Simba Intelligence
Where Enterprise Data and AI Finally Connect
AI looks easy until it meets enterprise data. Simba Intelligence adds the context and connectivity that stop hallucinations before they start, giving AI access to live, trusted information.
For Leaders Who Need Connected, Trusted Data
From embedded product teams to enterprise data owners, Simba Intelligence delivers governed, explainable AI that your teams and customers can trust.
Product Builders / Product Teams
Make Your Product the Smartest in the Room
Embed governed AI directly into your platform so every answer is sourced, explainable, and trusted.
Data / Engineering Teams
Empower Teams With Governed, Live AI Insights
Connect AI directly to live enterprise data so teams get accurate, compliant insights without copying or moving data.
Why AI Pilots Stall and How Simba Intelligence Fixes It
Are Hallucinations Eroding Trust in Your Results?
When answers look sure but you can’t prove the number, trust fades fast. Without a clear trail back to the source, leaders won’t sign off. Simba Intelligence ties every answer to live data and shows the trail so you can stand behind the result.
Are Your Teams Stuck Cleaning Data Instead of Using It?
Teams spend weeks fixing and formatting data instead of solving problems. Simba Intelligence does the prep work for you, so teams can focus on asking questions and finding insight, not cleaning up spreadsheets.
Do Compliance Rules Stop You From Scaling AI?
Privacy laws and residency rules often block AI projects before they start. Moving or copying data adds risk and delay. Simba Intelligence applies your security and governance rules automatically while keeping data live so you can scale AI safely.
Where Simba Intelligence Fits in the Data Landscape
Traditional BI tools surface dashboards, and data integration tools move data. Simba Intelligence connects AI directly to governed enterprise data without copying or losing control.
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| Natural Language Queries | |
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| Zero Data Management | |
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| Enterprise Governance | |
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| Real-time Enterprise RAG | |
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Connect AI Directly to Your Governed Enterprise Data
When a question is asked, Simba Intelligence delivers an data engineering agent. It connects to live sources with production-grade connectivity, applies your semantic layer & governance policies at query time, and generates deterministic results with full lineage. ISVs embed it through APIs & SDKs, and enterprises adopt it to scale AI safely across workflows.
Run AI and Analytics Without Moving Data
Each core feature works together to keep data live, governed, and explainable. From AI agents to audit trails, every part of Simba Intelligence is designed for trusted, enterprise-scale analytics.
AI Agents for Data Prep
Automates schema discovery, infers joins, and maps context at query time so models get structured inputs.
Zero Data Movement
Federates queries across warehouses, databases, and SaaS apps in real time without copying or moving your data.
Governance-First Security
Inherits enterprise permissions, builds a semantic layer, and enforces policies consistently for every query.
Business Rules Engine
Applies business rules and calculations the same way every time, producing consistent answers across teams.
Transparent Audit Trails
Records every query and result with source lineage so outputs are fully traceable, auditable, and defensible.
MCP Integration
Exposes governed enterprise data to assistants like Claude/Gemini/ChatGPT via MCP, enabling secure, direct, in-workflow access.
Frequently Asked Questions
Logi Symphony and Simba Intelligence deliver a Better Together experience. Logi Symphony provides governed dashboards and reports as the single source of truth. Simba Intelligence lets AI agents query live, governed data to answer unscripted questions.
Simba Intelligence supports the full range of Simba drivers, from Snowflake, Databricks, Trino, Salesforce, and SAP to cloud, SaaS, big data, and legacy databases. It queries data in place without replication or brittle pipelines, keeping governance intact.
If AI does not have access to all your data, it will still generate an answer, whether that answer is correct or not. Simba Intelligence grounds every query in governed, live enterprise data, applying your business logic and rules at query time so responses are deterministic, verifiable, and auditable.
Simba Intelligence inherits your enterprise security model, enforces access controls and semantic rules, applies your business logic, and maintains complete audit trails for every query and result. It is governance built into the architecture, not added later.
Yes. APIs and SDKs let product teams embed Simba Intelligence directly into their applications. End users get governed, explainable AI inside the product experience with no extra portals or context switching.
No. Simba Intelligence is an agentic analytics platform, not a BI tool. BI tools visualize data that is already aggregated. Simba Intelligence enables AI agents to explore live, governed enterprise data safely, providing deterministic answers instead of static dashboards.
Simba Intelligence can be deployed anywhere: in your cloud, on premises, or in a hybrid environment. It avoids vendor lock-in and adapts to your infrastructure, delivering governed, live data access wherever your systems run.
Simba Intelligence is designed for CDAOs, CIOs, and product leaders who need to deploy trusted, explainable AI in production. Enterprise teams use it to govern AI across data estates, while software companies embed it to deliver governed intelligence inside their products.
