Our Frameworks

ARIA, GRACE, MIRA & ECHO-
Built for the real world.

Four complementary frameworks that give organisations a complete view of AI readiness, governance, delivery and compliance.

Four Frameworks. One Lifecycle.

What the Frameworks Answer

Each one answers a different question across the AI lifecycle. Together they take a use case from idea to assured operation.

/1

ARIA answers- Is this the right thing to do?

Prioritisation and readiness. Scores AI use cases by impact, feasibility, risk, and value to decide what to build and in what order.

/2

GRACE answers- Are we doing it responsibly?

Scores each use case against governance dimensions (privacy, regulatory, EU AI Act, bias, oversight, transparency) and produces the deliverables to evidence it.

/3

MIRA answers- Are we actually delivering it?

Delivery and execution. Tracks the build, measures progress, and surfaces blockers from approval through to go-live.

/4

ECHO answers- Is it still safe and compliant in production?

Ongoing post-deployment reviews: Evidenced, Continuous, Human, Oversight. Keeps assets compliant once they're live.

Four Frameworks. One Lifecycle.

What the Frameworks Answer

Each one answers a different question across the AI lifecycle. Together they take a use case from idea to assured operation.

ARIA answers- Is this the right thing to do?

Prioritisation and readiness. Scores AI use cases by impact, feasibility, risk, and value to decide what to build and in what order.

GRACE answers- Are we doing it responsibly?

Scores each use case against governance dimensions (privacy, regulatory, EU AI Act, bias, oversight, transparency) and produces the deliverables to evidence it.

MIRA answers- Are we actually delivering it?

Delivery and execution. Tracks the build, measures progress, and surfaces blockers from approval through to go-live.

ECHO answers- Is it still safe and compliant in production?

Ongoing post-deployment reviews: Evidenced, Continuous, Human, Oversight. Keeps assets compliant once they’re live.

One Complete Picture

How they work

ARIA measures AI readiness. GRACE maps governance maturity. MIRA helps you deliver and ECHO keeps you compliant afterwards. Together they give you the full view.

ARIA Score — 0 to 100

Fifteen dimensions across four weighted pillars produce a single composite readiness score.

GRACE Governance Profile

Map your AI governance posture across six dimensions- from ethics to accountability. Know where the gaps are.

MIRA Delivery

Delivery management specifically designed for ensuring AI Use Cases land successfully and safely.

ECHO Compliance

AI Asset Inventory & Management for Active AI use. Keeping what you now have, forever compliant.

FAQ

Common questions
about AI governance

Everything you need to know about ARIA, GRACE, and the AICompliance platform.

ARIA (AI Readiness & Impact Assessment) is a 15-dimension scoring model across four pillars: Value Creation (35%), Feasibility (30%), Risk & Compliance (20%), and Strategic Alignment (15%). It produces a composite readiness score from 0–100.

GRACE is a governance profiling framework with six dimensions covering policy, oversight, data governance, transparency, ethics, and accountability. It maps your current governance posture rather than generating a single score.

Most teams complete an ARIA or GRACE assessment in under 30 minutes. The platform guides you through each dimension with plain-English questions — no AI expertise required.

Yes. All data is encrypted at rest and in transit. Assessments are private to your account and never shared. We are hosted on Microsoft Azure in EU regions and are designed to meet ISO 27001 and GDPR requirements.

Yes — Professional and Enterprise plans support unlimited assessments. This lets you track progress over time, compare use cases, or assess different departments separately.

Ready to govern your AI
with confidence?

Start your assessment today. Understand where you stand,
where the risks are, and what to do next.

Contact us for more information