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Estimate LLM cost

On-prem AI search for your core banking, lending, tax, election and sensitive data

Answers for your people and your AI agents. Inside your walls, across 50+ sources.

Tursio, by the numbers

01 / 03

Live in a week, not years

AI that comes to your data, not the other way around, with no migration or ETL.

Time to production

Lower is better

1 wk

6 mo

2 yr

Tursio

Traditional AI vendors

In-house build

Tursio

1 week

Traditional AI vendors

6 mo – 2 yrs

In-house build

1 – 3 yrs

From install to AI-powered data search running on production data, including setup, data connections, and security configuration. Log scale.

From 10 answers a day to 1,000+

Governed self-serve data search, right inside Teams, Copilot, and Claude.

Requests answered per day

Higher is better

10

100

1K

Data team (manual)

Business users with Tursio

AI agents with Tursio

Data team (manual)

5 – 10

Business users with Tursio

100 – 200

AI agents with Tursio

1,000+

Illustrative throughput for typical data requests in regulated industries such as banking, insurance, and healthcare. Actual volume varies with query complexity. Log scale.

10× lower total cost

Own your AI stack, on your infrastructure, at a fraction of the cost.

Annual total cost of ownership

Lower is better

$100K

$1M

$5M

Tursio (on-prem)

Cloud AI platforms

DIY build

Tursio (on-prem)

< $100K

Cloud AI platforms

$100K – $500K

DIY build

$1M – $5M

Estimated annual TCO for a typical enterprise deployment, including license, LLM tokens and context, infrastructure, staffing, and maintenance. Log scale.

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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

Contact us

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.

Contact us

Explore our product

2-5x

Cost savings

See projected token usage for your databases before you deploy.

Compare MCP token cost

Empower knowledge workers illustration 1Empower knowledge workers illustration 2Empower knowledge workers illustration 3

Empower knowledge workers

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

Zero infrastructure hassle

Zero infrastructure hassle

Runs in your existing databases and data warehouses.

In-Database AI

In-Database AI

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

Auto-Tuned

Auto-Tuned

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

Industry ready intelligence

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.

ISO/IEC 27001:2022 icon

ISO/IEC 27001:2022

Tursio meets the leading global standard for information security management, ensuring systematic risk assessment, effective risk mitigation, and continuous compliance.

SOC 2 Type II icon

SOC 2 Type II

Tursio is SOC 2 Type II certified, demonstrating that our systems and controls are independently audited and proven effective over time to safeguard customers’ sensitive data.

Azure VM Extension icon

Azure VM Extension

Deploy Tursio directly from the Azure Marketplace as a VM extension for seamless, on-premises integration with full data governance, role-based access, and comprehensive audit logging.

Customer stories

Trusted by global
enterprise teams

Corning Credit Union

With Tursio, we are showing users they can ask questions themselves and get immediate results and then refine the question to dig deeper or go in a direction they had not anticipated based on what they find.

Tom Foster

Tom Foster

VP of PMO & Product Management, CCU

Liberty Home Guard

With Tursio's cutting-edge AI technology, we are taking another significant stride towards enhancing our customer experience and maintaining our position as industry leaders.

Ben Joseph

Ben Joseph

Co-Founder & Co-CEO,LHG

Firstshift

We're thrilled to announce that Tursio is the perfect partner for our AI-powered supply chain intelligence journey. Combining their cutting-edge technology platform and our deep industry expertise was instrumental in getting our advanced insights capabilities up and running in record time.

Hari Menon

Hari Menon

CEO, Firstshift.ai

Bring search to your
workflows

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

Contact us

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