Assess
Multi-model baseline of how AI describes your brand today.
- Curated prompt inventory
- Multi-model coverage
- Baseline scorecard & drift heatmap
A.I.R.™ Certified
Bring AI brand exposure
under control.
Executive-grade framework to assess, influence, and monitor how AI systems describe your brand.
The A.I.R.™ Framework
Three stages
of brand control.
AI systems shape brand perception faster than any earned-media channel ever did—and most enterprises have no instrumented view of that surface.
A.I.R.™ is our methodology to bring it under executive control: Assess what’s being said, Influence what’s said next, and engineer Resilience against drift.
Influence
Canonical content and citations that AI systems preferentially draw from.
- Canonical content library
- Authoritative citation graph
- Schema & retrieval optimization
Resilience
Continuous monitoring with executive-ready drift alerts.
- Ongoing model monitoring
- Executive-ready drift alerts
- Controls engineered against drift
Two ways to start
Begin with a pulse.
Or commit to alignment.
Every TRE engagement begins through one of two on-ramps. Choose a fast, fixed-scope diagnostic or align leadership around a full A.I.R.™ rollout.
The Pulse Session
A focused 30-minute working session that produces an initial A.I.R.™ posture read—fast, free, and defensible to your executive team.
- Duration
- 30 minutes
- Format
- Virtual · 1:1 or small team
- Lead time
- ~5 business days
- Investment
- Free
- Pre-session multi-model prompt sweep on your brand
- Live walkthrough of findings & vulnerabilities
- A.I.R.™ posture snapshot & recommended next steps
- Written summary delivered within 48 hours
Best for Executives who need a defensible read on AI brand exposure before committing budget to a larger engagement.
Book a Pulse Session ↗The Alignment Workshop
A half-day leadership workshop that builds executive alignment on AI brand strategy and produces a sequenced A.I.R.™ rollout plan.
- Duration
- Half-day (4 hours)
- Format
- In-person or virtual
- Participants
- 4–10 leaders
- Investment
- Fixed fee
- Full A.I.R.™ Assess phase delivered ahead of session
- Facilitated workshop with marketing, legal, comms & tech
- Strategic alignment document & decision log
- Sequenced rollout plan with owners and milestones
Best for Leadership teams ready to commit to a structured AI brand protection program and align stakeholders before execution.
Book a Workshop ↗Media & insights
Perspectives on
AI risk.
Ideas and practical resources for leaders navigating AI adoption, assurance, and resilience.
Article · PDF
Download article If the People Building AI Can’t Keep Up With It, Why Do We Expect a Three-Person Security Team To?
What AIUC and a fall of CEO warnings tell us about the risk intelligence gap.
Resource · PDF
Download checklist AI Governance Checklist
A practical starting point for assessing your organization’s AI governance posture.
The TRE point of view
Strategy matters.
Execution decides.
TRE LLC exists for organizations operating under pressure—institutions navigating AI exposure, regulatory scrutiny, and brand risk in parallel.
A.I.R.™ is our single methodology, applied with discipline. Every engagement is designed to land in the operating model—not the slide deck.
01Lead with trust.Risk language is executive language. We translate AI exposure into decisions a board can authorize.
02Build resilience.Resilience is engineered, not declared. We design controls that survive personnel changes and adversarial conditions.
03Deliver at enterprise scale.Pilots that don’t reach production are theater. Every engagement is designed to land in the operating model.
Request a briefing
Start with
a Pulse.
Tell us about your environment. We’ll respond with a scoped engagement plan and the next available start date—typically within two business days.
Direct engagements@trustedresilience.aiWebsite trustedresilience.aiConfidentiality Default—NDA on requestResponse time Within 2 business days