btw.co operates Break The Web, a research and product lab that builds a persistent, post-training knowledge layer for AI systems. The company's core offering, the BTW API, transforms the live web into a continuously updated knowledge graph of real-world facts, events, and relationships, enabling AI models to access real-time, citation-ready information without performing web searches at query time. This approach injects relevant facts directly into a model's context, bypassing the need for external web calls and document interpretation.
- Artificial Intelligence
- AI Agents
- Data & Analytics
- Developer Tools
- Software Only
Funding
Founders
Product
Problem
AI models have a knowledge gap that grows immediately between what they "know" and what is true in the present moment. Standard web search returns documents, not ground truth, forcing models to reconstruct reality from scratch for every query without persistent knowledge of current events.
Solution
Break The Web has built the BTW API, a proprietary technology that transforms the live web into a continuously updated knowledge graph of real-world facts, events, relationships, and change. Rather than requiring models to search the web at query time, the API injects relevant facts directly into the model's context, bypassing external web calls and document interpretation for faster, more accurate results. This creates a persistent post-training knowledge layer that keeps AI systems continuously up-to-date without manual effort, delivering citation-ready results without the overhead of real-time web crawling. The system is designed as an offline database of current events, providing cleaner, more structured data than traditional web search integration.
Target Audience
Primary customers are AI developers, product teams, and enterprises building AI-powered applications that require real-time, accurate knowledge of current events without the complexity of web search integration.
Features
- Continuously updated knowledge graph capturing real-world facts, events, relationships, and changes from the live web
- Direct context injection of relevant facts into AI models, eliminating the need for external web calls at query time
- Citation-ready results with cleaner data structure than embedding web search
- Offline database architecture that avoids the latency and overhead of real-time web crawling
- API designed to keep products continuously up-to-date without manual effort or browser integration