Quantified certifies reps on demonstrated behavior, not course completion. Reps practice the conversation in AI Roleplay, are scored against your approved criteria and exemplars, and certify when they’re ready, with a documented record of every session.
Certification is the gate between launch day and revenue. Here is how the process works, and how Quantified runs it.
Pharma companies certify reps before a launch by setting an approved standard, training reps on the product and label, assessing realistic HCP conversations against that standard, retesting anyone who falls short, and documenting the result. Quantified runs that process in AI Roleplay: every rep practices on your approved content, is scored against your own criteria and exemplars, and certifies on demonstrated behavior, with a documented record of every session.
Certification is an internal company sign-off, and the pass standard is yours. What changes with Quantified is how fast a whole field force can meet it, how consistently it is scored, and how clearly leadership can see who is ready.
Each step shows what the process requires, and how it runs on one platform with one standard and one audit trail.
Training, medical, legal, and regulatory teams agree on the approved claims, the core messages, and what a passing conversation sounds like.
With QuantifiedYour MLR-cleared content and exemplars from your best people become the scoring criteria.
Compliance AI →Reps learn the disease state, clinical data, and label, then pass knowledge checks before they practice.
With QuantifiedOur team builds the scenarios with you, or your trainers author them in Self-Authoring, from the same approved content.
Self-Authoring →Reps rehearse the launch conversation and are assessed on message accuracy, objection handling, and compliance.
With QuantifiedReps practice in AI Roleplay as often as they need, scored the same way every time.
AI Roleplay →Reps who miss the standard get coaching and a second assessment before they meet an HCP.
With QuantifiedReadiness AI assigns practice matched to each rep’s gaps. Reps retest and certify when they’re ready, not when the calendar allows.
Readiness AI →Results are documented before field deployment, and managers keep coaching after launch.
With QuantifiedCertification status, message mastery, and gaps by rep, team, and region, the same week the work happens.
Insights & Reporting →Live roleplay works when it happens. Running it the same way across hundreds of reps, before a fixed launch date, is where it strains.
| What Changes | Common Challenges With Live Certification | Certification in AI Roleplay |
|---|---|---|
| Who scores | Trainers and managers live, so scores can vary by evaluator | Your criteria and exemplars, applied the same way to every rep |
| Scheduling | Booked around trainer and manager calendars | Reps practice and certify on their own schedule |
| Practice first | A few mock calls before the assessment | As many practice sessions as each rep needs |
| Retesting | Another live session to schedule | Targeted practice on the gap, then a retest |
| The record | Often evaluator notes and spreadsheets | A record of every session, with the transcript and scores to review |
| Leadership view | Often compiled after the window closes | Readiness by rep, team, and region while there is time to act |
Each certification produces a record your compliance team can stand behind, and every cohort rolls up to a view leadership can read.
Cardiologist · Efficacy objectionLeveraging AI in our certification process allows us to be more targeted in our training initiatives. We know exactly what and where the knowledge and skill gaps are, allowing us to tailor training initiatives where the team needs it most.
Visibility is configurable: cohort, individual, or both, the customer’s choice.
“With Quantified we really felt that we found our solution.”
“Reps told us they felt more prepared walking into HCP conversations. They weren't just certified—they were confident.”
“Quantified’s AI personas enabled us to scale our training without pulling people out of the field.”
Trusted by the world’s largest pharmaceutical companies. Quantified is used by 55,000+ field reps at 30+ enterprise customers, including more than 10 of the top global pharmaceutical companies.
Read Customer Stories →Ours included. Ask each vendor to show the answer live, on your content, in the demo.
Six working tools for life sciences training teams, from use case to success criteria, including a vendor scorecard and go/no-go criteria you can run on any platform.
Get the Pilot GuideSome teams want us to build the certification program with them. Others want their trainers to author it. White-glove service is included in every AI Roleplay program, so you choose the level of support that fits your team.
“It was super easy to use for the learners...the managers were able to start coaching right away.”
The same scenarios, rubrics, and reporting carry from a launch certification into onboarding, compliance, and ongoing coaching.
Answers for commercial training leaders planning launch certification and evaluating AI roleplay for their field force.
Pharma companies certify reps through an internal launch-readiness process. Training, medical, legal, and regulatory teams set the approved standard; reps learn the product, disease state, and label; reps are assessed in realistic HCP conversations on message accuracy, objection handling, and compliance; anyone who falls short gets targeted practice and a retest; and results are documented before reps meet HCPs. Quantified runs this process in AI Roleplay, scoring every rep against the customer’s own approved criteria and exemplars. Sanofi certified 100% of a 500-rep field force within a five-day certification window, with four trainers.
AI roleplay certification means a rep proves readiness in a realistic practice conversation with an AI persona, scored against a defined standard, rather than by finishing a course or passing a quiz. In Quantified, the standard is your team’s own approved criteria and exemplars, certification gates on demonstrated behavior, and every session produces a record with the transcript and scores.
Reps can rehearse the hardest conversations as often as they need before they are assessed. Quantified personas are tuned to specialty and prescribing pattern and carry the objections your team actually hears. Multi-persona roleplay puts several stakeholders in one conversation, and avatars react to the visual aids reps share on screen. Every attempt is scored the same way, so certification reflects the conversation, not the evaluator.
It depends on the program and the size of the rollout, but certification no longer waits on trainer availability, because reps practice and certify on their own schedule. Sanofi certified 100% of a 500-rep field force within a five-day certification window, with four trainers, and 80% were certified within 48 hours. Content build and rep training came first; the five days is the certification window. Bayer certified 500+ reps for a product launch at a 97% mastery rate.
Your team owns them. Your trainers approve the scoring criteria, the exemplars, and the passing standard. Self-Authoring can draft rubrics from your approved content to speed that up, and Quantified’s team calibrates scoring with your trainers before rollout. Every score comes with a transcript you can review.
Scenarios are built from content your MLR team has already approved, and every session is scored against your MLR-cleared claims. Off-label language is flagged, and each session’s record, with the transcript, the scores against your criteria, and a timestamp, is available for your compliance team to review. When labels or approved messaging change, scenarios and scoring are updated to match.
Ask each vendor to show, on your content: whose rubric sets a passing score, whether every rep is scored to the same standard, how reps practice and retest, what happens when a rep goes off-label, what a certification record contains, who rebuilds scenarios after a label change, how results reach your LMS and leadership, and a named result from your industry. The evaluation checklist above lists all eight questions.
It can replace the live assessment session. Trainers and managers keep responsibility for the standard, scoring calibration, and coaching. Reps do their repeated practice and the scored certification in AI Roleplay, and trainers coach the specific gaps the data shows. That is how Sanofi’s four trainers certified a 500-rep field force.
Yes. Self-Authoring drafts personas, scenarios, and rubrics from your approved content for your trainers to review and approve, and it’s included in both packages. Our team supports your trainers at whatever level they need, from reviewing a first scenario to building the full program with you. Teams that prefer full service can have Quantified’s team build and calibrate the program with their trainers. White-glove service is included in every AI Roleplay program either way.
Visibility is configurable: cohort, individual, or both, the customer’s choice. Practice is a judgment-free space where reps can rehearse as often as they need before they certify, and you decide what managers see.
Quantified is the AI Roleplay and Sales Coaching Platform for life sciences and regulated commercial teams. Quantified is used by 55,000+ field reps at 30+ enterprise customers, including more than 10 of the top global pharmaceutical companies.
Bring your approved content, your pass standard, and the launch conversation your reps find hardest. We’ll show you how Quantified gets every rep certified and ready.
