Trustible — Manage Risk

Manage Risk

AI risk management

Most AI risk slips through before anyone reviews it.

AI use cases multiply faster than governance teams can assess them. Without structured risk scoring and clear routing, the gap between what's approved and what's actually understood keeps widening. Trustible closes that gap, automatically.

Continuous AI governance lifecycle

Intake

Manage Risk

Monitor

Comply

The problem

What AI risk management looks like without a system

If any of these scenes are familiar, the gap between what's approved and what's actually understood is already widening.

Two reviewers reach two different conclusions about the same system

You're reviewing AI use cases with no consistent framework, so assessments don't reconcile.

You can't tell which deployments need deep scrutiny and which can move fast

So everything slows down, or nothing gets the attention it deserves.

Risk lives in spreadsheets with no audit trail

When a regulator or internal audit asks for evidence, you're rebuilding it from scratch.

Impact assessments happen late, if at all

By the time you're evaluating harm to affected populations, the system is already in production.

There's no clear owner for risk decisions

Reviewers, approvers, legal, and business each operate in their own lane — nothing moves until someone chases someone down.

You can't say, right now, what your highest-risk AI systems are

Or whether their mitigations are actually in place.

How it works

Here's how Trustible handles it.

Four capabilities replace inconsistent, manual risk review with a structured system — automated scoring, triggered impact assessments, orchestrated routing, and a complete audit trail that scales with your AI program.

01 — Automated risk scoring & tiering

Score and tier every use case automatically, the moment it arrives.

Trustible's rules-based engine maps every intake response to risk Attributes across five categories — Performance, Data Privacy, Cybersecurity, Ethical, and Legal. It scores inherent risk, tiers each use case, and recommends the right governance response — from fast-track approval to full impact assessment.

Rules-based scoring across five risk categories
Automatic tiering — fast-track approval to full assessment
Recommended governance response for every use case

Teams cut AI governance cycle times by 60%, with low-risk use cases identified and approved in a fraction of the time.

Risk score — Resume screening AI

Inherent risk by category

Performance

Medium

Data Privacy

High · 3 flags

Cybersecurity

Low

Ethical

High · 4 flags

Legal

Medium · 1 flag

Recommended response

Tier: High — full impact assessment required before approval

02 — Structured impact assessments

When risk crosses the line, a structured assessment triggers automatically.

When a use case reaches medium-high risk — or EU AI Act, NIST AI RMF, or ISO 42001 requirements apply — Trustible triggers a structured impact assessment. Reviewers evaluate harms to affected populations, organizational exposure, and regulatory obligations, guided by expert-curated taxonomies that stay current as requirements evolve.

Auto-triggered by risk tier or regulatory applicability
Evaluate harms to affected populations and org exposure
Expert-curated taxonomies, updated as requirements evolve

100% of high-risk use cases assessed against structured, audit-ready criteria — not a blank page.

Impact assessment — triggered

Triggered by

High risk tier EU AI Act NIST AI RMF ISO 42001

Affected populations identifiedStep 1

Potential harms evaluatedStep 2

Organizational exposure scoredStep 3

Regulatory obligations mappedIn review

Assessment progress75%

03 — Stakeholder routing & approvals

The right reviewer, with full context, every time.

Trustible orchestrates who does what. Role-based permissions route each governance task to the right reviewer, with full context already populated. Legal, privacy, security, and business teams see only what's relevant to their review. Approvers get complete governance history before they decide.

Role-based routing to the right reviewer automatically
Each team sees only what is relevant to their review
Approvers get complete governance history before deciding

Organizations approve 4× more AI use cases without adding headcount.

Routing — Fraud detection model

Privacy review — complete

Data Protection Officer · PII handling cleared

Security review — complete

CISO team · model access controls verified

Legal review — in progress

Regulatory obligations · SR 11-7 model risk

Final approval — awaiting reviews

Chief Risk Officer · full history pre-loaded

04 — Complete audit trail & documentation

Every score, override, and decision logged with field-level precision.

Every risk score, human override, mitigation, evidence upload, and approval decision is logged. Reviewers can accept an automated score or override it with documented rationale — either way, the audit trail is complete. When regulators or internal audit ask for evidence, it's already there.

Field-level logging of every governance action
Accept automated scores or override with documented rationale
Audit-ready evidence, built from real governance actions

Audit-ready governance documentation, built from real actions — not retrofitted after the fact.

Audit trail — Resume screening AI

Automated risk score generatedsystem · Jun 1

Score overridden: Ethical Med → HighJ. Okafor · Jun 1

Mitigation added: human-in-the-loop reviewJ. Okafor · Jun 1

Evidence uploaded: model card v2A. Ruiz · Jun 2

Approved with conditionsCRO · Jun 2

60%

faster governance cycles

4×

more use cases approved

100%

of high-risk use cases assessed

Built-in expertise

Expert-backed governance

Trustible isn't a blank workflow tool you configure from scratch. Every risk taxonomy, mitigation library, and impact assessment framework is maintained by Trustible's team of AI governance researchers, regulatory experts, and practitioners. They track regulatory developments across the EU AI Act, NIST AI RMF, ISO 42001, and industry-specific standards, so the guidance embedded in the platform stays current without your team having to monitor everything themselves.

That expertise extends to implementation. Dedicated governance experts work with your team through onboarding and beyond, helping you configure risk scoring thresholds, calibrate routing logic, and build governance practices that reflect your organization's actual risk appetite.

“Governance teams don't need to become AI experts. They need a platform that brings the expertise to them, built into every review.”

VP of Customer Success, Trustible

What customers say

Finally, a clear view of your AI risk posture

“Trustible gave us the structure to actually see our AI risk posture. Before, we had reviews happening in different places with no consistent methodology. Now every use case goes through the same process, risk is scored the same way, and we can show auditors exactly what we did and why.”

Chief Risk Officer, Global Financial Services Firm