For organisations that keep their data in-house
AI agents built for operational sovereignty.
Tuvaris runs on your infrastructure. Its agents work from your sources, build the tools each job needs, and ask before they do anything that matters.
Your data stays with you
Nothing leaves your environment unless you choose a model that lives outside it.
Tuvaris runs on infrastructure you control. Pair it with a model your organisation hosts and nothing crosses your perimeter at all. Documents, credentials, and everything the agents produce remain yours.
It builds what it needs
No waiting on an integration.
When a job requires a tool or connection that doesn't exist, the agent writes one, validates it in a sandbox, and has it ready for next time. You don't file a ticket and wait for it.
It gets better the longer you use it
Nothing has to be explained twice.
Every tool an agent builds, every decision your team approves, and every standard you set is retained. All of it stays under human control and belongs to you rather than a vendor.
You stay in control
Nothing important happens without a person.
The agent proposes. Checks run. A person on your team approves. Credentials sit in a vault the agent cannot read. There is a full record of every action and who signed it off.
What's built in
More than a chatbot over your documents.
Knowledge
It works from your sources, not the internet.
Point it at your handbooks, policies, and records. Answers come from those, not the open web.
Memory
It remembers how you do things.
The decisions you've made and the standards you hold it to carry over from one job to the next, so you are not explaining them again.
Action
It finishes the job.
It searches, reads, analyses, and produces the actual deliverable in a contained environment rather than handing you text to act on.
Connections
It works with the systems you already run.
It reaches your existing systems through open standards, and only within the permissions you grant.
Tools
It builds what it doesn't have.
When a job needs something that isn't there, the agent writes the tool, proves it works, and stores it for anyone on the team to use next time.
Oversight
You approve what matters.
Anything consequential is proposed, checked, and signed off by a person. Full audit trail of who approved what and when.
Skills
It follows your team's procedures.
Write instructions and conventions for specific types of work. The agent references them as needed and applies your standards without you repeating them.
Workflows
It executes multi-step procedures.
Define structured processes with set parameters and verification checks for each stage. The agent works through the steps in order and confirms the result before finishing.
Schedules
It runs work on your timetable.
Set tasks and workflows to run at specific times or recurring intervals. Each run stays within strict cost ceilings and leaves deliverables ready for review.
Governed self-improvement
As your team works, the system builds the tools and procedures needed to handle new tasks. Every addition is validated in isolation and proposed clearly, so the platform becomes more capable over time without ever acting on its own authority.
Automated contract testing
When an agent builds a new tool, it runs through static analysis, interface validation, and behavioral probe tests in an isolated sandbox. If a script fails a check, lacks a dependency lockfile, or leaks unhandled errors, the platform rejects it before it ever reaches execution.
Promotion gates
A newly created tool, skill, or workflow starts scoped strictly to the session that needed it. Moving it to a team requires passing automated test suites and receiving a cryptographic signature. Moving it organisation-wide requires explicit sign-off from an administrator. Every change is tracked in Git with full author attribution.
Knowledge governance
New procedures, ingested documents, and domain notes land as unverified drafts. The agent is instructed to treat drafts as candidate information rather than established facts. A concept only becomes authoritative once a person reviews and verifies it, complete with a defined expiry horizon for periodic re-review.
Explicit accumulation
Tuvaris does not build hidden profiles of your staff and does not infer durable personal facts from conversations. Sessions leave no background residue by default. What accumulates over time is clean, versioned code, approved procedures, and verified documentation stored in open formats on your own storage.
Built for environments where security is not optional.
Tuvaris was built for organisations that cannot send their data elsewhere. Isolation, least privilege, and human authority are enforced at every layer.
Tamper-evident audit trail
Every action, approval, and decision is recorded in a cryptographically chained log. Edits, deletions, or reordering are detectable. Logs are sanitised at write time so credentials and tokens never reach storage. Export an offline bundle for external review.
Cryptographic erasure
Deleting a session, user, or tenant destroys its encryption key. The data becomes unrecoverable without relying on row-level overwrites, and the erasure record keeps no remnant of what was erased.
Agents never touch credentials
Credentials live in an encrypted vault. When an agent needs to authenticate with an external system, the platform injects credentials into the outbound request and discards them immediately. The agent never receives, stores, or logs them.
Network-isolated by default
Agent containers have no route to your databases, your internal network, or the internet. All outbound traffic passes through a policy-enforcing broker. You decide what gets through.
Cost controls
Every model call reserves its worst-case cost before it runs. Per-session and per-run ceilings, rate limits, and transparent token reporting give you full visibility into spend.
Enterprise-ready from day one.
Tuvaris ships with everything an enterprise deployment requires. No add-ons. No premium tiers for basic security features.
SSO & SAML
Bring your identity provider. Standard enterprise authentication out of the box.
Role-based access
Scoped permissions across tenants, teams, users, and projects. Default-deny on every route.
Model choice
Use the model your organisation has approved. Major cloud providers and local inference both supported. Local inference keeps every request inside your perimeter and carries no per-token fees.
Air-gapped deployment
When paired with local inference, every external connection can be disabled. The platform runs entirely within your perimeter.
Continuity when people leave
Tools and knowledge belonging to a deprovisioned user go to an admin reassignment queue rather than being orphaned or silently deleted.
Key rotation
Automated rotation schedules for encryption keys. Envelope encryption with separation between data keys and wrapping keys.
Compliance controls
Cryptographic erasure, full revision history, redaction replay, and offline audit bundles for external review.
Priced for how you deploy.
Every Tuvaris instance is dedicated to your organisation. No shared infrastructure. No data mixing.
Enterprise
For organisations with specific compliance, scale, or integration requirements.
- 01Dedicated deployment
- 02Core agent capabilities
- 03Knowledge, memory, and tool-building
- 04Air-gapped deployment
- 05SAML and advanced identity federation
- 06Custom integration support
- 07Dedicated onboarding
- 08SLA guarantees
See it on your infrastructure.
We'll walk through a deployment and show you what the agents do with your actual workflows.