Identify Assets & Mechanisms
From Clinical Evidence to Strategic Opportunity Intelligence
MASH Intelligence Platform
Navigate the Healthcare Marketplace Landscape
Navigate the evolving MASH landscape with integrated asset intelligence, clinical evidence, mechanism analysis and competitive opportunity assessment.
The SPER MASH Intelligence Platform helps pharmaceutical and biotechnology organisations understand the competitive landscape,
evaluate therapeutic assets and identify opportunities for differentiation.
Core Capabilities
Comprehensive MASH Intelligence Framework
Integrated asset intelligence, clinical evidence analysis, mechanism assessment and competitive opportunity evaluation to support strategic decision-making.
Asset & Clinical Intelligence
Track MASH assets, clinical trials, development phases, endpoints, efficacy, safety and key milestones across the landscape.
Mechanism & Target Intelligence
Assess therapeutic mechanisms, clinical validation and emerging areas of scientific interest in MASH treatments.
Competitive Benchmarking
Compare assets across clinical evidence, development maturity and potential differentiation strategies.
Opportunity Scoring
Evaluate profiled assets across five weighted criteria: Maturity, Clinical Evidence, Competitive Headroom, Segment Breadth and Delivery Fit.
Regulatory & Strategic Intelligence
Monitor regulatory developments, clinical readouts, partnerships, licensing and M&A activities in MASH space.
Primary Market Intelligence & KOL Atlas
Combine structured expert research with AI-based KOL mapping to investigate treatment perceptions and adoption barriers.
Find experts instantly with specialty, geography, publication volume, trial involvement, and semantic similarity search powered by OpenSearch + pgvector.
Scientific Intelligence
Track KOL evolution: new publications, trials, affiliation shifts, emerging experts, collaboration clusters, and scientific momentum.
Enterprise Security
GDPR-aligned, HIPAA-aware workflows, ISO-aligned security, role-based access, audit logs, and global compliance support.
Network Visualization
Visualize co-authorship, institutional relationships, referral pathways, and influence networks to uncover hidden opportunities.
From Intelligence to Decisions
Connect Evidence, Competition & Opportunity
Investigate White Spaces
Monitor Differentiation
Support Prioritization
Assess Combinations
Strategic Decisions
Connected Intelligence
"Clinical evidence. Competitive insight. Strategic clarity."
The MASH Intelligence Platform integrates clinical evidence, mechanism intelligence, competitive benchmarking and opportunity assessment. Our AI-powered analytics help pharma and biotech organizations evaluate therapeutic assets and identify differentiation opportunities in an increasingly complex MASH landscape. Move beyond tracking to understanding the strategic implications.
Explore MASH Intelligence Platform →
Platform Features
Key Capabilities For Strategic Decision-Making
Pharmaceutical and biotech teams use MASH Intelligence to navigate asset development, assess competitive positioning, and prioritize opportunities.
Global KOL Database
1 million+ KOLs mapped across major therapeutic areas, institutions, and global markets.
Automated Data Ingestion
APIs + institutional sources for seamless data integration.
AI Cleaned Structured Data
High quality, validated, deduplicated data for reliable insights.
Real Time Updates
Daily/weekly deltas with change logs to stay current.
Deep Analytics
Trends, clusters, networks, influence scoring for strategic decisions.
Custom Dashboards
Tailored views for medical, clinical, and commercial teams.
KOL Planning
Support territory planning, launch readiness, segmentation, and engagement prioritization.
KOL Interactions
Capture, organize, and analyze engagement history, touchpoints, and field insights.
Compliance & Policy Support
Enable governance aligned workflows with auditability, access controls, and policy-aware data handling.
Advanced Analytics
Track trends, segment experts, compare markets, and uncover strategic patterns across the KOL landscape.
Network Visualization
Visualize co-authorship, institutional relationships, referral pathways, and influence networks.
Competitive Intelligence
Monitor competitor-linked experts, shifting affiliations, emerging voices, and whitespace opportunities.
Digital KOL Layer
Incorporate online presence, digital influence, speaking activity, and content footprint into expert evaluation.
Research Hub
Centralize publications, trials, abstracts, congress activity, and scientific outputs in one workspace.
FMV & Compensation
Support fair market value reviews and compensation planning with structured expert profile context.
Configurable Scoring Weights
Customize ranking models using weighted criteria such as publications, trials, influence, geography, and strategic fit.
Case Story
Accelerating Launch with KOL Atlas
Leading pharmaceutical company uses KOL Atlas, using network analysis and AI-powered profiling, they identified 40+ high-impact experts and built targeted engagement strategies that accelerated their launch timeline.
Talk to our team →1M+
Healthcare professionals mapped across major therapeutic areas
70%
Reduction in KOL research and profiling time
Real-time
Daily/weekly profile updates with change tracking
360°
Complete KOL profiles across all data dimensions
Get Started
Ready to transform your KOL intelligence?
Experience how KOL Atlas empowers medical affairs teams with AI-driven insights and unified expert profiles.
Request a DemoFAQ
Frequently Asked Questions
Everything you need to know about KOL Atlas before getting started.
KOL Atlas is an AI-powered KOL intelligence platform designed for pharmaceutical, biotech, and healthcare organizations. The platform helps medical affairs, MSL, clinical operations, and competitive intelligence teams identify healthcare experts, analyze scientific influence, and improve KOL engagement strategies using real-time analytics. As an AI-powered KOL mapping platform for pharma, KOL Atlas supports smarter expert discovery, launch readiness, and healthcare professional analytics across global therapeutic areas.
KOL Atlas uses a dedicated AI engine to automate healthcare expert discovery and semantic KOL search. The platform cleans and structures raw data, extracts insights from publications and clinical trials, summarizes scientific contributions, detects profile changes, and generates semantic embeddings for advanced analytics. Powered by OpenSearch and pgvector, the platform delivers real-time KOL intelligence and lightning-fast scientific expert discovery for pharmaceutical and biotech companies.
KOL Atlas provides unified 360° KOL profiles that combine scientific, clinical, institutional, and digital intelligence in one platform. Profiles include publications and citation impact, clinical trial participation, institutional affiliations, therapeutic area expertise, collaboration networks, digital influence, speaking activities, and scientific trajectory over time. These insights help pharmaceutical companies perform healthcare expert network analytics, evaluate scientific influence, and identify emerging experts more effectively.
Yes. KOL Atlas is built with enterprise-grade security and healthcare-compliant workflows to support global pharmaceutical and biotech organizations. The platform includes GDPR-aligned data handling, HIPAA-aware workflows, ISO-aligned engineering practices, secure cloud infrastructure, role-based access controls, audit logs, and governance support for regional compliance requirements. This enables organizations to use AI-driven medical affairs analytics securely while maintaining trusted healthcare data management practices.
KOL Atlas is used by medical affairs teams, MSLs and field medical teams, clinical operations, competitive intelligence teams, HEOR and RWE teams, medical communications, and commercial strategy teams. Organizations use the platform to improve KOL engagement intelligence, support territory planning, monitor competitor-linked experts, and strengthen launch readiness using advanced healthcare professional analytics and scientific network intelligence.
Getting started with KOL Atlas is simple. Request a personalized demo and our team will provide a tailored walkthrough based on your medical affairs, clinical, or commercial priorities. We'll show you how the platform can improve healthcare expert discovery, accelerate scientific influence tracking, and support data-driven KOL engagement using AI-powered analytics and semantic search capabilities.
