Create
Accelerate the creation of roleplays, scenarios, rubrics, coaching paths, knowledge
checks, and readiness content from approved source materials. Human review and
approval built in.

How It Works
The Content Bottleneck


Approved Content First
What it generates
Human In The Loop
Generation is half the workflow. Review and approval are the other half. AI Authoring Agent puts MLR review, trainer revision, and approval routing inside the product. AI assists the authoring work. Humans own the decisions.


For Trainers And Enablement Leaders
Authoring is not a one-time event. Content ages. Markets shift. AI Authoring Agent surfaces which scenarios are running, which messages are landing, and where cohorts are struggling on specific content. Refresh candidates surface based on field performance signals across how the content is being used and learned.
For commercial excellence and training leaders
Launch readiness, brand refresh, competitive shifts. The time between an approved message and a certified rep is the metric that determines whether training keeps pace with the business. Authoring Agent compresses that window from weeks to days.


Adaptive Authoring
Adaptive AI runs underneath AI Authoring Agent. Same scenario template renders differently for a KAM in a restricted-access market than for an MSL in a teaching hospital. Same persona reflects different specialties depending on the rep's territory. Same rubric weights different behaviors for new hires than seasoned reps. The content travels with the context it needs.
Outcomes