Case Studies

Real Outcomes. Proven Results.

See how Multiplier AI has delivered measurable impact across pharma, med-tech, and hospital commercial operations.

Biopharma team running an omnichannel HCP campaign across 17,000 doctors and 14 recruitment sites — Multiplier AI AI Campaign Ops case studyBiopharma team running an omnichannel HCP campaign across 17,000 doctors and 14 recruitment sites — Multiplier AI AI Campaign Ops case study

AI Campaign Ops for a 17,000-Doctor Clinical Program

How a global biopharma replaced fragmented vendors with one AI Campaign Ops layer — coordinating outreach across 17,000 doctors and 14 recruitment sites and lifting HCP response about 50% with Multiplier AI.

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AI Patient Acquisition

AI Patient Acquisition That Reaches New Towns

How a hospital used AI to find high-intent patients, run personalized acquisition campaigns, and plan medical camps in new towns — lifting patients from new areas 26% and comorbidity appointments 18% with Multiplier AI.

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A Doctor Referral Network That Drives Surgery Footfall

How a hospital plugged into a 1.35-million-doctor referral network, tracked every referral and commission in real time, and grew surgery footfall 21% and follow-up visits 28% with Multiplier AI’s Doctor Referral Platform.

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AI Patient Intelligence That Brings Patients Back

AI Patient Intelligence That Brings Patients Back

How a hospital network unified patient data across HIS/EMR, labs, and pharmacy, used AI to predict each patient’s next best action, and brought patients back — lifting revisits 25%, footfall 21%, and loyalty 32% with Multiplier AI.

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Pharma marketer using GPT & LLM AI tools

GPT & LLM Tools for Faster, Personalized Pharma Content

How a leading pharma company used GPT & LLM-based tools to turn slow, generic manual content into fast, hyper-personalized messaging — cutting content time dramatically and lifting doctor and patient engagement 35% with Multiplier AI.

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Clean, consented HCP data for DPDP & UCPMP-compliant pharma marketing

HCP Marketing at 100% DPDP & UCPMP Compliance

How a leading pharma company turned DPDP and UCPMP from a blocker into a foundation — building provable doctor consent, secure data operations, and audit-ready records to reach 100% compliance with Multiplier AI.

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Hyper-Personalized Content That Doctors Actually Engage With

How a leading pharma company replaced generic email blasts with N=1 hyper-personalized HCP content across email, WhatsApp, social, and field — lifting campaign engagement 35% and patient engagement 20% with Multiplier AI.

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Medical rep reviewing clean, AI-enriched doctor data in a pharma CRM — Multiplier AI GenAI Doctor Data Platform case study

Get the Gold Standard of Doctor Data in Your CRM

How a leading pharma company turned a 50%-inaccurate doctor database into a clean, AI-enriched, fully consented CRM — doubling rep face time and lifting prescriptions 25% with Multiplier AI’s GenAI Doctor Data Platform.

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GenAI Doctor Data Platform — Multiplier AI

Get The Gold Standard Of Doctor Data In Your CRM

Pharmaceutical companies often face challenges with outdated or inaccurate doctor data—sometimes with over 50% of records needing validation—which can impact the effectiveness of sales representatives in reaching the right doctors with personalized messaging. A GenAI Doctor Data Platform like the one developed by Multiplier AI could help address such issues by cleaning and validating the CRM database, segmenting doctors by specialties, and potentially offering real-time insights into their professional activities. With more accurate and updated data, sales teams may be able to engage more effectively and could spend more quality time with relevant doctors during visits.

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Hyper Personalized Content Platform

In addressing this, the company sought to enhance its doctor engagement using a new AI-driven platform for hyper-personalized content. The goal was to move beyond generic messaging by delivering content that was more tailored and relevant to each doctor. The platform utilized AI to analyze doctor behaviors and preferences, allowing for more personalized content delivery across multiple channels, including email, social media, and direct communication from sales reps. This strategy was expected to significantly improve doctor engagement, boost the effectiveness of marketing campaigns, and strengthen overall relationships with healthcare professionals.

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Hyper Personalized Content Platform — Multiplier AI
DPDP-Compliant HCP Marketing — Multiplier AI

DPDP-Compliant HCP Marketing

By adopting this platform, the company was able to improve its HCP marketing while safeguarding compliance with privacy regulations. The solution automatically managed doctor consent, securely handled sensitive data, and enabled personalized communication across multiple channels—all in line with DPDP and UCPMP requirements. This approach helped the company achieve maximum compliance, build stronger trust with doctors, and maintain effective marketing practices without risking privacy violations.

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GPT & LLM Based Tools

A pharmaceutical company explored the use of GPT and LLM-Based Tools, such as those developed by Multiplier AI, to enhance its content creation and communication strategies. The AI-enabled platform could assist in automating the development of personalized emails, social media posts, and other materials—potentially reducing the time spent on manual content generation. By analyzing real-time data, the tools may support hyper-personalized messaging, which could contribute to stronger engagement with both doctors and patients.

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GPT & LLM Based Tools — Multiplier AI
Patient Intelligence Platform — Multiplier AI

Patient Intelligence Platform

A multi-specialty hospital group needed to grow new patient volumes for key specialty departments. Multiplier AI deployed a Patient Intelligence Platform that identified high-intent patients, optimized referral pathways, and ran geo-targeted digital campaigns to fill appointment pipelines. By leveraging behavioral data and AI-driven segmentation, the platform enabled the hospital to engage patients at the right moment—leading to significant growth in new specialty appointments and measurable improvements in patient acquisition efficiency across departments.

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Platform for Driving Doctor Referrals

Healthcare providers often struggle to build consistent referral networks that drive qualified patient volumes to specialists. Multiplier AI's Doctor Referral Platform addressed this by mapping referring physician networks, identifying referral gaps, and deploying AI-driven outreach to strengthen relationships between primary care and specialty teams. The platform tracked referral journeys end-to-end, enabling hospitals and pharma companies to optimize their referral strategies and improve both patient outcomes and commercial performance across key therapy areas.

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Platform for Driving Doctor Referrals — Multiplier AI