AI-Powered Research Platform for Healthcare Market Intelligence
How we helped GRG Health replace manual HCP data processing with intelligent automation.
70%
Faster Research Delivery
85%
Less Manual Processing
3x
More HCP Profiles Per Day
40%
Cost Reduction
The Client
GRG Health is a healthcare market research company that helps pharmaceutical and healthcare clients gather insights from Healthcare Professionals (HCPs) at scale.
The Challenge
The core challenge was that their existing workflow was entirely manual. Every HCP profile had to be researched, verified, and enriched by hand, which slowed down every study and made it hard to scale as client demand grew.
The Solution
We designed and built a custom AI-powered research platform that automates HCP data enrichment and streamlines the survey and interview workflows that used to eat up hours of manual work every week.
How It Works
From raw data to research-ready insights.
Data Ingestion
Raw HCP data is automatically pulled in from multiple sources into a single pipeline.
AI-Powered Enrichment
GPT-4 and LangChain agents cross-reference and fill in missing fields — specialties, affiliations, and contact details.
Survey Automation
Automated workflows manage survey and interview scheduling without manual coordination.
Insight Generation
Enriched data flows into analysis-ready reports, cutting research turnaround time significantly.
Tech Stack
FAQ
Common questions about this project
How does the AI enrichment actually work?
GPT-4 and LangChain agents pull raw HCP data from multiple sources, cross-reference it, and fill in missing fields — specialties, affiliations, contact details — using structured prompts and vector search over verified data.
Is this specific to healthcare research, or can it work for other industries?
The core architecture — data ingestion, AI enrichment, and workflow automation — is industry-agnostic. We tailored the enrichment logic and data sources specifically for healthcare, but the same pipeline works for market research in any field.
How accurate is the enriched data compared to manual research?
The AI-enriched profiles go through a validation layer before being finalized, so accuracy stays consistent with manual research while cutting the time down significantly.
Does this replace the research team, or work alongside them?
It works alongside them. The platform handles the repetitive data processing and enrichment, freeing up the research team to focus on analysis, strategy, and client-facing work.
Can the platform scale to handle larger datasets?
Yes. It's built on FastAPI and PostgreSQL with Pinecone for vector search, so it scales horizontally as data volume grows without a redesign.
From The Client
What GRG Health has to say
"Innovex Solution completely transformed our research workflow. What used to take hours of manual HCP profiling is now automated, accurate, and significantly faster—allowing us to scale studies without increasing operational effort."
Tanvi Bahl
Associate Director, Research Services, GRG Health
Ready When You Are
This is what we can build for you.
If your team is spending time on manual data work a smart system can handle, we should talk.