Advanced Technical Capabilities
The Engine Behind the Assurance
AI-FPM is delivered as facilitated on premise, in person workshops and powered by our proprietary toolset tailored for high-stakes AI assurance. Moving beyond whiteboards, sticky notes and static spreadsheets, we utilise our comprehensive visual toolset to systematically map failure modes; compounding risks; detection opportunities; control points; and circuit breakers to build your remediation plans and operational recovery playbooks in real-time.
Zero Integration Required
Our toolset is completely off-network. It requires no API connections, no code access, and no data ingestion from your live systems. We facilitate the workshop without touching your tech stack.
Months of Value in Days
By bypassing complex integration hurdles and focusing on expert-facilitated mapping, we deliver comprehensive risk discovery and mitigation plans in days, not the months typical of traditional audits.
Failure Mode Discovery
Start with the known, uncover the specific. We systematically review every stage of your pipeline to identify vulnerabilities. Using our extensive library of standard failure patterns as a foundation - but not a limit - we facilitate the discovery and agreement of the actual, context-specific failure modes inherent to your system architecture.
Quantified Risks
Each Failure Mode is given a "Failure Path Risk Score" that provides a quantified view of risk for isolated Failure Modes and is also used as the basis for calculating compound impact when part of a Failure Path with upstream risks changing the outcome.
Failure Path Visualisation
See the invisible chains of dependency. We generate high-fidelity, interactive maps that trace the journey of data from ingestion to executive decision. This visual blueprint reveals how a minor error in a third-party feed can cascade through feature engineering and model inference to pollute critical business outcomes without triggering standard alerts.
Detection and Control
The AI-FPM process provides the "how" for risk reduction by helping you pinpoint exactly where to deploy controls and monitoring tools across the entire data-to-decision chain. Determine the most effective locations for circuit-breakers and safeguards to contain cascading errors before they reach the executive level using the visual blueprint.
Risk Intelligence
Go beyond generic risk assessments. The AI-FPM toolset combines individual Failure Path Risk Scores with Compounding Impact factors to calculate the cascading risks of failure chains. We determine the likelihood and severity of 'silent failures' where models remain technically accurate but operationally dangerous, providing a calculated risk score and visual heatmaps for every node in your pipeline.
Act on Awareness
The AI-FPM toolset compiles a complete and comprehensive plan of all the agreed detection, controls and safeguards - moving from theory to implementation. Determine priorities and depdendencies. Calculate activity durations. Assign responsible owners. Turn AI risk awareness into actionable plans that deliver robust AI risk management.
Become Incident Ready
Bridge across technology and business functions with procedures to restore & reinstate services if the worst case happens and an incident arises. Develop your actionable playbooks with pre-validated and stress-tested scripts for human intervention. Ensure that AI failures are contained before they become regulatory breaches or reputational crises.
Translate Risk into Resilience
You have seen the technical depth of our approach. Now discover how this rigorous mapping translates into tangible benefits — protecting your customers, satisfying regulators and securing your competitive advantage.