--- source_url: "https://www.tursio.ai/?utm_source=openai" title: Tursio — Enterprise Search for Structured Data mirrored_at: 2026-08-07T01:03:07.127Z host: www.tursio.ai cited_in_42a: true mirror_canonical: "https://index.42a.ai/www.tursio.ai/index__q__utm_source_openai" --- > **Original source:** https://www.tursio.ai/?utm_source=openai Connect your internal data (Symitar, SQL Server, PostgreSQL, Oracle, Fabric, Cassandra, DynamoDB, and more) to humans (Vibe coders, PMs, Support, Leaders, Execs, and more) and agents (Claude, ChatGPT, Copilot, Teams, Excel, and more) in their existing workflows ![Client 0](https://www.tursio.ai/_build/assets/c-1-DCsHjiir.webp) ![Client 1](https://www.tursio.ai/_build/assets/c-2-C-lek5xC.webp) ![Client 2](https://www.tursio.ai/_build/assets/c-3-CNeQck0G.webp) ![Client 3](https://www.tursio.ai/_build/assets/c-4-CG9wr7pJ.webp) ![Client 4](https://www.tursio.ai/_build/assets/c-5-64GME7hU.webp) ![Client 5](https://www.tursio.ai/_build/assets/c-6-B5Co-XTX.webp) ![Client 6](https://www.tursio.ai/_build/assets/c-7-D0K9kQ5v.webp) [image] ![Client 8](https://www.tursio.ai/_build/assets/c-9-oUvlxRYV.svg) ![Client 9](https://www.tursio.ai/_build/assets/c-1-DCsHjiir.webp) ![Client 10](https://www.tursio.ai/_build/assets/c-2-C-lek5xC.webp) ![Client 11](https://www.tursio.ai/_build/assets/c-3-CNeQck0G.webp) ![Client 12](https://www.tursio.ai/_build/assets/c-4-CG9wr7pJ.webp) ![Client 13](https://www.tursio.ai/_build/assets/c-5-64GME7hU.webp) ![Client 14](https://www.tursio.ai/_build/assets/c-6-B5Co-XTX.webp) ![Client 15](https://www.tursio.ai/_build/assets/c-7-D0K9kQ5v.webp) [image] ![Client 17](https://www.tursio.ai/_build/assets/c-9-oUvlxRYV.svg) ![Client 18](https://www.tursio.ai/_build/assets/c-1-DCsHjiir.webp) ![Client 19](https://www.tursio.ai/_build/assets/c-2-C-lek5xC.webp) ![Client 20](https://www.tursio.ai/_build/assets/c-3-CNeQck0G.webp) ![Client 21](https://www.tursio.ai/_build/assets/c-4-CG9wr7pJ.webp) ![Client 22](https://www.tursio.ai/_build/assets/c-5-64GME7hU.webp) ![Client 23](https://www.tursio.ai/_build/assets/c-6-B5Co-XTX.webp) ![Client 24](https://www.tursio.ai/_build/assets/c-7-D0K9kQ5v.webp) [image] ![Client 26](https://www.tursio.ai/_build/assets/c-9-oUvlxRYV.svg) ![Client 27](https://www.tursio.ai/_build/assets/c-1-DCsHjiir.webp) ![Client 28](https://www.tursio.ai/_build/assets/c-2-C-lek5xC.webp) ![Client 29](https://www.tursio.ai/_build/assets/c-3-CNeQck0G.webp) ![Client 30](https://www.tursio.ai/_build/assets/c-4-CG9wr7pJ.webp) ![Client 31](https://www.tursio.ai/_build/assets/c-5-64GME7hU.webp) ![Client 32](https://www.tursio.ai/_build/assets/c-6-B5Co-XTX.webp) ![Client 33](https://www.tursio.ai/_build/assets/c-7-D0K9kQ5v.webp) [image] ![Client 35](https://www.tursio.ai/_build/assets/c-9-oUvlxRYV.svg) ![Client 36](https://www.tursio.ai/_build/assets/c-1-DCsHjiir.webp) ![Client 37](https://www.tursio.ai/_build/assets/c-2-C-lek5xC.webp) ![Client 38](https://www.tursio.ai/_build/assets/c-3-CNeQck0G.webp) ![Client 39](https://www.tursio.ai/_build/assets/c-4-CG9wr7pJ.webp) ![Client 40](https://www.tursio.ai/_build/assets/c-5-64GME7hU.webp) ![Client 41](https://www.tursio.ai/_build/assets/c-6-B5Co-XTX.webp) ![Client 42](https://www.tursio.ai/_build/assets/c-7-D0K9kQ5v.webp) [image] ![Client 44](https://www.tursio.ai/_build/assets/c-9-oUvlxRYV.svg) ![Client 45](https://www.tursio.ai/_build/assets/c-1-DCsHjiir.webp) ![Client 46](https://www.tursio.ai/_build/assets/c-2-C-lek5xC.webp) ![Client 47](https://www.tursio.ai/_build/assets/c-3-CNeQck0G.webp) ![Client 48](https://www.tursio.ai/_build/assets/c-4-CG9wr7pJ.webp) ![Client 49](https://www.tursio.ai/_build/assets/c-5-64GME7hU.webp) ![Client 50](https://www.tursio.ai/_build/assets/c-6-B5Co-XTX.webp) ![Client 51](https://www.tursio.ai/_build/assets/c-7-D0K9kQ5v.webp) [image] ![Client 53](https://www.tursio.ai/_build/assets/c-9-oUvlxRYV.svg) USE CASES ## Who is Tursio built for? People Applications Agents Empower teams to search structured data Tursio enables business users, analysts, and operators to search their databases in natural language, while ensuring accuracy, security, and full control. How Tursio helps people [image] Search across multiple connected databases at once [image] Powered by automatically inferred context graphs [image] Access on-premises structured data without relying on data teams [image] On-premises databases HOW IT WORKS ## Automatically inferred context graphs Tursio generates context graphs for semantic understanding and systematic query planning on your data. ![Install](https://www.tursio.ai/_build/assets/installer-5U4OKW2t.svg)![Train](https://www.tursio.ai/_build/assets/train1-D2rMNVl-.svg)![Tune](https://www.tursio.ai/_build/assets/tune1-CU2o1Bbb.svg)![Personalize](https://www.tursio.ai/_build/assets/personalizer-DeVPlwKV.svg) ## Install Deploy Tursio Docker image on-premises in your private environment. Connect to multiple databases and data warehouses with fine-grained access control. ## Train Tursio generates a context graph automatically. It identifies relationships, and semantics to elevate raw data to LLM-interpretable data repositories. ## Tune Refine the context graph with ambiguity detection, annotation rules, query history feedback, expert user feedback, and other customizations. ## Personalize Adapt search experiences to teams, roles, and applications. Control access, relevance, and outputs to match enterprise workflows and compliance needs. KEY BENEFITS ## Measurable value from enterprise search Lower risk, faster search, stronger decisions. 2-5x ### Cost savings Reduce operational costs by 2–5× with in-database AI and optimized compute usage. ![Empower knowledge workers illustration 1](https://www.tursio.ai/_build/assets/drives-values-section2-img-1-BAv_rzrq.webp)![Empower knowledge workers illustration 2](https://www.tursio.ai/_build/assets/drives-values-section2-img-2-tVcXlheC.webp)[image] ### Empower knowledge workers Empowers knowledge workers with fast, accurate answers—cutting time spent on search and analytics by up to 60%. ![Zero infrastructure hassle](https://www.tursio.ai/_build/assets/drives-values-section3-img-CryEiLEd.svg) ### Zero infrastructure hassle Runs in your existing databases and data warehouses. ![In-Database AI](https://www.tursio.ai/_build/assets/drives-values-section4-img-DABSA5qS.webp) ### In-Database AI AI models that push all computations down to your database, so your data never leaves your secure environment. [image] ### Auto-Tuned Built-in model tuning adapts to your workload automatically, maximizing performance with zero manual ops. ![Industry ready intelligence](https://www.tursio.ai/_build/assets/drives-values-section6-img-DkWsrGVz.svg) ### Industry ready intelligence Pre-trained to detect the relationships, dimensions, measures, ontologies, aspects, PIIs, etc., into a semantic model that constraint the LLMs for better accuracy and simpler prompting. VALUE PROPOSITION ## Enterprise readiness Built-in context graphs model relationships, semantics, and query processing rules for grounding results and eliminating hallucinations. ## Bring search to your workflows See how Tursio helps you work faster, smarter, and more securely. ![cube left](https://www.tursio.ai/_build/assets/cube-background-left2-KX3ZmkQL.svg)![cube right](https://www.tursio.ai/_build/assets/cube-background-right2-8G4tQb8l.svg)