{"product_id":"mindsdb-usa-build-ai-agents-directly-on-your-enterprise-data","title":"MindsDB, USA — Build AI Agents Directly on Your Enterprise Data","description":"\u003ch2 data-start=\"208\" data-end=\"224\"\u003e\u003cspan style=\"color: rgb(0, 0, 0);\"\u003e\u003cstrong data-start=\"211\" data-end=\"222\"\u003eMission\u003c\/strong\u003e\u003c\/span\u003e\u003c\/h2\u003e\n\u003cp data-start=\"225\" data-end=\"471\"\u003e\u003cspan style=\"color: rgb(0, 0, 0);\"\u003eDemocratize access to powerful AI and machine learning by enabling developers, data teams, and enterprises to build custom AI solutions directly on top of their existing data — without requiring specialized ML expertise or complex data pipelines.\u003c\/span\u003e\u003c\/p\u003e\n\u003chr data-start=\"473\" data-end=\"476\"\u003e\n\u003ch2 data-start=\"478\" data-end=\"494\"\u003e\u003cspan style=\"color: rgb(0, 0, 0);\"\u003e\u003cstrong data-start=\"481\" data-end=\"492\"\u003eContext\u003c\/strong\u003e\u003c\/span\u003e\u003c\/h2\u003e\n\u003cp data-start=\"495\" data-end=\"1017\"\u003e\u003cspan style=\"color: rgb(0, 0, 0);\"\u003eModern enterprises struggle with fragmented data stored across multiple systems (databases, SaaS apps, files, etc.). Traditional analytics and machine learning often require extracting, transforming, and moving data into centralized systems — a slow, costly process that creates data sprawl and technical debt. MindsDB solves this by bringing the intelligence \u003cstrong data-start=\"855\" data-end=\"870\"\u003eto the data\u003c\/strong\u003e rather than moving the data itself, enabling real-time AI insights without heavy engineering or duplication. \u003cspan class=\"\" data-state=\"closed\"\u003e\u003c\/span\u003e\u003c\/span\u003e\u003c\/p\u003e\n\u003cp data-start=\"1019\" data-end=\"1328\"\u003e\u003cspan style=\"color: rgb(0, 0, 0);\"\u003eFounded in 2017 as an open-source project, MindsDB has since evolved into a leading AI analytics and federated data platform, empowering developers and organizations to ask natural language or SQL questions of their data and receive timely, transparent AI-driven answers. \u003cspan class=\"\" data-state=\"closed\"\u003e\u003c\/span\u003e\u003c\/span\u003e\u003c\/p\u003e\n\u003chr data-start=\"1330\" data-end=\"1333\"\u003e\n\u003ch2 data-start=\"1335\" data-end=\"1366\"\u003e\u003cspan style=\"color: rgb(0, 0, 0);\"\u003e\u003cstrong data-start=\"1338\" data-end=\"1366\"\u003eAIAsset\u003c\/strong\u003e\u003c\/span\u003e\u003c\/h2\u003e\n\u003ch3 data-start=\"1368\" data-end=\"1421\"\u003e\u003cspan style=\"color: rgb(0, 0, 0);\"\u003e\u003cstrong data-start=\"1372\" data-end=\"1419\"\u003eMindsDB Platform — Federated AI Data Engine\u003c\/strong\u003e\u003c\/span\u003e\u003c\/h3\u003e\n\u003cp data-start=\"1422\" data-end=\"1504\"\u003e\u003cspan style=\"color: rgb(0, 0, 0);\"\u003eThe flagship MindsDB platform connects with hundreds of data sources and provides:\u003c\/span\u003e\u003c\/p\u003e\n\u003cul data-start=\"1506\" data-end=\"2176\"\u003e\n\u003cli data-start=\"1506\" data-end=\"1681\" style=\"color: rgb(0, 0, 0);\"\u003e\n\u003cp data-start=\"1508\" data-end=\"1681\"\u003e\u003cspan style=\"color: rgb(0, 0, 0);\"\u003e\u003cstrong data-start=\"1508\" data-end=\"1534\"\u003eFederated Query Engine\u003c\/strong\u003e — Executes SQL or AI-driven queries across disparate databases and applications without centralizing data. \u003cspan class=\"\" data-state=\"closed\"\u003e\u003c\/span\u003e\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli data-start=\"1682\" data-end=\"1835\" style=\"color: rgb(0, 0, 0);\"\u003e\n\u003cp data-start=\"1684\" data-end=\"1835\"\u003e\u003cspan style=\"color: rgb(0, 0, 0);\"\u003e\u003cstrong data-start=\"1684\" data-end=\"1703\"\u003eKnowledge Bases\u003c\/strong\u003e — Unify structured and unstructured data for semantic understanding and RAG-style insights. \u003cspan class=\"\" data-state=\"closed\"\u003e\u003c\/span\u003e\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli data-start=\"1836\" data-end=\"1997\" style=\"color: rgb(0, 0, 0);\"\u003e\n\u003cp data-start=\"1838\" data-end=\"1997\"\u003e\u003cspan style=\"color: rgb(0, 0, 0);\"\u003e\u003cstrong data-start=\"1838\" data-end=\"1868\"\u003eNatural Language Interface\u003c\/strong\u003e — Ask questions in plain English and get AI-generated insights with traceable reasoning. \u003cspan class=\"\" data-state=\"closed\"\u003e\u003c\/span\u003e\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli data-start=\"1998\" data-end=\"2176\" style=\"color: rgb(0, 0, 0);\"\u003e\n\u003cp data-start=\"2000\" data-end=\"2176\"\u003e\u003cspan style=\"color: rgb(0, 0, 0);\"\u003e\u003cstrong data-start=\"2000\" data-end=\"2018\"\u003eAI Data Agents\u003c\/strong\u003e — Use built-in or connected LLMs to interpret user intent, translate it into queries, and return context-aware results. \u003cspan class=\"\" data-state=\"closed\"\u003e\u003c\/span\u003e\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp data-start=\"2178\" data-end=\"2345\"\u003e\u003cspan style=\"color: rgb(0, 0, 0);\"\u003eThese capabilities drive real-time analytics, AI-augmented decision-making, and intelligent applications without requiring data engineers to build heavy ETL pipelines.\u003c\/span\u003e\u003c\/p\u003e\n\u003chr data-start=\"2347\" data-end=\"2350\"\u003e\n\u003ch2 data-start=\"2352\" data-end=\"2364\"\u003e\u003cspan style=\"color: rgb(0, 0, 0);\"\u003e\u003cstrong data-start=\"2355\" data-end=\"2364\"\u003eProof\u003c\/strong\u003e\u003c\/span\u003e\u003c\/h2\u003e\n\u003cp data-start=\"2366\" data-end=\"2545\"\u003e\u003cspan style=\"color: rgb(0, 0, 0);\"\u003e\u003cstrong data-start=\"2366\" data-end=\"2378\"\u003eFounded:\u003c\/strong\u003e 2017, Berkeley, California, USA. \u003cspan class=\"\" data-state=\"closed\"\u003e\u003c\/span\u003e\u003c\/span\u003e\u003cbr data-start=\"2449\" data-end=\"2452\"\u003e\u003cspan style=\"color: rgb(0, 0, 0);\"\u003e\u003cstrong data-start=\"2452\" data-end=\"2465\"\u003eFounders:\u003c\/strong\u003e Jorge Torres (CEO) \u0026amp; Adam Carrigan (COO). \u003cspan class=\"\" data-state=\"closed\"\u003e\u003c\/span\u003e\u003c\/span\u003e\u003c\/p\u003e\n\u003cp data-start=\"2547\" data-end=\"2743\"\u003e\u003cspan style=\"color: rgb(0, 0, 0);\"\u003e\u003cstrong data-start=\"2547\" data-end=\"2574\"\u003eOpen Source Leadership:\u003c\/strong\u003e\u003c\/span\u003e\u003cbr data-start=\"2574\" data-end=\"2577\"\u003e\u003cspan style=\"color: rgb(0, 0, 0);\"\u003eMindsDB began as a public open-source project and remains one of the most widely adopted open-source AI data platforms globally. \u003cspan class=\"\" data-state=\"closed\"\u003e\u003c\/span\u003e\u003c\/span\u003e\u003c\/p\u003e\n\u003cp data-start=\"2745\" data-end=\"2967\"\u003e\u003cspan style=\"color: rgb(0, 0, 0);\"\u003e\u003cstrong data-start=\"2745\" data-end=\"2767\"\u003eFunding \u0026amp; Backers:\u003c\/strong\u003e\u003c\/span\u003e\u003cbr data-start=\"2767\" data-end=\"2770\"\u003e\u003cspan style=\"color: rgb(0, 0, 0);\"\u003eBacked by top investors including Benchmark, Mayfield, Y Combinator, and NVIDIA’s NVentures, with more than $50M in funding to grow the platform and ecosystem. \u003cspan class=\"\" data-state=\"closed\"\u003e\u003c\/span\u003e\u003c\/span\u003e\u003c\/p\u003e\n\u003cp data-start=\"2969\" data-end=\"3178\"\u003e\u003cspan style=\"color: rgb(0, 0, 0);\"\u003e\u003cstrong data-start=\"2969\" data-end=\"2994\"\u003eIndustry Recognition:\u003c\/strong\u003e\u003c\/span\u003e\u003cbr data-start=\"2994\" data-end=\"2997\"\u003e\u003cspan style=\"color: rgb(0, 0, 0);\"\u003eNamed to Fast Company’s \u003cstrong data-start=\"3021\" data-end=\"3058\"\u003eWorld’s Most Innovative Companies\u003c\/strong\u003e list in 2024, demonstrating its impact and innovation in AI and data analytics. \u003cspan class=\"\" data-state=\"closed\"\u003e\u003c\/span\u003e\u003c\/span\u003e\u003c\/p\u003e\n\u003cp data-start=\"3180\" data-end=\"3450\"\u003e\u003cspan style=\"color: rgb(0, 0, 0);\"\u003e\u003cstrong data-start=\"3180\" data-end=\"3199\"\u003eBroad Adoption:\u003c\/strong\u003e\u003c\/span\u003e\u003cbr data-start=\"3199\" data-end=\"3202\"\u003e\u003cspan style=\"color: rgb(0, 0, 0);\"\u003eTrusted by tens of thousands of developers and data teams worldwide, with \u003cstrong data-start=\"3276\" data-end=\"3297\"\u003e400K+ deployments\u003c\/strong\u003e, \u003cstrong data-start=\"3299\" data-end=\"3330\"\u003e200+ data sources supported\u003c\/strong\u003e, and over \u003cstrong data-start=\"3341\" data-end=\"3361\"\u003e38K GitHub stars\u003c\/strong\u003e — showing strong community and enterprise usage. \u003cspan class=\"\" data-state=\"closed\"\u003e\u003c\/span\u003e\u003c\/span\u003e\u003c\/p\u003e\n\u003chr data-start=\"3452\" data-end=\"3455\"\u003e\n\u003ch2 data-start=\"3457\" data-end=\"3492\"\u003e\u003cspan style=\"color: rgb(0, 0, 0);\"\u003e\u003cstrong data-start=\"3460\" data-end=\"3492\"\u003eOutcomes \u0026amp; Value Proposition\u003c\/strong\u003e\u003c\/span\u003e\u003c\/h2\u003e\n\u003cp data-start=\"3494\" data-end=\"3716\"\u003e\u003cspan style=\"color: rgb(0, 0, 0);\"\u003e\u003cstrong data-start=\"3494\" data-end=\"3524\"\u003eAI for Real-Time Insights:\u003c\/strong\u003e\u003c\/span\u003e\u003cbr data-start=\"3524\" data-end=\"3527\"\u003e\u003cspan style=\"color: rgb(0, 0, 0);\"\u003eMindsDB enables teams to generate analytics and answers from data at the pace of business, without waiting for traditional BI or data science cycles. \u003cspan class=\"\" data-state=\"closed\"\u003e\u003c\/span\u003e\u003c\/span\u003e\u003c\/p\u003e\n\u003cp data-start=\"3718\" data-end=\"3916\"\u003e\u003cspan style=\"color: rgb(0, 0, 0);\"\u003e\u003cstrong data-start=\"3718\" data-end=\"3749\"\u003eReduced Engineering Burden:\u003c\/strong\u003e\u003c\/span\u003e\u003cbr data-start=\"3749\" data-end=\"3752\"\u003e\u003cspan style=\"color: rgb(0, 0, 0);\"\u003eBy eliminating the need for ETL and heavy data movement, MindsDB accelerates AI projects and reduces operational complexity. \u003cspan class=\"\" data-state=\"closed\"\u003e\u003c\/span\u003e\u003c\/span\u003e\u003c\/p\u003e\n\u003cp data-start=\"3918\" data-end=\"4120\"\u003e\u003cspan style=\"color: rgb(0, 0, 0);\"\u003e\u003cstrong data-start=\"3918\" data-end=\"3943\"\u003eFlexible Integration:\u003c\/strong\u003e\u003c\/span\u003e\u003cbr data-start=\"3943\" data-end=\"3946\"\u003e\u003cspan style=\"color: rgb(0, 0, 0);\"\u003eSupports over 200 connectors to databases, warehouses, SaaS apps, and more — making it useful across industries and data environments. \u003cspan class=\"\" data-state=\"closed\"\u003e\u003c\/span\u003e\u003c\/span\u003e\u003c\/p\u003e\n\u003cp data-start=\"4122\" data-end=\"4326\"\u003e\u003cspan style=\"color: rgb(0, 0, 0);\"\u003e\u003cstrong data-start=\"4122\" data-end=\"4151\"\u003eTransparent AI Responses:\u003c\/strong\u003e\u003c\/span\u003e\u003cbr data-start=\"4151\" data-end=\"4154\"\u003e\u003cspan style=\"color: rgb(0, 0, 0);\"\u003eMindsDB emphasizes explainability and traceability in AI-driven insights, giving organizations confidence in results and compliance. \u003cspan class=\"\" data-state=\"closed\"\u003e\u003c\/span\u003e\u003c\/span\u003e\u003c\/p\u003e\n\u003chr data-start=\"4328\" data-end=\"4331\"\u003e\n\u003ch2 data-start=\"4333\" data-end=\"4349\"\u003e\u003cspan style=\"color: rgb(0, 0, 0);\"\u003e\u003cstrong data-start=\"4336\" data-end=\"4347\"\u003eWebsite\u003c\/strong\u003e\u003c\/span\u003e\u003c\/h2\u003e\n\u003cp data-start=\"4350\" data-end=\"4413\"\u003e\u003cspan style=\"color: rgb(0, 0, 0);\"\u003e🌐 \u003ca data-start=\"4353\" data-end=\"4373\" rel=\"noopener\" class=\"decorated-link\" href=\"https:\/\/mindsdb.com\/?utm_source=chatgpt.com\" style=\"color: rgb(0, 0, 0);\"\u003ehttps:\/\/mindsdb.com\/\u003cspan aria-hidden=\"true\" class=\"ms-0.5 inline-block align-middle leading-none\"\u003e\u003csvg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20\" height=\"20\" aria-hidden=\"true\" data-rtl-flip=\"\" class=\"block h-[0.75em] w-[0.75em] stroke-current stroke-[0.75]\"\u003e\u003cuse fill=\"currentColor\" href=\"\/cdn\/assets\/sprites-core-k5zux585.svg#304883\"\u003e\u003c\/use\u003e\u003c\/svg\u003e\u003c\/span\u003e\u003c\/a\u003e \u003cspan class=\"\" data-state=\"closed\"\u003e\u003c\/span\u003e\u003c\/span\u003e\u003c\/p\u003e\n\u003chr data-start=\"4415\" data-end=\"4418\"\u003e\n\u003ch2 data-start=\"4420\" data-end=\"4443\"\u003e\u003cspan style=\"color: rgb(0, 0, 0);\"\u003e\u003cstrong data-start=\"4423\" data-end=\"4443\"\u003eReference Videos\u003c\/strong\u003e\u003c\/span\u003e\u003c\/h2\u003e\n\u003cp data-start=\"4445\" data-end=\"4682\"\u003e\u003cspan style=\"color: rgb(0, 0, 0);\"\u003e1️⃣ \u003cstrong data-start=\"4449\" data-end=\"4502\"\u003eThe Fastest Way to Build AI Agents With Your Data\u003c\/strong\u003e\u003c\/span\u003e\u003cbr data-start=\"4502\" data-end=\"4505\"\u003e\u003cspan style=\"color: rgb(0, 0, 0);\"\u003eExplains how to use MindsDB to quickly create AI agents that interact with enterprise data.\u003c\/span\u003e\u003cbr data-start=\"4596\" data-end=\"4599\"\u003e\u003cspan style=\"color: rgb(0, 0, 0);\"\u003e\u003ca data-start=\"4599\" data-end=\"4642\" rel=\"noopener\" class=\"decorated-link\" href=\"https:\/\/www.youtube.com\/watch?v=MX3OKpnsoLM\u0026amp;utm_source=chatgpt.com\" style=\"color: rgb(0, 0, 0);\"\u003ehttps:\/\/www.youtube.com\/watch?v=MX3OKpnsoLM\u003cspan aria-hidden=\"true\" class=\"ms-0.5 inline-block align-middle leading-none\"\u003e\u003csvg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20\" height=\"20\" aria-hidden=\"true\" data-rtl-flip=\"\" class=\"block h-[0.75em] w-[0.75em] stroke-current stroke-[0.75]\"\u003e\u003cuse fill=\"currentColor\" href=\"\/cdn\/assets\/sprites-core-k5zux585.svg#304883\"\u003e\u003c\/use\u003e\u003c\/svg\u003e\u003c\/span\u003e\u003c\/a\u003e \u003cspan class=\"\" data-state=\"closed\"\u003e\u003c\/span\u003e\u003c\/span\u003e\u003c\/p\u003e\n\u003cp data-start=\"4684\" data-end=\"4921\"\u003e\u003cspan style=\"color: rgb(0, 0, 0);\"\u003e2️⃣ \u003cstrong data-start=\"4688\" data-end=\"4746\"\u003eIntroducing Minds — Conversational Enterprise-Ready AI\u003c\/strong\u003e\u003c\/span\u003e\u003cbr data-start=\"4746\" data-end=\"4749\"\u003e\u003cspan style=\"color: rgb(0, 0, 0);\"\u003eOverview of the new “Minds” system for reasoning across real-time and historical data.\u003c\/span\u003e\u003cbr data-start=\"4835\" data-end=\"4838\"\u003e\u003cspan style=\"color: rgb(0, 0, 0);\"\u003e\u003ca data-start=\"4838\" data-end=\"4881\" rel=\"noopener\" class=\"decorated-link\" href=\"https:\/\/www.youtube.com\/watch?v=D_BoVJeDGLw\u0026amp;utm_source=chatgpt.com\" style=\"color: rgb(0, 0, 0);\"\u003ehttps:\/\/www.youtube.com\/watch?v=D_BoVJeDGLw\u003cspan aria-hidden=\"true\" class=\"ms-0.5 inline-block align-middle leading-none\"\u003e\u003csvg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20\" height=\"20\" aria-hidden=\"true\" data-rtl-flip=\"\" class=\"block h-[0.75em] w-[0.75em] stroke-current stroke-[0.75]\"\u003e\u003cuse fill=\"currentColor\" href=\"\/cdn\/assets\/sprites-core-k5zux585.svg#304883\"\u003e\u003c\/use\u003e\u003c\/svg\u003e\u003c\/span\u003e\u003c\/a\u003e \u003cspan class=\"\" data-state=\"closed\"\u003e\u003c\/span\u003e\u003c\/span\u003e\u003c\/p\u003e\n\u003cp data-start=\"4923\" data-end=\"5135\"\u003e\u003cspan style=\"color: rgb(0, 0, 0);\"\u003e3️⃣ \u003cstrong data-start=\"4927\" data-end=\"4980\"\u003eMindsDB in Practice (October 2025) — Monthly Demo\u003c\/strong\u003e\u003c\/span\u003e\u003cbr data-start=\"4980\" data-end=\"4983\"\u003e\u003cspan style=\"color: rgb(0, 0, 0);\"\u003eA practical look at recent features and real-world usage examples.\u003c\/span\u003e\u003cbr data-start=\"5049\" data-end=\"5052\"\u003e\u003cspan style=\"color: rgb(0, 0, 0);\"\u003e\u003ca data-start=\"5052\" data-end=\"5095\" rel=\"noopener\" class=\"decorated-link\" href=\"https:\/\/www.youtube.com\/watch?v=wMiqhHv9oKQ\u0026amp;utm_source=chatgpt.com\" style=\"color: rgb(0, 0, 0);\"\u003ehttps:\/\/www.youtube.com\/watch?v=wMiqhHv9oKQ\u003cspan aria-hidden=\"true\" class=\"ms-0.5 inline-block align-middle leading-none\"\u003e\u003csvg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20\" height=\"20\" aria-hidden=\"true\" data-rtl-flip=\"\" class=\"block h-[0.75em] w-[0.75em] stroke-current stroke-[0.75]\"\u003e\u003cuse fill=\"currentColor\" href=\"\/cdn\/assets\/sprites-core-k5zux585.svg#304883\"\u003e\u003c\/use\u003e\u003c\/svg\u003e\u003c\/span\u003e\u003c\/a\u003e \u003cspan class=\"\" data-state=\"closed\"\u003e\u003c\/span\u003e\u003c\/span\u003e\u003c\/p\u003e\n\u003cp data-start=\"5137\" data-end=\"5381\"\u003e\u003cspan style=\"color: rgb(0, 0, 0);\"\u003e4️⃣ \u003cstrong data-start=\"5141\" data-end=\"5198\"\u003eSearch Unstructured Data with SQL Precision — MindsDB\u003c\/strong\u003e\u003c\/span\u003e\u003cbr data-start=\"5198\" data-end=\"5201\"\u003e\u003cspan style=\"color: rgb(0, 0, 0);\"\u003eShows how MindsDB enables querying mixed structured and unstructured data with high precision.\u003c\/span\u003e\u003cbr data-start=\"5295\" data-end=\"5298\"\u003e\u003cspan style=\"color: rgb(0, 0, 0);\"\u003e\u003ca data-start=\"5298\" data-end=\"5341\" rel=\"noopener\" class=\"decorated-link\" href=\"https:\/\/www.youtube.com\/watch?v=HN4fHtS4mvo\u0026amp;utm_source=chatgpt.com\" style=\"color: rgb(0, 0, 0);\"\u003ehttps:\/\/www.youtube.com\/watch?v=HN4fHtS4mvo\u003cspan aria-hidden=\"true\" class=\"ms-0.5 inline-block align-middle leading-none\"\u003e\u003csvg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20\" height=\"20\" aria-hidden=\"true\" data-rtl-flip=\"\" class=\"block h-[0.75em] w-[0.75em] stroke-current stroke-[0.75]\"\u003e\u003cuse fill=\"currentColor\" href=\"\/cdn\/assets\/sprites-core-k5zux585.svg#304883\"\u003e\u003c\/use\u003e\u003c\/svg\u003e\u003c\/span\u003e\u003c\/a\u003e\u003c\/span\u003e\u003c\/p\u003e","brand":"StartupBoomer","offers":[{"title":"Default Title","offer_id":44444811427994,"sku":"","price":0.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/2644\/5588\/files\/nh7u4idA_400x400_a9b23da0-8ecb-49a6-aa00-6a1f1e116e0c.jpg?v=1707692621","url":"https:\/\/www.startupboomer.com\/products\/mindsdb-usa-build-ai-agents-directly-on-your-enterprise-data","provider":"StartupBoomer ","version":"1.0","type":"link"}