AI Platform: Transforming Healthcare Analytics

AI Platform Revolutionizing Healthcare Insights

A UK healthcare market intelligence company partnered with Dataforest to drive digital transformation. We developed an AI-powered enterprise management platform that automated core processes such as data collection and report generation with deep analytical insights. With dynamic web scraping, AI-based deduplication, and GenAI data enrichment, the solution cut 9,600+ manual hours monthly and doubled productivity—delivering significant operational gains.

Pharma

Digital Transformation

Business process automation

Pharma

Digital Transformation

Business process automation

9,600

hours/month of manual work eliminated

increase in overall productivity

About the client

Solici is the strategic competitive intelligence division of Cambridge Healthcare Research, based in the UK. It delivers critical strategic insights to pharmaceutical, biotech, and healthcare organizations worldwide. By tracking trends, regulations, and scientific breakthroughs, their team of experienced analysts helps organizations anticipate change and make smarter decisions in an evolving industry landscape.

Tech stack

Langchain

OpenAI

RAG

Python

Django Admin

The client's needs

To support their business transformation, Solici sought an advanced web platform to automate critical processes such as data collection, preparation, and report generation. Their vision was to embrace digital transformation, driving operational efficiency and revenue growth. The focus was on automating key workflows, ensuring data integrity, and enabling seamless collaboration across teams—all while maintaining the highest security standards.

Challenges & solutions

Challenge

Solici's analysts were spending valuable time manually collecting data from various sources—drug news, releases, research papers, social media, industry websites and historical data. This labor-intensive process not only slowed down operations but was also prone to errors.

Solution

We implemented an automated data collection solution using dynamic web scraping, seamlessly monitoring over 200 sources with a 10% monthly growth rate. The platform allows users to prioritize sources based on their needs. This solution eliminated the need for manual research, significantly boosting both data speed and accuracy. The system now tracks new content in real time, ensuring that the client has the most up-to-date insights at their fingertips.

Challenge

Duplicate content and repetitive information were clogging Solici’s data pipelines forcing analysts to waste time manually filtering results—slowing down crucial business processes.

Solution

We developed a dynamic deduplication engine that automatically filters out duplicates and redundant content. With customizable keyword similarity thresholds, the system delivers clean, actionable data that accelerates decision-making and streamlines business workflows. This solution not only enhances data quality but also reduces analyst workload, empowering Solici to move faster and more efficiently.

Challenge

Solici needed more than just raw data—they required enriched, historical, and forward-looking analytical reports to deliver actionable insights to their clients. The manual process of analyzing data and creating detailed reports was extremely time-consuming, making it a bottleneck in their core operations.

Solution

By leveraging GenAI, we transformed raw data into enriched, context-aware intelligence. This automation streamlined the creation of in-depth reports, alerts, and summaries—previously a complex, multi-step manual task. The solution significantly accelerated report generation, which is central to the company’s success, driving operational efficiency and increasing revenue by providing faster, more actionable insights to Solici’s clients.

Challenge

Fragmented client communications and report histories were spread across emails ( Microsoft Outlook) and SharePoint folders, making it challenging to access historical data efficiently.

Solution

We seamlessly integrated and reorganized all historical communications and reporting data, creating a unified, searchable, and structured repository within the platform. This streamlined access improved workflow efficiency and empowered teams to find vital information quickly, enhancing decision-making and productivity.

Challenge

Dynamic project requirements and frequent task changes added complexity to project execution.

Solution

We adopted an Agile delivery approach, emphasizing strong client communication to ensure flexibility, transparency, and a rapid response to evolving project needs. This approach empowered us to adapt quickly and maintain seamless execution, driving better client satisfaction and results.

Challenge

Without a centralized dashboard, the client struggled to gain real-time visibility into operational metrics, which slowed down strategic decision-making across teams.

Solution

We developed an executive-level web platform with a customized dashboard that empowers fast, data-driven decision-making. By consolidating key data streams into one unified interface, leadership can now act on insights in real time, enhancing operational agility and improving overall strategy.

Challenge

Solution

Challenge

Solution

Luxury Retailer AI Demand Forecasting Implementation

Results

Dataforest played a key role in the digital transformation process for a UK-based healthcare market intelligence company. We developed an AI-powered platform that automated key workflows in data collection, enrichment & management, generating analytical reports, and providing actionable insights through executive-level dashboards.

Automated data collection from 200+ sources with dynamic, ongoing /web scraping, improving speed and insight quality.
Integrated a deduplication engine, reducing analyst workload and ensuring clean, actionable data.
Leveraged GenAI to enrich data streams, automating reports, alerts, and summaries generation tailored to Solici's clients' needs.
Integrated and reorganized all historical communications and reporting data, creating a unified, searchable, and structured repository within the platform.
Designed and implemented UI dashboards for effective business management, allowing Solici to make faster, data-driven decisions

‍

The web platform became an integral part of the client's business transformation, eliminating over 9,600 hours of manual work per month and doubling productivity, driving measurable improvements in their operations and ROI.

AI Platform Revolutionizing Healthcare Insights

Success stories

Check out a few case studies that show why DATAFOREST will meet your business needs.

All Success Stories

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88%

forecasting accuracy

0.9%

out-of-stock reduced

Andrew M.

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I think what is really special about the DATAFOREST service is its flexibility, openness, and level of quality and expertise.

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data processed

89%

accuracy improvement

Sean B.

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3M+

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600M+

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Streamlined Data Analytics

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DB entries