Drive better HCP conversations with AI coaching

AI coaching for pharmaceutical sales reps means rehearsing conversations with healthcare professionals in realistic AI roleplays on Retorio before a real visit.

Alongside classroom sessions and ride-alongs, reps practise openings, key messages and HCP questions as often as they need. Every conversation ends with behavioral feedback on how the rep came across, which builds confident and compliant conversation habits in the field.

In pharmaceutical sales, Retorio uses AI to play the healthcare professional, an AI persona that reacts in real time and raises objections.

It asks the questions a real HCP would ask. Afterwards, behavioral feedback covers verbal and non-verbal signals along Warmth and Competence, such as whether the rep listened, stayed clear and kept the conversation on track.

Pharma reps use Retorio to practise the conversations that decide a visit, from a time-constrained opening to HCP objections.

That includes presenting on-label key messages and agreeing a clear next step. It is built for field reps, key account managers and the managers who coach them. Personas reflect different HCP types, from a sceptical specialist to a busy general practitioner with only a few minutes.

Pharma companies measure Retorio results through behavior first: individual analytics show how each rep develops on Warmth and Competence over time.

Organization analytics add adoption, completed scenarios and development across the whole field force, and cohort analytics compare teams, regions or launch groups side by side. Commercial metrics such as call quality or HCP feedback are then read against these trends in the company’s own reporting.

Setup time for Retorio depends mainly on the approved material a pharma team already has, because sessions are built from it.

The session generator turns call guides and key messages into practice sessions, and the persona generator creates the HCP counterparts. Commercial excellence or enablement teams build the content themselves. Practice conversations draw on MLR-approved material and run in 14 languages for international field forces.

No, Retorio does not replace field trainers or first-line managers. It adds the practice time that ride-alongs and workshops cannot provide.

Classroom formats introduce a new message or launch story once. With Retorio, reps rehearse it repeatedly before meeting healthcare professionals. Managers then use their coaching time on the patterns the analytics surface, instead of spending field days on basic message practice.

Yes, Retorio is GDPR compliant, ISO 27001 certified and hosted on Google Cloud with EU data residency.

It is aligned with the EU AI Act and does not fall under the prohibited uses of Article 5. For pharma teams, practice conversations draw on MLR-approved material, so reps rehearse on-label messaging. Retorio coaches conversation behavior and makes no medical, efficacy or product claims of its own.