Protect
AI Compliance Agent for
On-Message, On-Label
Execution
Help commercial teams practice, coach, and improve with in approvedmessaging, regulatory guidance, and compliance guardrails. Audit-readyrecords for every interaction.
Why It Matters
Compliance for Every
Commercial Conversation
In regulated industries, compliance is not a quarterly review. It is a condition ofevery conversation, every coaching session, every certification record. AI Compliance Agent embeds compliance scoring into the workflow rather than bolting it on after the fact. Six recurring moments where automated compliancescoring produces measurable risk reduction.
Pre-Launch Message Approval
MLR-cleared messaging fuels practice and coaching before reps hit the field.
Off-Label Risk Detection
Catch off-label language before it reaches an HCP, payer, or advisor conversation.
Certification Compliance
Audit-ready certification records forevery rep, every cycle, every market.
Field Practice Compliance
Reps practice approved messaging atevery cycle. Reflection scoring flags drift early.
Cohort Risk Monitoring
Compliance and MLR teams see adherence patterns and risk trends across teams.
Audit Preparedness
Pull audit-ready records on demand. Every session, every claim, every flag, exportable.
The compliance reality
How Do You Scale Compliance Across Every Sales Conversation?
Generic AI sales coaching was not built for industries where every claim has to becleared. The field engages tens of thousands of customer conversations a year. Compliance teams cannot review them all. AI Compliance Agent scores every practice and coaching session against your approved messaging library, withoutadding a single MLR cycle.
Score every practice and coaching session against your MLR-cleared messaging
Flag off-label language by pattern, escalating before drift compounds
Replace annual audit anxiety with continuous, measurable compliance scoring
Produce an audit-ready record on every session by default
Approved content first
Compliance Confidence That's Built on Approved Content, Not Generic AI
Every score, every flag, every coaching recommendation pulls from your approved content library: MLR-cleared claims, on-label language, branded positioning, regulator-aligned messaging frameworks. Scoring runs against the same standard reps practice with. Nothing comes from a model's best guess.
Pull every score from your MLR-cleared content, not from a model's training data
Enforce required language and block prohibited terms instantly
Anchor scoring to OPDP-aligned messaging frameworks
Replace one-size training with target Score brand voice and positioning against your approved standardsed coaching that scales
How it works
Four Dimensions of Compliance Scoring
AI Compliance Agent scores every interaction across four discrete dimensions. Each one is a feature line in the product. Together they form the rubric your business enforces.
Claim Adherence
Required MLR-cleared claims surfaced. Hit ratescored. Coaching tied to misses.
Off-Label Detection
Prohibited terms flagged in scoring. Risk patterns escalated by team and product.
Fair Balance
Required safety language adherence tracked. Material risks surfaced. Brief summaries enforced where applicable.
Brand Voice
Tone, positioning, and on-brand messaging scored against your approved standards.
Audit ready
Every Interaction. Every Score. Every Record. Searchable.
AI Compliance Agent produces a digital audit trail on every practice and coaching session. Every claim, every flag, every score, every timestamp. The audit posturestops being an annual scramble and becomes a continuous condition of how thefield operates.
Capture a digital audit trail on every practice and coaching session
Search by cohort, market, product, indication, and date range
Export in regulator-aligned formats for FDA, FINRA, or state regulator submissions
Apply retention and access controls that follow your governance standards
For compliance and MLR teams
Compliance Patterns at the Team Level
Compliance teams cannot review every conversation. They do not need to. AI Compliance Agent surfaces patterns across whatever dimension fits your function: territory, market, indication, tenure, or rep. Where off-label language is drifting. Where required claims are slipping. Compliance teams act on pattern detection, not transcripts.
See compliance patterns across the dimensions that fit your function inone heat map
Catch claim drift, off-label flags, and fair-balance gaps before they spread
View adherence aligned to your message families and indications
Pull audit reports for governance at the level of detail your team configures
For commercial excellence and compliance leaders
Catch Compliance Risk Before it Becomes a Real Problem
FDA warning letters, FINRA enforcement actions, state insurance regulator inquiries. By the time these arrive, the underlying behavior has been live in the field for months. AI Compliance Agent surfaces patterns of off-label drift, fair-balance gaps, and message adherence slippage in practice scoring before they show up in the field.
Read compliance risk patterns in practice scoring 60 to 90 days before field incidents
Surface cohort-level drift, slippage, and pattern emergence pre-launch
Tie compliance investment to measurable risk reduction with evidence
Adaptive compliance
Personalized by Adaptive AI
Adaptive AI runs underneath AI Compliance Agent. Compliance thresholds flex by market, by role, by indication. A KAM in a restricted-access market sees different fair-balance requirements than an MSL in a teaching hospital. New hires see tighter required-claim scoring. Seasoned reps see the patterns they personally drift on. The compliance posture stays absolute. The scoring intelligence adapts.
Outcomes
Compliance Outcomes Leaders Can Defend
100%
Of practice sessions produce audit-ready records
60%
Faster certification
97%
Mastery rate across enterprise customers
42%
Ramp reduction across enterprise customers
What Our Customers Are Saying
“Quantified’s AI personas enabled us to scale our training without pulling people out of the field. Our learners loved how intuitive and customizable the tool was, and it became a key part of our accelerated training schedule.”
— Keenan Stare, Product and Disease Training Manager, Novartis
“Reps told us they felt more prepared walking into HCP conversations. They weren’t just certified—they were confident.”
— Kathy Driscoll, Associate Director, Brand Franchise Training, Bayer
“The ability to scale training without sacrificing quality was a game-changer for us.”
— Peter Frank, Director, Cardio Renal and Women’s Health Franchise Training, Bayer
“With Quantified we really felt that we found our solution.”
— Chrissy Richards, Director of Commercial Training, Sanofi
“Quantified’s AI-driven personas changed the game for us. The tool took our training to the next level and allowed our learners to engage with the material in a way that was natural and repeatable, without feeling the pressure of in-person assessments.”
— Keenan Stare, Product and Disease Training Manager, Novartis
“It was super easy to use for the learners...the managers were able to start coaching right away.”
— Chrissy Richards, Director of Commercial Training, Sanofi
“It accelerated my learning significantly.”
— Learner, Sanofi
“Quantified provides a realistic sales presentation experience. It allows our sales representatives to present and answer real questions they will encounter from our prospects.”
— Greg Tolmachoff, VP of Sales Operations, OpenLending
Ready to see Quantified in action?
Industries
Use cases
