{"schemaVersion":1,"profileUrl":"https://nowen.ai/agents/graphlit-com","markdownUrl":"https://nowen.ai/agents/graphlit-com.md","jsonUrl":"https://nowen.ai/agents/graphlit-com.json","name":"Unstruk Data, Inc.","nickname":"Unstruk Data","website":"https://www.graphlit.com","industry":"Knowledge Management","status":{"trust":"unclaimed","text":"Unclaimed: compiled by Nowen from public sources, not reviewed by the company"},"updatedAt":"2026-09-06T23:26:31.173Z","summary":"Unstruk Data, Inc. provides an API-first platform for enterprise knowledge graphs and AI-enabled workflows.","description":"Unstruk Data, Inc. is a technology company that builds platforms for enterprise knowledge management and AI-enabled workflows. The organization focuses on connecting diverse data sources—across documents, emails, calendars, CRM and collaboration tools—into a unified knowledge graph and memory. Its flagship platform enables ingestion, extraction, enrichment, and retrieval of operational content, empowering teams to build grounded, context-aware AI agents and applications that improve decision-making, collaboration, and productivity.","mission":"To help organizations unlock trusted, searchable context from fragmented data and enable AI-driven agents to reason over it to automate knowledge work.","directory":{"industryName":"Knowledge Management","agentCount":22,"indexable":true,"hubUrl":"https://nowen.ai/industry/knowledge-management"},"aiReaderFamilies":["Anthropic","Amazon"],"products":[{"name":"Graphlit Platform","type":"Platform","url":"https://www.graphlit.com/","summary":"Transform diverse content into actionable insights with the Graphlit Platform for AI solutions.","description":"Graphlit Platform is an API‑first knowledge management and AI workflow platform. It ingests content from more than 30 data sources, extracts structured data, enriches it with summaries, and retrieves grounded context to power AI agents and applications. Built around a persistent knowledge graph and memory, it connects documents, emails, calendars, CRM and collaboration tools, and delivers grounded, citeable results across connected tools. With a managed RAG pipeline, semantic search, and scalable production features, Graphlit supports building, deploying, and governing context‑aware AI solutions in enterprise environments.","pricing":{},"features":[{"name":"Content ingestion from 30+ sources","value":"Unify Context Across Sources","valueDescription":"Ingest data seamlessly from multiple sources like PDFs, web pages, and databases to create a comprehensive view of your information."},{"name":"Knowledge graph and memory","value":"Persistent Memory Management","valueDescription":"Create a connected knowledge graph that retains context, enabling effective retrieval and insights across projects."},{"name":"Streaming RAG with citations","value":"Real-Time Preview and Citation","valueDescription":"Generate responses based on real-time data retrieval, improving the relevance and accuracy of the information presented."},{"name":"Entity extraction across content","value":"Automatically Extract Entities","valueDescription":"Enhance insights by automatically identifying key entities within your documents, facilitating better decision-making."},{"name":"Semantic search options","value":"Advanced Search Capabilities","valueDescription":"Utilize semantic search to enhance content accessibility, allowing users to find relevant information quickly."},{"name":"RAG-ready PDF and document ingestion","value":"Streamlined Document Handling","valueDescription":"Transform PDFs and other document types into searchable formats, ready for intelligent retrieval in applications."},{"name":"Multi-tenant production architecture","value":"Scalable Enterprise Deployment","valueDescription":"Deploy and manage applications in a multi-tenant architecture, ensuring security and efficient resource management."},{"name":"Three-stage workflow processing","value":"Structured Content Transformation","valueDescription":"Facilitate a streamlined workflow that elevates raw content into actionable insights through systematic processing."},{"name":"Web crawling and web-to-markdown conversion","value":"Enhanced Content Accessibility","valueDescription":"Utilize advanced web crawling techniques to enhance the quality and usability of extracted data."}]}],"audiences":[],"segments":[{"name":"Enterprise knowledge management","description":"Capabilities to author, maintain, analyze, and ground knowledge used by AI and service workflows, including gap analysis, content recommendations, and article‑level performance insights.","size":23.2,"cagr":15,"color":1,"productNames":["Graphlit Platform"],"methodology":"Estimates derive from industry reports in the search results for the knowledge-management / enterprise KM software market. Fortune Business Insights reports a market value of USD 23.2B in 2025 (CAGR 13.8%). MarketResearchFuture gives a smaller 2025 base (USD 14.56B) and a higher software-focused CAGR (16.92%). A LinkedIn summary of an enterprise‑KM report indicates a lower 10.3% CAGR for enterprise knowledge management specifically. A much larger BusinessResearchInsights figure (USD 931.26B, CAGR 18.12%) appears to use a much broader KM definition. For the user’s enterprise knowledge management segment (authoring, maintenance, analytics, grounding for AI/workflows), I adopt the software‑market focused 2025 base (Fortune) and a midpoint growth potential (~15% CAGR) between the cited software estimates (≈10–17%), adjusting downward from the very large broad-market figure.","citations":[{"url":"https://www.fortunebusinessinsights.com/knowledge-management-software-market-110376","text":"Global market size 2025: USD 23.2 billion; CAGR (2025–2034): 13.8%."},{"url":"https://www.marketresearchfuture.com/reports/knowledge-management-software-market-4193","text":"Market reached an estimated USD 14.56 billion in 2025; projected to USD 70.01 billion by 2035, CAGR 16.92%."},{"url":"https://www.linkedin.com/pulse/revenue-growth-forecast-enterprise-knowledge-nrixf","text":"Projected CAGR of 10.3% from 2026 to 2033 for Enterprise Knowledge Management System market."},{"url":"https://www.businessresearchinsights.com/market-reports/knowledge-management-market-109155","text":"Knowledge Management Market valued at USD 931.26 Billion in 2026; projected to USD 4,168.52 Billion by 2035 at CAGR 18.12%."}]},{"name":"Retrieval-augmented generation platforms","description":"Capabilities that integrate enterprise data retrieval with large language models to provide contextually accurate, up-to-date responses using RAG, vector storage, and secure enterprise data connectors.","size":1.85,"cagr":49.12,"color":2,"productNames":["Graphlit Platform"],"methodology":"Primary estimate uses Precedence Research’s explicit 2025 market size and forecast (USD 1.85B in 2025; CAGR 49.12% 2025–2034). This is corroborated by AtScale’s citation of a Grand View Research estimate (~USD 1.043B in 2023) and a similar high-growth projection (44.7% to 2030), indicating strong consensus on rapid multi-year CAGR.","citations":[{"url":"https://www.precedenceresearch.com/retrieval-augmented-generation-market","text":"The global retrieval augmented generation market size is accounted at USD 1.85 billion in 2025 ... expanding at a CAGR of 49.12% from 2025 to 2034."},{"url":"https://www.atscale.com/glossary/retrieval-augmented-generation-rag/","text":"global RAG market size (estimated at $ 1,042.7 million in 2023) is projected to grow 44.7% from 2024 to 2030."}]},{"name":"Enterprise cognitive search","description":"AI‑powered search and retrieval capabilities that surface contextual, personalized, and RAG‑enabled answers across multiple enterprise systems and content sources.","size":2.87,"cagr":16.19,"color":3,"productNames":["Graphlit Platform"],"methodology":"SNSInsider directly reports the AI‑powered cognitive search market at USD 2.87B in 2024 with a 16.19% CAGR to 2032. Broader AI search and enterprise search reports (FMI, MRFR) show larger adjacent markets (USD 18.5B AI search; USD 5B enterprise search in 2024), which support treating cognitive/AI‑powered enterprise search as a smaller, high‑growth segment within the larger AI search ecosystem.","citations":[{"url":"https://www.snsinsider.com/reports/ai-powered-cognitive-search-market-7461","text":"market size was valued at USD 2.87 billion in 2024 and is expected to reach USD 9.52 billion by 2032, CAGR 16.19%."},{"url":"https://www.futuremarketinsights.com/reports/ai-search-engine-market","text":"The AI search engine market was valued at USD 18.5 billion in 2025."},{"url":"https://www.marketresearchfuture.com/reports/enterprise-search-market-26448","text":"The Enterprise Search Market Size was estimated at 4.999 USD Billion in 2024."}]},{"name":"Content ingestion and connector orchestration","description":"Connectors, web crawling, and ETL workflows that consolidate content from SaaS apps, email, calendars, web, and documents into structured, RAG-ready formats for downstream AI use.","size":2.22,"cagr":22.16,"color":4,"productNames":["Graphlit Platform"],"methodology":"Estimate based on the AI orchestration platform market (Precedence Research) which reports a USD 11.1 billion market in 2025 and a 22.16% CAGR (2026–2035). Content ingestion and connector orchestration is treated as a subsegment (connectors, crawling, ETL within AI/data orchestration); assuming a reasonable share of ~20% of the overall AI orchestration market yields ~USD 2.22 billion in 2025. Growth potential aligned with the broader AI orchestration CAGR (22.16%), given rising demand for data/connector tooling for RAG and enterprise AI pipelines.","citations":[{"url":"https://www.precedenceresearch.com/ai-orchestration-platform-market","text":"The global AI orchestration platform market size was calculated at USD 11.1 billion in 2025"},{"url":"https://www.precedenceresearch.com/ai-orchestration-platform-market","text":"CAGR, 2026 - 2035 22.16%"}]}],"faq":[],"comparisons":[],"sources":[{"url":"https://www.graphlit.com","text":"Unstruk Data, Inc."},{"url":"https://www.graphlit.com/","text":"Graphlit Platform"},{"url":"https://www.fortunebusinessinsights.com/knowledge-management-software-market-110376","text":"Global market size 2025: USD 23.2 billion; CAGR (2025–2034): 13.8%."},{"url":"https://www.marketresearchfuture.com/reports/knowledge-management-software-market-4193","text":"Market reached an estimated USD 14.56 billion in 2025; projected to USD 70.01 billion by 2035, CAGR 16.92%."},{"url":"https://www.linkedin.com/pulse/revenue-growth-forecast-enterprise-knowledge-nrixf","text":"Projected CAGR of 10.3% from 2026 to 2033 for Enterprise Knowledge Management System market."},{"url":"https://www.businessresearchinsights.com/market-reports/knowledge-management-market-109155","text":"Knowledge Management Market valued at USD 931.26 Billion in 2026; projected to USD 4,168.52 Billion by 2035 at CAGR 18.12%."},{"url":"https://www.precedenceresearch.com/retrieval-augmented-generation-market","text":"The global retrieval augmented generation market size is accounted at USD 1.85 billion in 2025 ... expanding at a CAGR of 49.12% from 2025 to 2034."},{"url":"https://www.atscale.com/glossary/retrieval-augmented-generation-rag/","text":"global RAG market size (estimated at $ 1,042.7 million in 2023) is projected to grow 44.7% from 2024 to 2030."},{"url":"https://www.snsinsider.com/reports/ai-powered-cognitive-search-market-7461","text":"market size was valued at USD 2.87 billion in 2024 and is expected to reach USD 9.52 billion by 2032, CAGR 16.19%."},{"url":"https://www.futuremarketinsights.com/reports/ai-search-engine-market","text":"The AI search engine market was valued at USD 18.5 billion in 2025."},{"url":"https://www.marketresearchfuture.com/reports/enterprise-search-market-26448","text":"The Enterprise Search Market Size was estimated at 4.999 USD Billion in 2024."},{"url":"https://www.precedenceresearch.com/ai-orchestration-platform-market","text":"The global AI orchestration platform market size was calculated at USD 11.1 billion in 2025"}]}