Pharma & Biotech

Commercial AI for Life Sciences

Commercial teams lack visibility on healthcare professional influence and prescribing behavior. CRM data is outdated and insufficient for omnichannel decisions. Salesforce sizing and territory allocation rely on static rules rather than demand signals.

+35%
Campaign ROI
+12%
Revenue Uplift
-70%
Launch Workload
4x
Segmentation Accuracy

What We Deploy

/01

HCP Profile Enrichment Engine

+35% campaign ROI

Automated extraction from medical publications, congresses, and professional networks. Unified profiles combining publications, networks, and behavioral signals. ML scoring for influence, prescribing likelihood, and channel mix.

/02

ML Salesforce Sizing & Allocation

+12% revenue uplift

Demand models per product capturing carry-over behavior and persistence. Elasticity estimates quantifying incremental sales per rep by region. Optimization engine recommending revenue-optimal rep deployment.

/03

Augmented Market Intelligence

-70% workload per launch

Automated market sizing, competitive landscaping, and launch planning. Confidence bands on forecasts tightened through ML. Workload per launch reduced through systematic automation.

/04

AI Bid Management for Tenders

150 hours saved monthly

AI crawler detects new tenders and flags relevant opportunities. Vector and risk models analyze clauses, compliance gaps, and inconsistencies. Generative agent drafts proposal sections using validated templates.

Client Results

Leading Global Pharma

-70% Workload Per Launch

Limited visibility on HCPs hindered segmentation. CRM outdated and insufficient for omnichannel decisions. Automated data extraction from medical publications and congresses. ML scoring for influence, prescribing likelihood, channel mix.

-70% Workload4x Segmentation Accuracy
Leading European Pharma

+12% Revenue Uplift

No data-based rules for rep allocation across products and regions. Demand models capturing carry-over behavior and persistence. Elasticity estimates per rep by region. Optimization engine for revenue-optimal deployment.

+12% Revenue-18% Field Cost
Leading Global Pharma

+35% Campaign ROI

CRM data outdated with no behavioral signals on HCPs. Automated extraction from LinkedIn, PubMed, congresses, and guidelines. Unified profiles combining publications, networks, and behavioral signals.

+35% ROI55% Faster Planning
Leading Global MedTech

150 Hours Saved Monthly

Teams reviewed hundreds of pages under tight tender deadlines. Clause gaps caused costly disqualifications. AI crawler detects tenders instantly. Risk models analyze clauses and compliance. Agent drafts proposal sections.

150 hrs/MonthHigher Win Rate

Ready to transform pharma & biotech?

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