Tursio
Tursio is an enterprise search platform for structured data that uses in-database AI and automatically inferred context graphs to let business users and AI agents query operational databases in natural language without moving data.
- Company typePrivate
- Founded2023
- HeadquartersBellevue, United States
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What Tursio does
Tursio is a Bellevue, Washington-based software company founded in 2023 that builds an enterprise search platform for structured data, enabling business users and AI agents to query operational databases using natural language. Its core technology uses automatically inferred context graphs that model relationships, semantics, dimensions, measures, ontologies, and PIIs within database schemas, then pushes AI computation down into the database so that data never leaves the customer's security perimeter. The product family consists of the core Tursio platform plus four operational components (Install for deployment, Train for context-graph generation, Tune for refinement, and Personalize for role-based adaptation) and specialized vertical modules for Symitar core banking, SQL Server, and Cassandra databases.
Tursio firmographics
Firmographics- Name
- Tursio
- Legal name
- Tursio Inc.
- Website
- https://tursio.ai
- Company type
- Private
- Founded year
- 2023
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- Tursio is an enterprise search platform for structured data that uses in-database AI and automatically inferred context graphs to let business users and AI agents query operational databases in natural language without moving data.
- Ownership category
- akta.pro rank
Tursio industry classification
Industry- Product category
- Enterprise AI Search Software
- NAICS
- Web Search Portals and All Other Information Services (519290), Custom Computer Programming Services (541511)
- SIC
- Services-Prepackaged Software (7372)
- akta.pro primary industry
- End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA)
- akta.pro secondary industries
- Data Platform (Unified Data & Analytics) Suites (HDAEABAD), Responsible AI, Security & Privacy Platforms (Safety, Guardrails, PII) (HDAEANAG), Database Tools & Ecosystem (Replication, Backup/Recovery, HA/DR, Monitoring) (HDAEAAAO)
Keywords
Where Tursio is headquartered
LocationHeadquarters
- HQ city
- Bellevue
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
Tursio business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Marketing or Sales, Operations
Revenue model
- SaaS Subscription: Cloud-based enterprise search solution with subscription pricing
- On-premises Deployment: On-premises Docker deployment option for organizations requiring data to remain within their security perimeter
- Azure VM Extension: Deployment via Azure Marketplace as VM extension for Microsoft Cloud customers
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Freemium | Monthly | Free tier available |
Go-to-market motion3 records
Distribution channels3 records
Marketing channels8 records
Tursio product offering
Product offeringCore offering
Tursio is an enterprise search and AI platform that turns operational databases (Symitar, SQL Server, PostgreSQL, Oracle, Cassandra, DynamoDB, Snowflake, Microsoft Fabric) into natural-language-queryable, generative-AI-ready data sources. Its core innovation is an in-database AI engine combined with automatically inferred context graphs that model data relationships, semantics, and query rules, allowing business users and AI agents to query structured data securely without moving it out of the customer's environment.
Product overview
Tursio is a unified enterprise search platform for structured data, consisting of a core platform and four operational components (Install, Train, Tune, Personalize) plus specialized use-case modules. The core Tursio platform connects internal data sources (Symitar, SQL Server, Azure SQL, PostgreSQL, Oracle, Cassandra, DynamoDB, Snowflake, Microsoft Fabric, Azure Databricks) to enable natural language search for business users while ensuring data never leaves the security perimeter. The four-step workflow—Install (Docker deployment), Train (automatic context graph generation), Tune (refinement with feedback), and Personalize (role-based adaptation)—powers search experiences for people and AI agents. Specialized vertical modules include Tursio for Symitar (credit unions), Tursio for SQL Server, and Tursio for Cassandra. Deployment options include standard Docker on-premises, Azure VM Extension, and SaaS.
Differentiator
Problem solved
Functional benefit
Products and services
- Tursio Enterprise Search Platform Unified enterprise search platform for structured data that connects internal databases to business users, analysts, operators, and AI agents (Claude, ChatGPT, Copilot, Teams) via natural language. Provides automatic context graph inference, in-database AI processing, role-based personalization, and full data governance without moving data.
- Tursio for Symitar Specialized search solution for Symitar core banking data in credit unions; makes Symitar operational data searchable for business users and AI agents with domain-specific context.
- Tursio for SQL Server Natural language search solution for SQL Server and Azure SQL databases; turns operational data repositories into secure, on-premises search interfaces with automatic semantic knowledge graph building from schema.
- Tursio for Cassandra Natural language search on Apache Cassandra and NoSQL databases; processes complex business queries on distributed, highly scalable databases with abstraction of wide-column and denormalized data model complexity.
- Tursio Azure VM Extension Azure Marketplace deployment option enabling enterprises running on Microsoft Cloud to deploy Tursio Search directly within their Azure environment with seamless on-premises integration, full data governance, role-based access, and comprehensive audit logging.
Quantifiable outcome
- 2-5x cost savings with in-database AI and optimized compute usage
- +3 more outcomes
Companies that use Tursio
Customer profileNamed customers4 records
Segments5 records
Ideal customer profiles4 records
Tursio technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
Integration18 records
AI capability9 records
Feature5 records
Tursio partnerships and signals
Strategic signalPartnerships
Eight partnerships are on record, tiered core.
- Microsoft AzurecoreTursio is available as a VM extension on Microsoft Azure, enabling enterprises running on Microsoft Cloud to deploy Tursio Search directly within their Azure environment. Supports broader Azure stack including Azure AI Foundry for LLMs, Azure Entra for authentication, and Microsoft Teams/Copilot via MCP.
- SymitarcoreNative integration with Symitar core banking platform for credit unions, enabling natural language search on credit union operational data
- Microsoft TeamscoreTursio connects to Microsoft Teams via MCP (Model Context Protocol), enabling business users to search internal data directly from Teams without context switching
- Microsoft CopilotcoreIntegration with Microsoft Copilot enables unlocking real-time database data retrieval inside Copilot with accurate, context-aware answers powered by Tursio
- Claude (Anthropic)coreClaude Chat and Claude Cowork integrations allow conversational querying of enterprise data, turning complex distributed data into clear actionable responses
- ChatGPT (OpenAI)coreChatGPT MCP integration with Tursio makes operational data accessible to non-technical users through natural language queries
- SQL Server & Azure SQLcoreNative connection to SQL Server and Azure SQL databases without moving data, enabling business users to query in natural language
- Apache CassandracoreNatural language search on Cassandra NoSQL databases, abstracting complexity of wide-column and denormalized data models
Scale indicators2 records
Recent moves7 records
Expansion highlights6 records
Tursio competitors and assessment
Company assessmentDirect peers
- Vanna AI: Open-source NL2SQL framework that uses retrieval-augmented generation with a learned context/model layer to translate natural language into SQL. Closely parallels Tursio's context-graph approach for natural-language querying of structured databases.
- TextQL: Enterprise NL2SQL platform that lets non-technical users query data warehouses in natural language with an automated semantic layer. Direct competitor in enabling business-user access to structured data.
- Defog.ai: NL2SQL platform offering natural-language querying of databases with fine-tuned models and schema understanding. Competes with Tursio in the same text-to-SQL accuracy and deployment-on-customer-data positioning.
- ThoughtSpot: AI-powered analytics platform offering natural-language search and AI-driven insights over cloud data warehouses. Established direct competitor in enabling self-service analytics for business users.
- Sigma Computing: Cloud analytics platform with a spreadsheet-style interface for querying data warehouses, including AI-assisted query generation. Comparable in enabling business-user access to structured data without moving it.
Broad incumbents
- Databricks (AI/BI Genie): Lakehouse platform with AI/BI Genie that allows business users to query data warehouses using natural language. Large, well-funded incumbent that overlaps with Tursio's NL-query capability on Databricks-hosted data.
- Snowflake (Cortex Analyst): Cloud data platform with Cortex Analyst providing natural-language-to-SQL capabilities using a semantic-model layer. Competes with Tursio in serving Snowflake customers who want NL access without third-party tools.
- Microsoft Fabric: Microsoft's unified data platform with Copilot-driven natural-language querying of data warehouses. Direct overlap with Tursio in the Microsoft ecosystem and a key distribution dependency for Tursio.
Emerging players
- Eltropy: AI-driven digital communications platform focused on community financial institutions (credit unions, community banks). Overlaps with Tursio's credit-union vertical via AI products for FIs, and is the prior employer of Tursio's VP of GTM.
- DataGPT: AI data analyst that lets non-technical users ask questions of structured data in natural language. Overlaps with Tursio's core NL-to-data mission for business users.
Market position
Strengths5 records
Weaknesses4 records
Competitive moat5 records
Key risks5 records
Key highlights7 records
Customer concentration
Tursio social profiles
Digital presenceTursio compliance and trust
Trust signalCompliance3 records
Tursio financial estimates
Financial estimateRevenue estimate
Valuation estimate
Tursio leadership team
Management profileNumber of profiles
Profiles4 records
Tursio funding detail
Funding detailFunding overview
Funding rounds2 records
Investors3 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Tursio M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Tursio
What does Tursio do?
Tursio is an enterprise search and AI platform that turns operational databases (Symitar, SQL Server, PostgreSQL, Oracle, Cassandra, DynamoDB, Snowflake, Microsoft Fabric) into natural-language-queryable, generative-AI-ready data sources. Its core innovation is an in-database AI engine combined with automatically inferred context graphs that model data relationships, semantics, and query rules, allowing business users and AI agents to query structured data securely without moving it out of the customer's environment.
Is Tursio a public or private company?
Tursio is a private company. It is classified as venture growth investor backed and is currently operating.
When was Tursio founded?
Tursio was founded in 2023. It employs 11 to 50 people.
Where is Tursio based?
Tursio is headquartered in Bellevue, United States, in the North America region.
How does Tursio make money?
Three revenue lines are on record. SaaS Subscription is the primary driver. The others are on-premises Deployment and azure VM Extension.
Who are Tursio's main competitors?
Direct peers on record are Vanna AI, TextQL, Defog.ai, ThoughtSpot and Sigma Computing. Broad incumbents are Databricks (AI/BI Genie), Snowflake (Cortex Analyst) and Microsoft Fabric. Emerging players are Eltropy and DataGPT.
Does Tursio have an API?
No public API is recorded for Tursio.
What industry is Tursio in?
Tursio's product category is Enterprise AI Search Software. Its primary akta.pro industry code is HDAEANAA, End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management), with a secondary code of HDAEABAD, Data Platform (Unified Data & Analytics) Suites. Its NAICS code is 519290 and its SIC code is 7372.