Multiplier AI Blog
Know How Data, AI, & Digital Marketing Can Help Pharma & Life Sciences
Sales Performance Management in Pharma: The Complete Guide
Sales performance management (SPM) is the set of processes and tools pharma companies use to plan, manage, and improve field-force performance — covering goal and quota setting, territory alignment, incentive compensation, performance analytics, and coaching. Done well, SPM connects strategy to the doctor-level actions that actually drive prescriptions.
Patient Engagement in Pharma: The AI-Powered Playbook for Patient Support Programs
Patient engagement in pharma means helping patients start, stay on, and succeed with their treatment — through education, reminders, support, and a better experience at every step. The problem it solves is huge: roughly half of patients with chronic conditions do not take their medicines as prescribed.
Private LLMs for Pharma: Guide to Secure, Compliant GenAI
A private LLM is a large language model that runs inside your own controlled environment, so your data never leaves your boundary to a third-party service. For pharma, that matters because the data is sensitive — doctor and patient records, trial results, and proprietary content — and the rules are strict.
UCPMP 2024 Explained: The Compliance Guide for Pharma Marketing Teams
UCPMP 2024 is India's Uniform Code for Pharmaceutical Marketing Practices — the ethical rulebook from the Department of Pharmaceuticals that controls how pharma and medical device companies promote their products to doctors.
Pharma Marketing Automation: Workflows, Triggers and AI (2026 Guide)
Pharma marketing automation uses software to run marketing tasks, campaigns, and journeys automatically — triggered by what a doctor or patient does, and kept compliant at every step.
Veeva Alternatives for Pharma in 2026: When to Complement, When to Switch, and How an AI Layer Changes the Question
Veeva alternatives is one of the most searched vendor comparison terms in pharma commercial technology, and it is usually searched for the wrong reason. When a pharma commercial leader types that phrase, the problem is rarely Veeva itself.
How GenAI Creates Personalized Medical Content for 10,000 HCPs at Once
For years, pharma companies have understood the importance of personalized communication. The idea is simple: doctors respond better when content reflects their interests, their patients, and their clinical context. Relevance drives engagement, and engagement drives outcomes.
Measuring Omnichannel ROI in Pharma: Metrics That Actually Tell You If It’s Working
Most pharma companies are not underinvesting in omnichannel. They are under-measuring it. The problem is not whether omnichannel activity is happening. The problem is whether anyone can prove what it is changing.
Multiplier AI Unveils Its GenAI-Powered Medical Writing Platform
The pressure on clinical teams to document faster, comply with more regulations, and do more with fewer resources has never been greater. Yet most medical writing processes still rely on manual workflows that were not built for today's pace.
Email vs Rep Visit vs Digital Ads: How AI Decides the Best Channel for Each Doctor
The hidden inefficiency in pharma engagement strategies Most pharma teams do not struggle with a lack of channels. They struggle with choosing the right one at the right time.
What Does True Omnichannel Mean in Pharma? And Why Most Companies Are Still Multichannel
If you ask ten pharma leaders what omnichannel means, you will likely get ten different answers. Some will describe it as using multiple channels. Others will say it is about coordinating campaigns.
Pharma AI Architecture in 2026: The 5-Layer Reference Stack for Scalable, Compliant AI
In many pharma organizations, AI initiatives begin with strong intent and promising early results. Teams build models that improve targeting, generate content, or surface predictive insights.