Espalier Platform
Our custom-built Gen AI platform transforms data into intuitive analytics, deepening your strategic insight.


Our custom-built Gen AI platform transforms data into intuitive analytics, deepening your strategic insight.

Content Extraction
Building decision-context specific large input corpus
Content Search & Discovery
Provides the most relevant decision-making insights after an automated search across diverse sources, including
- Global News: Scans 100,000+ sources daily across languages and geographies
- Company Newsrooms: Aggregates and customizes content from corporate sources
- Web & Media Search: Automates searches on Google, DuckDuckGo, Maps, and multimedia for enriched context
Multimodal Content Integration
Seamlessly ingests and extracts raw text from various formats, including:
- News articles, websites, documents, scanned PDFs (multi-language OCR), images, and videos
- Enables holistic insights across text, visual, and multimedia sources
Content Pre-Processing & Storage:
Transforms raw content into optimized, AI-ready datasets through:
- Sanitization: Standardizes content for accuracy
- Classification: Categorizes by themes, industries, or relevance
- Metadata Management: Adds detailed metadata for richer context
- Indexing: Ensures efficient search and retrieval
- LLM Optimization: Structures data for compatibility with LLM, boosting AI performance

Intelligence Extraction
Extracting facts, concepts & signals from content using LLM
Fact Extraction
Uses Retrieval Augmented Generation (RAG) for precise fact extraction
- Fine-tuned models extract key details (e.g., name, employees, revenue, executives, investors, locations, permits) from multimodal content
- Supports domain-specific customization and training for targeted use cases
Concept Extraction
Seamlessly ingests and extracts raw text from various formats, including:
- dentifies and extracts detailed product and service offerings across industries and languages
- Maps companies to standard (e.g., NAICS) or custom taxonomies, enabling auto-generated business overviews and industry market maps
Signal Extraction
Detects critical signals and alerts for deeper analysis in:
- Companies: 350+ signals on growth, risks, funding, product launches, partnerships, etc
- Locations: 250+ signals on economy, health, governance, disasters, and more
- Commodities: 25+ signals on price trends, demand-supply, and production metrics.
- Delivers real-time, actionable insights tailored to entities and markets

Decision Analytics & Insights
Suited to your requirements, selectively deploy from a variety of analytics methods
Connected Insights
Uses graph analytics and knowledge graphs to identify strategic gaps, M&A targets, and interconnected insights
Search-Based Insights:
Employs semantic search and similarity analysis via Elastic search to find comparable companies or entities at scale
Generative Insights
Leverages generative AI and embedding stores for novel insights and advanced decision-making
Predictive Insights:
Applies machine learning models to indexed data and knowledge graphs for predictive analytics (e.g., funding or acquisition likelihood)
Image-Based Insights:
Conducts image analytics to extract visual data insights from image corpora
Framework & Tools:
Taxonomies & SKOS
Industry taxonomies and knowledge graphs form the foundation of decision-making, supporting company and market analysis for strategy and M&A
Efficient Retrieval
Elastic search ensures highly searchable, indexed content for seamless access
Adaptable Analytics
Offers customizable tools replicating complex decision logic for varied use cases
