Question 1

What is Tvijo AI OS, in one sentence?

Accepted Answer

Tvijo AI OS is a control plane for governed AI operations — one place to route models, run agent workflows, cap spend, manage keys (BYOK) and keep an exportable audit trail, so a team can scale AI without losing control.

Question 2

What problem does it solve?

Accepted Answer

Most teams already use AI everywhere, but the parts that matter — which model to trust, who approved an agent action, how much it costs, where the keys live and what the evidence trail is — are scattered across tools or simply missing. Tvijo brings those controls into one governance layer.

Question 3

Who is Tvijo AI OS built for?

Accepted Answer

Operators of AI systems — CISOs, CTOs, AI founders and platform teams — who need governance, cost control, BYOK and audit evidence before AI scales across the organization.

Question 4

How is Tvijo different from LangSmith, n8n, CrewAI or vertical AI apps?

Accepted Answer

Those tools are useful for observability, orchestration or app-specific workflows. Tvijo is the horizontal control plane that sits above models, agents, keys, spend and audit evidence — the governance layer, not another agent framework.

Question 5

What is an AI workflow?

Accepted Answer

A workflow is one governed pipeline — an agent or a multi-step model task — that runs under your rules: routing, budget guard, policy checks and audit. Your plan limit is how many you can run in parallel.

Question 6

What does the model router do?

Accepted Answer

It routes each request to the best model across providers (OpenAI, Anthropic, Google, DeepSeek, local) by quality, cost, latency and policy — instead of every developer hardcoding one endpoint.

Question 7

What are budget guards?

Accepted Answer

Fail-closed spend limits. Every looping or background AI call runs under a daily budget; when the cap is hit, calls stop instead of silently burning money. The first alert is never the invoice.

Question 8

What does BYOK mean?

Accepted Answer

Bring Your Own Key. Customer- or team-owned provider keys are scoped, rotated and governed centrally, without exposing raw secrets in the UI — you stay in control of your own model access.

Question 9

What is the live trace / audit trail?

Accepted Answer

Every request can move through a PII guard, policy engine, budget check, model router, provider and audit log before the response is approved. Each entry records who ran it, which model, the policy result, the cost and a hash — exportable as evidence.

Question 10

Does Tvijo guarantee legal compliance?

Accepted Answer

No. Tvijo helps teams prepare logging, evidence, policy and governance workflows for reviews such as EU AI Act readiness, but it does not claim guaranteed compliance or zero legal risk.

Question 11

What is the AI Risk Audit?

Accepted Answer

A questionnaire that produces a directional A–F exposure score across shadow AI, prompt logging, cost attribution, BYOK, agent loops and evidence readiness. It is a starting map for governance work, not a certification.

Question 12

What research is the governance based on?

Accepted Answer

Tvijo turns frontier-model evaluations (e.g. METR) into control-plane modules: agent risk scoring, a monitorability layer, and uplift analytics. See the research-backed section on the homepage and deeper write-ups in the Knowledge Base.

Question 13

What is the Decision Center?

Accepted Answer

Where governance decisions are made in the open. Each decision is a map where every node is a gate — e.g. "Should agents get write access to production?" — and you vote and comment, leaving a transparent, auditable trail.

Question 14

What can I learn on Tvijo?

Accepted Answer

Free courses focused on the product: AI Agent Governance Foundations, Budget Guards for Model Spend, BYOK Security for Enterprise AI, and Building Decision Bundles for Governance Reviews. The Knowledge Base goes deeper with research-grade articles.

Question 15

Do I need an account, and is it free?

Accepted Answer

Browsing the Knowledge Base, Learn courses and Decision Center is free and mostly open. A free account (Google, Microsoft or email) unlocks participation: voting and commenting on decisions and creating maps. Enterprise AI-OS routing/audit is a paid product — see Pricing.

Question 16

How do I sign in or switch theme?

Accepted Answer

Use the account menu in the top-right: sign in with Google, Microsoft or email. The same menu gives you Dashboard, Profile and Sign out. Use the Display control next to it to switch light/dark theme.

Question 17

How can I contact the team?

Accepted Answer

For product, pilot or partnership questions, reach the team on Telegram: @bibamon. Enterprise demo and AI Risk Audit options are linked from the homepage and the Pricing page.

Frequently Asked Questions

📌About Tvijo AI OS

⚙️How it works

📊Governance & compliance

🧭Decision Center, Learn & KB

💬Account & support