AI-enabled data for business research and sector analysis
Glass.AI applies large-scale language understanding and web-scale data crawling to extract structured intelligence about companies from unstructured web content, including business websites, government portals, news, social media, and more. Our platform supports decision-making by enabling granular discovery, targeted enrichment, and continuous tracking of businesses and markets. We work with Government Departments, Economic Consultancies, Market Research Firms and Corporations to enable:
Discovery Solutions
Use our AI technology to uncover the right organizations — wherever they are.
Sector Research: Our AI finds businesses that meet precise criteria — map industries, emerging sectors, ecosystems, and clusters globally.
Sample Frames: Generate targeted sample groups of companies or individuals that standard databases can’t reach, enhancing the precision of your primary research.
Place Analysis: Support local economic planning with AI-driven profiles of regions, focusing on entire economies or specific sectors.
Economic Benchmarking: Compare economic activity and sector performance across geographies with consistent, data-driven benchmarks.
Technology Adoption: Track technology users through job listings, job roles, case studies, and company communications to understand the adoption of new technologies.
Lead Generation: Build precise prospect lists based on your ideal customer profiles — or create lookalike targets using analysis of existing customers.
Hard-to-Find B2B Datasets: Create unique, high-value company B2B datasets — no matter how specific your research needs are.
Enrichment Solutions
Add depth and context to your data, or from our Discovery process.
Supply Chain Intelligence: Map customer, supplier, and partner relationships through web signals — supporting risk identification and supply chain visibility.
Customer Segmentation: Enhance your CRM data with deeper firmographic and behavioural data for better targeting and account growth strategies.
Productivity Drivers: Understand sector or regional growth through indicators such as innovation, networks, certifications, and access to skills.
Employee Breakdowns: Analyse the internal structure of businesses by role types, which are useful for sample frame targeting or understanding product usage potential.
Skills Mapping: Track job postings and employee skills to understand talent dynamics and skills gaps across regions, sectors, or ecosystems.
Import and Export Analysis: Reveal trade activity of goods and services globally, using web signals to fill the gaps left by official datasets.
Business Model Analysis: Uncover how modern businesses operate — from product-as-a-service models to factoryless manufacturing — and segment accordingly.
Tracking Solutions
Monitor changes in real time - from individual companies to entire sectors and markets.
Data Platform Feeds: We deliver enriched company data directly to information services providers, powering external platforms with fresh, high-value insights.
Growth and Custom Signals: Track companies for innovation activity, expansion plans, product launches, investment rounds, and more, with automated alerts.
Inward Investment: Monitor foreign direct investment flows and extract key data on destination, purpose, and investment scope.
Horizon Scanning: Stay ahead of emerging technologies and industry trends by reading news and reports, feeding strategy, innovation, and policymaking.
Impact Evaluation: Measure the effects of policy interventions by comparing outcomes before and after, or against control groups.
Competitor and Market Monitoring: Track hiring trends, acquisitions, expansions, tech adoption and more — for individual competitors or entire markets.
Regulatory Monitoring: Keep tabs on policy shifts that affect your sector, with live tracking of government and industry sources.