What frameworks does the assessment use?

The engagement is built on the NIST AI Risk Management Framework (Map, Measure, Manage, Govern) and the risk-tiering logic of the EU AI Act, adapted so an organisation can run it in weeks rather than a quarter. We also map findings to Singapore PDPA and relevant sector guidance such as MAS or BNM where applicable.

How long does an Enterprise AI Risk Assessment take?

Most engagements run three to five weeks depending on the number of AI systems in scope. Discovery and documentation gathering take the first week, the facilitated assessment and scoring the middle weeks, and the governance sign-off and handover close it out. Larger portfolios move to a phased schedule.

Do we keep the risk register after the engagement?

Yes. The output is designed to be owned and rerun by your team. You keep the populated risk register, the scoring rubric, the mitigation plan, and the governance sign-off template, so you can reassess when a model, vendor, or regulation changes without depending on us each cycle.

Will this tell us if we fall under the EU AI Act?

Yes. Each AI system in scope is classified against the EU AI Act risk tiers (unacceptable, high, limited, minimal) and mapped to the obligations that tier carries. That classification, combined with the PDPA and sector mapping, shows exactly where your compliance gaps sit before an audit finds them.

Who needs to be involved from our side?

The facilitated sessions work best with the product or system owner, a data or engineering lead, a legal or compliance representative, and the executive who will ultimately sign off on the residual risk. Their combined view is what makes the assessment complete and the sign-off defensible.

Enterprise AI Risk Assessment Service

A structured, facilitated assessment that maps the technical, data, operational, regulatory, and ethical risks of your AI systems, scores each on likelihood and severity, and produces a board-ready risk register with named controls and a governance sign-off. Built on the NIST AI Risk Management Framework and the EU AI Act risk tiers, delivered as a working engagement rather than a report handed over the wall.

Duration3 to 5 weeks

Best forOrganisations deploying customer-facing or decision-making AI that need a defensible risk position for their board, insurers, or regulators.

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Sound familiar?

“We are deploying AI but cannot tell our board whether the risk is acceptable”

“Our insurer is asking for a documented AI risk assessment we do not have”

“We only catch the AI failure modes we already worried about and miss the rest”

“Every team scores AI risk differently, so we cannot compare projects”

“We do not know which of our AI systems fall under the EU AI Act”

What you'll achieve

Problems you'll solve

A single scored risk register covering every AI system in scope
A shared scoring rubric that makes unrelated projects comparable on one page
Named controls, owners, and due dates for every risk above tolerance
A formal governance sign-off block your executives and board can rely on
Clear EU AI Act risk-tier classification for each system

Value you'll gain

Defensible decisions: leadership approves or blocks deployments against a quantified residual-risk score rather than intuition, which stands up to scrutiny from insurers, auditors, and regulators.
Full-coverage risk mapping: a standardised template forces assessment across technical, data, operational, regulatory, ethical, and third-party dimensions so no failure mode is skipped by accident.
Comparable scoring: a shared likelihood-by-severity rubric lets your board weigh a fraud model against a marketing chatbot on the same scale and prioritise mitigation budget accordingly.
Regulatory readiness: each system is classified against EU AI Act risk tiers and mapped to Singapore PDPA and sector obligations, so compliance gaps surface before an audit does.
Insurance and procurement leverage: a documented, repeatable assessment supports better technology liability cover terms and clears enterprise vendor due-diligence faster.
Owned, repeatable process: you keep a populated risk register and rubric your own team can rerun when a model, vendor, or regulation changes, rather than depending on an outside advisor each cycle.
Faster time to production: teams stop debating what to evaluate and move to a controlled rollout with human-in-the-loop controls and monitoring already specified.

OUR PROCESS

How we deliver results

Discovery & scoping

We inventory the AI systems in scope, gather documentation, and confirm the regulatory and insurance requirements the assessment must satisfy.

Facilitated risk mapping

A working session with product, data, legal, and executive owners enumerates risks across all six dimensions using the standardised template.

Scoring & mitigation

Each risk is scored on likelihood and severity, controls are assigned with owners and dates, and residual risk is re-scored.

Governance sign-off & handover

We facilitate the executive sign-off, set the review cadence, and hand over the populated register and rubric for your team to own.

DELIVERABLES

What you'llreceive

Every engagement includes a comprehensive deliverable package tailored to your organization.

These materials are designed to outlast the engagement itself, giving your organization practical tools they can reference and apply long after our engagement ends.

Your team walks away ready to act, not just informed.

1AI Maturity Scorecard

2Scored AI risk register across all systems in scope

3Standardised likelihood-by-severity scoring rubric

4Mitigation plan with named controls, owners, and due dates

5EU AI Act risk-tier classification per system

6Governance sign-off template and completed sign-off for reviewed systems

7Review-cadence schedule with reassessment triggers

8Executive and board summary of the residual-risk position

YOUR PATH FORWARD

From Readiness to Results

Every AI transformation is different, but the journey follows a proven sequence. Start where you are. Scale when you're ready.

ASSESS · 2-3 days

AI Readiness Audit

Understand exactly where you stand and where the biggest opportunities are. We map your AI maturity across strategy, data, technology, and culture, then hand you a prioritized action plan.

Get your AI Maturity Scorecard

Choose your path

TRAIN · 1 day minimum

Training Cohort

Upskill your leadership and teams so AI adoption sticks. Hands-on programs tailored to your industry, with measurable proficiency gains.

Explore training programs

DEPLOY · 3 to 5 weeks