What Factagora does
AI is advancing at an incredible pace, but the ‘Hallucination’ problem persists. It’s difficult to verify whether AI-generated information is accurate, and once misinformation spreads, it’s hard to undo. News, social media, AI chatbots, how can we ensure the reliability of the information we encounter? Factagora is a verifiable knowledge layer for AI. It turns unstructured text into structured, time-stamped, source-linked facts connected in a Temporal Knowledge Graph, so your AI can answer not just what is true, but when it was true and why it happened. Keep your LLM, your vector database, and your RAG pipeline. Factagora is the grounding and verification layer you add on top, not a replacement for what you already run. Embeddings find what’s similar; Factagora verifies what’s true right now and why.Answers that are current
Point-in-time facts mean your AI sees what was true at the moment that matters, with no stale data and no hindsight bias.
Answers with a reason
Causal links explain why something happened, not just that it did, so AI can reason, not just retrieve.
Answers you can trace
Every fact carries its source and a confidence score, so each answer is backed by evidence you can follow.
Answers you can audit
A verifiable, traceable trail for the work that can’t be wrong: finance, legal, healthcare, and compliance.
Core Components
FactBlock is the smallest unit of trusted knowledge. It extracts key facts from unstructured text and structures them with metadata and sources. TKG (Temporal Knowledge Graph) stores each fact as a time-stamped, causally linked proposition. It tracks not just what is true, but when it was true and why it happened, returning only the facts valid at the moment you ask, and linking causes to their effects. This is what lets Factagora answer “when” and “why” questions accurately, without later information leaking into earlier answers. DeepVerify is Factagora’s Chrome extension. It pulls the checkable claims out of the page you’re reading and verifies each one against trusted sources, right there in the tab. DeepStamp embeds an invisible, cryptographic watermark into your content based on its causal structure, entities, timelines, and argument chains. When that content reappears (even rewritten or paraphrased), DeepStamp detects the original source with high confidence and produces an auditable evidence trail. Factagora API is an AI trust infrastructure that reduces hallucinations by structuring information as Factblocks, each linked to a confidence score, source, and temporal context, powered by the Temporal Knowledge Graph (TKG).Where to go
DeepVerify
Chrome extension that fact-checks any page, video, or live audio as you browse. No code involved.
Factagora API
Source-backed retrieval, fact-checking, and evidence for your own stack.
DeepStamp
Invisible, structure-based watermarking that survives rewriting and paraphrasing.
ChatGPT / Claude
Connect Factagora to an AI agent.