How Quadra Works

Governance from knowledge, not conjecture

QUADRA starts with a single question: What do you actually have to do?

Most compliance teams spend months reading frameworks, arguing about interpretation, and guessing at coverage. By the time they have an answer, it’s incomplete and already stale.

QUADRA answers it in days - by mapping your AI operations to every framework that applies, using a knowledge graph built from the actual text of 40+ global standards.

The four-phase governance model

1. Obligation Discovery

First, we learn what actually applies to you.

We ask:

What jurisdictions do you operate in? (EU, US, UK, Asia…)?
What sectors? (Finance, Healthcare, Government, etc.)?
What AI capabilities? (LLMs, biometrics, credit scoring, autonomous decisions…)?

QUADRA queries the graph: “Which of the 40 frameworks fire for this profile?”

The output: Your complete, deduplicated obligation set - not 40 frameworks, just the ones that matter to you.

Governance outcome: You know what the law actually requires.

2. Gap Analysis & Evidence Mapping

Next, we see what you already have vs. what you need.

You upload (or tell us about):

Policies you’ve written
Controls you’ve implemented
Approvals, testing, monitoring

We map them to your obligations and show:

✓ Which obligations are covered (with what evidence)
✗ Which are missing (what you need to build)
⚠ Which are partial (where you could do better)
🔄 Cross-coverage: One control that satisfies multiple frameworks

Governance outcome: You know exactly what to build next - no guesswork.

3. Audit-Ready Evidence Assembly

Now we build the proof.

QUADRA doesn’t just catalog obligations - it links them to evidence:

✓ This control addresses Article 15(2) of the EU AI Act → linked to your testing documentation
✓ That same control also covers NIST AI RMF Control SC-5 → linked here too
✓ And ISO 42001 Section 8.2 → linked here as well

You get an audit-ready evidence pack: every obligation traced to specific controls, every control traced to proof.

No scrambling. No discovering things “after the fact.” The evidence was built as you implemented the controls.

Governance outcome: Auditors see clarity and accountability. You answer their questions in hours, not weeks.

4. Continuous Compliance Maintenance

Finally, governance stays alive - it doesn’t stale.

We monitor three things:

Framework changes: EU AI Act implementing acts, new NIST guidance, ISO updates
→ We alert you. We compute what changed. You re-assess.
Your system changes: New AI model. New dataset. New jurisdiction.
→ We re-profile against your obligations instantly.
Control drift: Did you keep up with what you promised?
→ We track it. We flag gaps. We escalate when needed.

Governance outcome: You’re never surprised by an auditor who knows something changed.

What QUADRA is NOT

We’re explicit about what we don’t do - because clarity matters:

❌ Not a policy engine – (we don’t execute code)
❌ Not an AI model gateway – (we don’t gate model calls)
❌ Not a GRC platform – (we don’t run approvals or workflows)
❌ Not a consultant replacement – (you still make decisions; we accelerate the thinking)

We are: The semantic foundation those systems need. You use QUADRA to know your obligations. Then you use your own policies, approval processes, and tools to meet them.

How it integrates with your world

QUADRA is a knowledge graph + API. You own the governance execution.

You might use QUADRA to:

Feed compliance teams a queryable API about your obligations
Fuel LLM-based agents that explain obligations in plain language
Power GRC platforms with AI-specific obligation data
Auto-generate audit evidence by querying the graph for what you’ve built

The specific integrations depend on what your team needs - and we work with you to design them.

The outcome

After one complete cycle with QUADRA, you’ll have:

Clear obligation map: You know exactly what applies to you (not a guess).
Gap-based roadmap: You know what to build (and in what order).
Audit-ready evidence: Regulators can audit you (and you’re ready).
Governance agility: When standards change, you re-plan in days (not months).

This moves governance from a compliance project (that happened 2 years ago) to a continuous capability (that evolves with your business and regulations).

Ready to see what your obligations actually are? Book an assessment.