Unlocking sales growth with autonomous AI-driven physician intelligence
Challenge
Over 60% of physicians maintain or have increased restrictions on biopharma rep access, and over 50% of physician interactions are now remote or hybrid as digital adoption accelerates, requiring smarter engagement approaches.
Next Best Action (NBA) platforms have become essential, enabling commercial teams to navigate these challenges with personalized, data-driven recommendations. NBA accelerates sales effectiveness by pinpointing the right physicians, optimizing outreach timing, and recommending tailored messaging.
However, a "last mile" disconnect between advanced data strategy and field execution remains a key barrier to sales productivity.
Methodology
The platform segments providers by prescribing influence, growth trajectory, and referral networks, automatically delivering actionable, personalized insights into rep workflows.
Its agentic AI automates up to 85% of pre-call workflows, freeing 25-40% of rep capacity for high-impact selling activities.
Expected Impact
5-13%
Revenue Growth Impact
Expanded and better assets, more eligible patients reached, and revenue pulled forward within 3-to-5 year time frame.
6-8%
Cost Efficiency
Potential savings from increased productivity, reduced vendor spend, and optimized operations
3-5 p.p.
Impact to EBITDA
Full potential enterprise-wide impact on EBITDA within a time horizon of 3 to 5 years
Testimonial
– Sales Director, Rare Disease Commercial Team

