TrustYourAgent

Continuous Assurance

See what changed, what it affects and whether current evidence still supports the system's trust and autonomy.

TrustYourAgent continuously assesses behavioural, policy, dependency, control and outcome changes against the approved Trust Envelope. Material changes trigger impact analysis, targeted re-testing and an updated trust state.

Continuous monitoring and assurance for your AI system.

Behaviour drift detection

Catch when a live agent starts behaving differently from the version you attested, before it becomes an incident.

Scope & attack alerts

Scope-boundary breaches, prompt injection and emerging attack patterns are surfaced the moment they appear.

Ecosystem & supply chain

See every agent, its dependencies and the vulnerabilities they share across your multi-agent supply chain.

Routed to your tools

Behavioural signals are routed to the alerting and ticketing tools your teams already run.

Agent behaviour monitor
4 agents · monitoring
Trading agent
Within intended boundaries
OK
Payments agent
Within intended boundaries
OK
KYC agent
Within intended boundaries
OK
HR screening agent
Within intended boundaries
OK
detect
alert
prevent
Evidence recorded

This is what you see

A live control room for your whole agent fleet. Every figure below is illustrative sample data.

What has changed?

Material changes requiring attention. Every example below is illustrative sample data.

Policy drift

Payment authority threshold exceeded

stellar.execute_payment(amount_xlm) was invoked outside the approved transaction limit.

Trust impact: Authority condition breached

Autonomy impact: L4 → L3

Action required
Behavioural drift

Asset-selection pattern has changed

Selection behaviour has diverged from the validated baseline across the affected transaction cohort.

Trust impact: Behaviour condition under review

Autonomy impact: No change yet

Investigate
Data / metadata drift

Execution context differs from validated baseline

Metadata associated with the transaction path has changed sufficiently to reduce confidence in previous evidence.

Trust impact: Evidence confidence reduced

Re-test required

Drift by type

Behaviour

Changes in decision or action patterns compared with approved behaviour.

Decision

Changes in recommendations, approvals or outcome distributions.

Policy

Actions that approach or exceed approved authority or policy limits.

Dependency

Changes to tools, models, services or external systems.

Data

Changes to inputs, context, metadata or provenance.

Controls

Safeguards or human controls operating below expected effectiveness.

Outcomes

Business, customer, operational or risk outcomes moving outside expected tolerance.

Why this matters to your team

Testing finds bugs. Monitoring finds drift. Each team sees the signal that matters to them.

Security & CISO

Logs tell you an agent ran. They don't tell you it was attacked.

Prompt-injection attempts, data-boundary breaches and tool-scope escalations are detected on live traffic and routed to your SOC.

Risk & compliance

A point-in-time certificate goes stale the moment an agent changes.

Continuous conformance against EU AI Act, ISO 42001 and NIST AI RMF, with an alert and recertification trigger the instant posture slips.

Product & engineering

Error dashboards catch crashes, not silent behavioural drift.

Latency creep, response-error spikes and divergence from the attested baseline are flagged before users feel the impact.

Start with one consequential AI journey.

You don't need to transform the whole organisation to start. Pick one AI-enabled journey where decisions matter:

Payments · Claims & underwriting · Procurement · Customer support · Other consequential workflows

TrustYourAgent maps the system, tests its behaviour, identifies applicable obligations, quantifies trust gaps and produces the evidence required to determine whether greater autonomy is supportable.

Explore the Economic Assurance Diagnostic →

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