A control plane for enterpriseAI agents
Manage access, routing, security and cost for every AI initiative from a single hub. Compliance, transparency and control at OS level.
One URL. A real report on what your AI exposes to anyone with a browser.
External check only — no email, no code access.
Where it stands
What works today, and what is still being built
One list of each, so nothing on this page has to be taken on trust.
Available now
Read a finished sample
A complete run — result, sources, checks, cost — without an account.
Your own workspace
Sign in, connect your provider key and see usage, budget and runs in one place.
Contracts with evidence
Freeze what a run may do, hold the budget before the call, and keep a hash anyone can recheck.
In preparation
TVIJO DSH
No release to download yetOur distribution of the DeepSeek Harness agent workspace, with TVIJO sign-in and a scoped key.
TVIJO hosting
Not open yetA limited hosted preview of a project you built here.
Your own server
Enrollment not released yetRun the same project on your infrastructure, connected to your TVIJO workspace.
Nothing in the second list can be bought or started today. When one ships, it appears in the first list with the path to use it.
EXECUTION CONTRACT
Verified rules for every agent run
Before any agent acts, Tvijo writes an Execution Contract: what to do, which knowledge to use, which tools are allowed, how much it may cost, and how the result will be accepted. The run then returns a result with an Evidence Pack you can audit.
Contract
What result is authorized.
Binding
Which model and tool perform it.
Authorization
Whether each action is allowed right now.
Run state machine
Approved → Bound → Running → Verification → Passed / Rework / Blocked
Every metric on this page is measured. Where a number is a sample, it is labeled DEMO DATA.
Spend this month
+12% vs last month
Requests
requests in total
Cost per 1K tokens
budget limit
Risk and compliance
policy compliance
Request tokens blocked
Security incidents
Data leaks
Policies active
Routing, protection, observability, audit and integrations in a single layer.
Live model radar
Models move. Your control plane should not.
Tvijo sits between your apps and the model market, routing each task by cost, quality, latency and risk. When models shift, your operating rules stay in place.
Routine / high volume
cost + throughputCode / long context
tools + repository contextHigh-stakes reasoning
quality + verificationTvijo policy + budget + audit
Illustrative spend · market signals are dated
Model spend allocation
Live control room
Your team sees every AI request — before it reaches the model
One control plane instead of scattered keys, dashboards and spreadsheets. Policy, route, cost and audit evidence in a single event stream.
Illustrative sample metrics — not live telemetry.
requests under policy per day
shadow-AI apps found
policy runtime overhead
AI OS Architecture
An operating system for enterprise agents
The target architecture: one layer governing keys, policies, routing, observability and audit. Routing, the daily budget cap and per-call records run today — the layers below are marked where they are still design.
Identity & BYOK
designKeys, roles, teams and tenant policies without handing out secrets by hand — design.
Policy Runtime
designDLP, PII, brand safety, regional restrictions and runtime blocking — design.
Smart Routing
liveRouting by cost, quality and latency — live; region and request-class routing are design.
Observability
liveTraces, budgets and per-call cost reporting — live; alerts and anomaly detection are design.
Audit Evidence
livePer-call records with actor, model, tokens, latency and cost — live; event hashing, evidence export and policy history are design.
Connectors
liveConnections to providers — live; internal systems, CI/CD and data-stack connectors are design.
Key benefits
One control layer for every AI model
Connect any model or provider. Unified policies, keys, roles and limits.
Intelligent routing
Automatically picks the best model by cost, quality, policy and context.
Security and compliance
DLP, PII, toxicity, content filters, SSO/RBAC, audit and logs.
Observability and cost control
End-to-end analytics, budgets, alerts, forecasts and cost optimisation.
Flexible integration into your stack
APIs, SDKs and connectors for enterprise systems, CI/CD and infrastructure.
Agent Operations
A live wall of enterprise AI agents
Customer Support Bot
Request classification
HR Assistant
Employee response
Code Copilot
Code generation
Research Agent
Document analysis
Real-time control
Illustrative sample metrics — not live telemetry.
Average cost per 1K tokens
-8% vs last month
Requests today
+18%
Active users
+14%
Policy success rate
+0.3%
P0 incidents
no critical issues
System health
Runtime Guardrails
The policy pipeline we are building — and the part that runs today
The design turns scattered security rules into one executable pipeline. Built today: model routing, the daily budget cap and the per-call audit record. Not built: input sanitisation and any allow / redact / block decision.
Detect
Design: find PII, secrets, toxicity, jailbreaks and risky intent classes.
Mask
Design: redact sensitive fields before they reach the model, or block the request.
Route
Live: pick the provider and model, and check the request against the daily budget cap.
Approve
Design: apply guardrails, human approval and limits before the agent acts.
Audit
Live: store actor, source, operation, model, tokens, latency and estimated cost. Policy result and event hash are design.
Model routing console
Intelligent routing
Every request goes to a model chosen by cost and latency, under a daily budget cap that is checked before the call. Region and data-class routing are design.
Demo data
model cost
route coverage
budget limit
| Application | Request | Model | Region | Policies | Cost | Success rate | Latency |
|---|---|---|---|---|---|---|---|
| Customer Support Bot | Request classification | GLM 5.3 Flash | eu-west-1 | Budget-Cap | $0.012 | 99.9% | 1.2s |
| HR Assistant | Response generation | Claude Opus 5 | eu-west-1 | Budget-Cap, Call-Record | $0.021 | 99.8% | 1.6s |
| Code Copilot | Code generation | Kimi K3 | us-east-1 | Budget-Cap, Call-Record | $0.008 | 99.7% | 0.9s |
| Research Agent | Document analysis | Claude Fable 5.1 | eu-west-1 | Budget-Cap, Call-Record | $0.019 | 99.3% | 2.1s |
| Marketing Studio | Content generation | GLM 5.3 | us-east-1 | Budget-Cap | $0.013 | 99.8% | 1.3s |
| Ops Digest | DeepSeek V4 Flash | eu-west-1 | Budget-Cap | $0.004 | 99.6% | 1.1s |
Audit evidence pack
AI Governance & Compliance
Policies run at runtime, and every time one fires it becomes evidence: who, what, which model and under which rule.
Compliance policies
Top risks
Who Tvijo AI OS is for
CISO / CTO
Get full control over security, data and compliance across AI.
- Risk management
- Compliance and audit
- Access control
AI startups
Scale AI products fast and safely, with quality under control.
- Fast launch
- Flexible integration
- Cost optimisation
VC / Portfolio leads
Increase portfolio value through AI standardisation and transparent metrics.
- End-to-end analytics
- Risk reduction
- Audit readiness
Leaders in regulated industries
Meet regulator requirements and internal policies without compromise.
- Regulatory compliance
- Data protection
- Reporting
Ecosystem and integrations
All integrationsEnterprise rollout
Launch without chaos: from a risk map to enforced policies
Map
Inventory of AI apps, keys, providers, teams and current spend.
Connect
Connect the gateway, SSO/RBAC, BYOK, budget limits and audit sinks.
Enforce
Turn on PII/DLP, regional rules, model lanes and human approval.
Optimize
Auto-routing, cost tuning, coverage reports and executive visibility.
Audit evidence pack
What the security team gets
Who can run agents, models and actions.
History of policy changes and runtime results.
Spend by team, agent, model and region.
Risk events, remediation and verification evidence.
Knowledge & Learn
Learn how teams govern enterprise AI
Guides, research write-ups and learning paths from the Tvijo knowledge base.
From the Knowledge Base
All articlesLearning paths
All pathsBuild a secure future for AI in your company
- One control plane for every AI initiative you run
- Security, compliance and transparency by default
- Cost optimisation without losing quality
- Ready to scale from day one