PharmaTools.AI | Experiments in AI Transforming Pharma & Health

AI Experiments in Practice

MedCheckr ABPI

Compliance

Instantly check promotional claims against the ABPI Code of Practice – with clause-level transparency.

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Patiently AI

Patient Communication

Transforms complex medical notes into clear, patient-friendly language – supporting better understanding and health literacy.

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PosterLens

Research

Capture a scientific poster at a conference and get instant, easy-to-share summaries.

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HushMap

Wellbeing

Discover quiet, sensory-friendly places nearby and log your own experiences to help others.

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BiomarkerFinder

Drug Discovery

AI-powered insights into complex biomarker data, explained in plain language.

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Experimental Demos - PharmaTools Lab

Early-Stage Experiments

Beta

MedCheckr

AI-powered compliance tool that checks promotional claims against global pharma codes using RAG-based AI for real-time regulatory feedback.

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Beta

SideEffectViz

Interactive visualization and clustering of medication side effects using FDA adverse event data and machine learning.

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Beta

BiomarkerFinder

Discover key biomarkers in cancer and their role in diagnosis, prognosis, and treatment - powered by Open Targets and AI insights.

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Beta

Case Study Creator

AI-powered business case study generator for pharma and healthcare teams. Ideal for commercial, medical and training use cases.

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Beta

AI Jargon Buster

Turn AI gobbledygook into words humans understand!

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Coming Soon

MedTermTracker

Analyzing how medical terminology for specific conditions changes over time using NLP and trend analysis.

Coming Soon

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Publications - PharmaTools Lab

Behind the Experiments: Research & Reflections

Validation of an AI-powered mobile application for personalizing medical note explanations

Peer-review pending

medRxiv September 2025

A rigorous three-phase validation study of Patiently AI, demonstrating substantial readability improvements with high expert ratings for accuracy (4.49/5) and clarity (4.53/5), and 70% of patients preferring AI-generated explanations.

Health Literacy AI-Powered Communication Patient Engagement Clinical Validation

Read on medRxiv

Healthcare AI privacy risks illustration

When AI Can't Forget: The 7 Hidden Risks of LLMs in Healthcare

Medium August 2025

Critical analysis of data privacy, security risks, and HIPAA compliance challenges when deploying LLMs in healthcare settings.

Data Privacy LLM Security HIPAA

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Illustration showing JSON structure and LLMs

Why LLMs Love JSON

Generative AI July 2025

Technical deep-dive into why JSON is the perfect format for structured output from large language models and practical implementation tips.

LLMs JSON AI Engineering

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Illustration showing a broken AI language model

How to Break a Large Language Model

AI Advances May 2025

Exploring edge cases, reasoning failures, and evaluation methods for testing LLM robustness and safety in production environments.

AI Safety LLM Reasoning Prompt Engineering

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Illustration showing AI simplifying workflows

How to Fix Pharma's Content Duplication Problem

Pharmaphorum April 2025

Strategic framework for aligning medical affairs and commercial teams using AI workflows to eliminate content duplication and improve efficiency.

Content Strategy AI Workflows Medical Affairs

Read on Pharmaphorum

Latest from the Lab

Updated November 2025

PosterLens presented at the ESMO AI & Digital Oncology Congress 2025, Berlin

PharmaTools.AI recognised as double finalist at the PMEAs 2025

Patiently AI validation study published on medRxiv

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