Sentinel Decision Systems
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Decision Trust Layer

Know when AI decisions stop being safe.

AI-assisted decisions drift over time — from policy, from intent, from regulatory reality. Sentinel Decision Systems continuously monitors decisions for trust, drift, bias, and legal exposure before they become incidents.

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AI-agnostic Integrate at the decision level
Audit-grade Evidence trail + policy versioning
Enterprise-first Legal, compliance, and exec visibility
Sentinel Trust Score™
Decision-level trust, continuously evaluated
Monitoring
Risk Band Yellow
Top Drivers Outcome divergence, policy shift
Recommended Require human review
Decision Trust Layer
AI Systems Decisions Sentinel Trust Layer Exec / Legal / Audit
Integrate above your existing AI. Monitor decisions continuously. Surface trust signals to stakeholders.
*Illustrative UI. Sentinel provides decision-level telemetry, policy alignment, and audit-friendly evidence.

The silent failure mode of AI

AI doesn’t fail loudly. It fails quietly — and expensively. Decisions that were acceptable last quarter can become indefensible today.

Drift happens

Policies change. Data shifts. Regulations evolve. Brand tolerance tightens.

Risk compounds

Misalignment grows over time until it becomes legal exposure, fines, or reputational damage.

No visibility

Most organizations can’t answer: “Can we still stand behind this decision?”

What Sentinel does

Sentinel Decision Systems provides a Decision Trust Layer that sits above your existing AI systems. We evaluate AI-assisted decisions for trust, drift, and exposure — and produce a shared signal across teams.

  • Decision drift over time
  • Bias & fairness exposure across cohorts (where appropriate)
  • Legal & regulatory risk aligned to your policy context
  • Reputational sensitivity for high-impact decision domains
The output: Sentinel Trust Score™

A decision-level trust signal with human-readable drivers and recommended actions — built for executives, legal teams, and auditors.

Abstract technology visualization
Decision trust is visibility + evidence — not vibes.
Not model monitoring

Sentinel integrates at the decision layer — across providers, models, and workflows.

Not “AI safety theater”

We focus on defensibility: evidence, policy alignment, and decision-level audit trails.

Not a replacement

Sentinel doesn’t replace your AI. It helps you stand behind its decisions.

How it works

Integrate at the decision level. Evaluate in context. Surface trust signals where they matter.

AI Systems Models · Agents · Workflows Decisions Approvals · Rankings · Actions Sentinel Decision Trust Layer Drift Detection · Policy Alignment Bias Signals · Trust Scoring Evidence & Audit Trail Exec · Legal · Audit Visibility & Accountability
1
Decision ingestion

Capture AI-assisted decisions via API, SDK, or event streams — with minimal sensitive payload retention.

2
Contextual analysis

Evaluate decisions against historical outcomes, policy constraints, jurisdictional context, and cohort trends.

3
Trust scoring

Produce a Trust Score™ with drivers (drift, bias exposure, policy alignment) and recommended actions.

4
Visibility & escalation

Dashboards and alerts for executives, legal, and audit — plus workflow hooks (ServiceNow/Jira) when needed.

Built for the enterprise

Designed for scale, governance, and auditability — without forcing a model rewrite.

AI-agnostic architecture

Works across providers and teams by focusing on decision telemetry, not model internals.

Policy versioning

Track which policies were active when decisions occurred — essential for audit and defensibility.

Evidence-grade trails

Append-only audit logs and exportable reports for compliance and governance stakeholders.

Security-first posture

SSO/RBAC, encryption, retention controls, and deployment options aligned to enterprise requirements.

Request Early Access

Sentinel is currently working with a limited set of design partners. If you’re responsible for AI governance, compliance, or decision risk — we should talk.

We’ll follow up with a qualification email. No spam. No “growth hacks.” No shame.
By submitting, you agree to be contacted by Sentinel Decision Systems.

FAQ

Short answers, because long answers create obligations.

Do you replace our existing AI models?
No. Sentinel sits above your existing systems and evaluates decisions in context.
Do you require access to sensitive data?
Sentinel can operate with minimal data retention using redaction, hashing, and pointer-based retrieval patterns.
Is this “AI governance” or “model monitoring”?
Sentinel focuses on decision trust: drift, policy alignment, and evidence. Not just model performance.
Who is Sentinel for?
Organizations where AI-assisted decisions carry legal, regulatory, or reputational risk — and where stakeholders need a shared trust signal.