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
Assess
Multi-model baseline of how AI describes your brand today.
- Curated prompt inventory
- Multi-model coverage
- Baseline scorecard & drift heatmap
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.
- Canonical content library
- Authoritative citation graph
- Schema & retrieval optimization
Begin with a pulse.
Or commit to alignment.
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.
- 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
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.
- Pre-work: full A.I.R.™ Assess phase delivered ahead of session
- Facilitated workshop with marketing, legal, comms, and tech leadership
- Strategic alignment document & decision log
- Sequenced A.I.R.™ rollout plan with owners and milestones
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.
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01
Lead with trust.
Risk language is executive language. We translate AI exposure into decisions a board can authorize.
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02
Build resilience.
Resilience is engineered, not declared. We design controls that survive personnel changes and adversarial conditions.
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03
Deliver at enterprise scale.
Pilots that don't reach production are theater. Every engagement is designed to land in the operating model.
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.
Confidentiality: Default — NDA on request
Response time: Within 2 business days