Meet Foundational IQ

Complete context of code and data.

Agents that know your business.

Grounded in your source code, every agent is aware of how your data is created, transformed, and used across your business.
Built on the Foundational Data Graph,
IQ is the 10x engineer you wish you've had, who knows all the code and always goes deep.

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Where visibility matters

Data is moving across complex code, multiple systems, jobs, and pipelines that standard tools struggle to see.
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What it enables

Governance, data quality, code checks, automation, cost savings, and faster response to audits and regulatory requirements. IQ can handle highly-customized asks and craft its outputs to your specific demands.
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What you walk away with

Complete context and visibility, directly powering  agents that can perform complex tasks across multiple systems with an extremely high degree of accuracy.

Complex workflows require deeper knowledge, and a unified view.

Your project requires multiple steps and a much deeper understanding of various repositories and systems no single person knows well. You're not even sure who you can ask: Legacy code, numerous repositories, data pipelines, unknown usage patterns, nothing is tagged, and even the change that got merged last week surprised you.

What if you had a team of super capable agent-engineers that don't only know all of these by heart, but can also take actions and learn as they go?

What Foundational IQ does. A unified layer. Complete context. Unmatched accuracy.

Foundational IQ solves complex problems and runs governance agents across your entire technology stack.

Knows the ins and outs of your source code

Hundreds, thousands, or even dozens of thousands of repositories, we got it. 
We got you. IQ understands everything that creates, transforms, and moves your data across every system.

A super-engineer that understands your business

Every dependency, transformation, and system, as well as how data is actually being used. The context that makes answers precise, which means actions can be trusted.

Not just answers Actions

Create reports. Open new pull requests. Flag problems pre-merge. Fix bad configurations.
Agentic workflows that automate hundreds of hours. Tasks that used to take weeks, now done in minutes.

How IQ works

One source of trusted truth.

IQ is grounded in everything your technology stack knows about data. It reads the code, traces the lineage and usage patterns, and understands the business logic behind every asset. Every determination is based on how your data actually works.

THINK

Deeper analysis: Trace data across systems. Understand full downstream impact before changes are made.

ACT

Task completion: Generate reports, open pull requests, and resolve issues directly from a single interface.

ASK

Instant answers: Quick answers to governance questions. What contains PII? Where did this metric come from? What changed?

VERIFY

Fully verifiable: Every answer includes references, code, and context so your team can validate and move forward with confidence.

Outputs you can stand behind.

Every answer includes references, code, and context so your team can validate and move forward with confidence.

The governance problems that matter most. Adressed in minutes.

Compliance

BCBS 239 audit responses in hours, not weeks.

IQ generates lineage documentation from always-current, source-code-derived data that reflects how your organization actually moves and transforms information. Not how it was documented to do so years ago.

Privacy

GDPR and CCPA data subject requests resolved with precision.

Know precisely where personal data lives and how it has moved through your systems. Surface every table containing PII data across the entire estate in minutes, with full lineage back to source.

AI governance

AI explainability documentation that satisfies regulators.

Trace feature data from origin through every transformation specific to your pipelines and models. Produce the evidence that regulators and internal compliance teams require, automatically.

Data engineering

Change impact analysis before deployment, not after.

Avoid downstream surprises. Understand the impact of changes before they reach production.

See what IQ knows about your production.

Foundational IQ is generally available as part of the Foundational platform.