AI Assurance, Monitoring & Compliance

Quick assessments and expert implementation to help you build safe, reliable, and compliant AI-plus ongoing support and training for your teams.

Quick assessment (1-3 days) In‑depth implementation Ongoing monitoring EU AI Act readiness

Clear, actionable assurance - tailored to your AI

We deliver fast, no‑nonsense AI assessments, followed by hands‑on implementation and ongoing assurance if needed.

Based on your needs we assess the assurance categories that matter to you - This initial assessment helps you to clearly see the practical steps to improvement

Signet assessment demo

Example output from a Signet assessment, using anonymised data across 186 checks grouped into themes such as Bias, Safety, Monitoring and Governance.

75%

overall alignment score

Best-performing themes: Governance, Security, Bias.

Biggest opportunities: Legal, Environmental & Social Responsibility.

Scores by category

Click a bar to see details for that category (average score and number of checks).

Highest scoring

Showing top checks across all themes.

Key improvement areas

Showing key opportunities across all themes.

Quick Assessment

In 1-3 days, get a concise report detailing the most high-impact improvements for your technology.

System & data mapping
Risk & gap analysis
Action plan & timelines

Implementation

We embed the controls you need-practical, lightweight and production‑ready.

Policies & guardrails
Prompt & model evals
Human‑in‑the‑loop where needed

Monitoring & Assurance

Keep visibility on quality, risk and drift-with clear audit trails.

Telemetry & incident playbooks
Automated regression tests
Periodic assurance reviews

Training & Enablement

Upskill your product, data and compliance teams to own the process.

EU AI Act essentials
Secure & responsible GenAI
Runbooks & handover

EU AI Act - what it means for you

The EU AI Act is now in force, with obligations phased in over the coming years. If your AI system is offered in or used by users in the EU, you’ll need to align with its risk‑based requirements. Non‑compliance can lead to fines of up to €35m or 7% of global turnover.

Risk classification & scope
Provider vs deployer duties
Transparency & AI notices

Data & evaluation obligations
Monitoring, logging, incident response
Governance, records & auditability

CML helps you identify your obligations quickly and implement only what’s necessary-pragmatic controls that fit your product and stage.

Typical engagement flow

Discovery (90 mins): map system, data, users, risks.
Assessment (1-3 days): concise report & action plan.
Implementation (2-12 weeks): controls, tests, runbooks.
Assurance (quarterly): reviews, metrics, updates.

Timeline varies by scope and criticality. We work with startups through to enterprises.

Why CML

Real‑world production experience (financial services, retail, health, manufacturing)
End‑to‑end expertise across LLMs, telemetry, evaluation, governance and assurance
Lightweight, standards‑aware approach (ISO/IEC 42001, NIST AI RMF, UK assurance guidance)
Clear documentation for investors, customers and audits

Speak to an expert