systemically important banks

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Where trac sits

A governed execution layer for your existing stack

Use trac to connect your data, compute infrastructure, and developer tools to create a unified environment for building, deploying and running highly regulated models and analytics.

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trac architecture

Powered by the 'Calculation-as-Contract’ execution model, which guarantees that every calculation is auditable, repeatable and self-documenting.

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Where trac adds value

Where governed execution matters most

For your most critical and highly governed analytics — including capital, liquidity and provisioning — trac ensures that every calculation is auditable, repeatable and self-documenting.

Combining the flexibility of a desktop tool with the control of an enterprise platform, TRAC allows you to recreate any prior run, vary assumptions and compare outcomes safely and quickly.

From ongoing model monitoring to independent validation, trac lets you manage libraries of statistical tests alongside model assets and run them safely against production models and data.

Transforming the regulated analytics model lifecycle for all stakeholders.

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News and views

Some of our latest thoughts and announcements