On-premises
database search

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, Team, Excel, and more) in their existing workflows

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

Search across multiple connected databases at once

Powered by automatically inferred context graphs

Access on-premises structured data without relying on data teams

On-premises databases

HOW IT WORKS

Automatically inferred
context graphs

Tursio generates context graphs for semantic understanding and systematic query planning on your data.

InstallTrainTunePersonalize

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

Empowers knowledge workers with fast, accurate answers—cutting time spent on search and analytics by up to 60%.

Zero infrastructure hassle

Runs in your existing databases and data warehouses.

In-Database AI

AI models that push all computations down to your database, so your data never leaves your secure environment.

Auto-Tuned

Built-in model tuning adapts to your workload automatically, maximizing performance with zero manual ops.

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.

Bring search to your
workflows

See how Tursio helps you work faster, smarter, and more securely.

Contact us

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