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Governed AI data infrastructure for

efficient agents

Thorian makes it easy for agent builders to manage their context. Most AI systems fail on challenging tasks because they use too much of their limited context windows sifting through data, and interpreting what they find. 

Thorian organizes your organization’s data, relationships, and rules into context you can use through a skill in your chosen model and harness, whether that's through a frontier provider or on-prem with open-source models. 

Build more effective agents

Your organizational data becomes governed context agents can use

1) Connect Your Data Sources

Quickly bring together the documents, records, and systems relevant to the work you want an agent to do.

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2) Organize Your Context

We automatically incorporate the organization’s rules about source authority, permitted use, and required outputs.

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3) Activate the Thorian Skill

Make your custom context available inside your chosen agent harness. Call the skill and get building!

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Carry your organization’s judgment into agent work: how records relate, which sources take precedence, what information can be used, and how results should be structured.

Case study: financial reporting

VC firms use Thorian to build accurate 10,000-cell compliance reports in a single pass

Agents working on reporting and compliance processes must solve timing and data conflict challenges, handle incomplete information, and tackle “needle in a haystack” challenges. Until Thorian, the widely differing data quality, the precision of required calculations, and the requirement for accuracy made AI a poor fit for these processes. 
 

  • Relationships are maintained across the corpus, even with varying naming conventions
  • Source authority: later, authoritative sources take precedence over earlier drafts
  • Governance: control what files an agent can access based on role
  • Output rules are consistently updated and accounted for
  • Supporting evidence: links to underlying records preserved for auditability
Codex and schedule in staggered windows

AI Principles

How we think about deploying AI in the real world

Too many AI deployments look good in a demo and fall apart when they come into contact with the messiness and complexity of the human-built workplace. Technology needs to do more than connect to the easiest and best-supported data sources. It needs to support your work, wherever that work is, whatever it looks like. 

How it works

With Thorian, your data layers are connected

Data leaders access a single operational hub that becomes the shared system for collecting information, coordinating work, and sharing data with permissions across the organization. It’s not “one more tool.” It’s an administrative backbone that reduces structural risk and allows government data teams to move from a “data pull” model to a “task automation” model.

Testimonials

See what our customers have to say:

Best-in-Class Security Protocols

  1. We never sell or share your data with third parties.
  2. Your data is never used to train AI models.
  3. We process your data solely to provide and improve the features you use - nothing else.
  4. All data is stored securely with strong encryption and strict access controls.
  5. Our systems are designed so that only the minimum necessary data is processed, reducing risk at every step.

Thorian vs Other AI Companies

Category Thorian Other AI Companies
Security for your Data Thorian Included Traditional admin firms Included
Most advanced AI Models Thorian Included Traditional admin firms Included
Outputs, not Workflows Thorian Included Traditional admin firms Not included
100% accurate the first time Thorian Included Traditional admin firms Not included
Requires advanced prompting skills Thorian Not included Traditional admin firms Included

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Let's build something great together.