The Control Plane for Enterprise AI Agents
TVIJO gives teams one control plane for AI requests, agent workflows, model spend, BYOK and audit evidence.
Control cockpit
Production AI requests - simulation
Real-time Simulator
Every Second Without AI OS
Watch your enterprise burn budget, accumulate compliance debt, and bleed competitive advantage — in real time.
Smart Routing
Stop overpaying for routine AI tasks
AI OS automatically routes each request to the optimal model. Routine tasks go to cheap models, complex reasoning to premium ones. Real May 2026 prices.
Typical savings: 40-60% on AI API costs through intelligent model routing
The Problem
AI adoption is outpacing governance
Teams adopt AI tools faster than organizations can secure, measure and audit them. The gap creates real financial and regulatory exposure.
Proof
Built faster, cheaper, better
Real numbers from a solo founder using AI OS to build production infrastructure.
Product
One control plane for enterprise AI
Model routing, budget guards, audit trail and BYOK vault — four capabilities that turn unmanaged AI spend into governed operations.
Model Router
Routes GPT, Claude, Gemini, DeepSeek and local models by quality, cost, latency and policy.
Audit Trail
Captures request id, actor, team, project, policy result, model selected, cost and event hash.
Budget Guards
Tracks limits, current spend, forecast and block thresholds before agent loops become runaway cost.
BYOK Vault
Scopes access, rotation state and provider usage without exposing raw secrets in the UI.
Architecture
How AI OS Built This Portal
One person + AI OS built 22 production modules in 2.5 months. See the difference governance makes.
Scattered API Keys
Keys in repos, env vars, Slack. No rotation policy.
Manual API Calls
Each developer picks their own model and endpoint.
Zero Audit Trail
No logs, no attribution, no evidence for compliance.
Runaway Costs
Agent loops burn budget. First alert is the bill.
Data Sources
All inputs normalized through a single gateway.
AI OS Router
Quality, cost, latency and policy-based routing.
Agent Pipeline
Orchestrated workflows with budget guards.
Portal Surface
Live cockpit with real-time metrics.
Audit Trail
Immutable event log with hash verification.
Request routed with policy, cost and audit context
Compliance
EU AI Act readiness timeline
The EU AI Act enforcement begins August 2026. Organizations need audit trails, risk classifications and human oversight workflows in place.
Discovery
- Catalog AI use cases
- Classify risk levels
- Map data flows
Implementation
- Deploy audit logging
- Configure policy engine
- Train review teams
Operations
- Monitor compliance
- Generate evidence packs
- Update risk assessments
Positioning
At the intersection of governance and multi-model control
Most tools sit in one corner — a gateway, an observability tool, or a governance suite. TVIJO is built to span both axes.
Illustrative positioning by product category, not a benchmark score. See the detailed capability comparison below.
Capability Map
AI OS vs Industry Average
Six dimensions where AI OS outperforms typical enterprise AI adoption.
Model Routing
Intelligent quality/cost/latency routing across 15+ models.
Audit Trail
Immutable event log with hash verification and export.
Budget Guards
Real-time spend tracking with forecast and block thresholds.
Agent Orchestration
Workflow orchestration with policy enforcement.
Compliance Evidence
One-click evidence packs for auditor review.
Cost Optimization
Automatic down-routing for routine tasks.
Risk Audit
3-minute AI governance health check
Answer six questions to see where your organization stands on AI governance readiness.
Research-backed governance
What METR teaches enterprise AI OS teams
METR evaluates frontier models for capabilities and risk — not marketing claims. Tvijo AI OS turns their findings into control-plane modules: risk scoring, monitorability, and uplift measurement.
Agent risk & rogue deployment
METR documents that minimal rogue deployment is already plausible for frontier agents, while surviving active security investigation is not. TVIJO AI OS maps this to permissions, sandboxing, approval gates, and kill switches.
Productivity uplift
Technical workers self-report 1.6–2.1× more valuable work in early 2026, with higher expectations for 2027. AI OS should measure value uplift, not chat volume.
Task substitution
AI changes which tasks teams take on. Uplift on old tasks ≤ uplift in value ≤ uplift on new tasks — so governance must track new task classes, not only speed.
Monitorability
Stronger agents evade weaker monitors more often. A cheap model cannot reliably police a frontier executor — layered rules plus strong judges are required.
Three AI OS modules from METR
Access scope, action class, blast radius
Rules, strong judge, human approval
Speed, value, and new-task uplift
Full research write-ups live in Tvijo Knowledge Base for staff. Public lessons start in Learn.
Use Cases
Built for teams that need AI control
Four personas. Four reasons to deploy AI governance before it becomes an audit finding.
VC Portfolio Lead
Portfolio companies adopt AI faster than governance practices converge.
Regulated Enterprise
Approval teams need evidence workflows before agents touch customer data.
One AI OS, many surfaces
Explore the Tvijo platform
An AI-built financial portal — a trading bot, market intelligence, a knowledge base and decision tooling, all in one place.
AI Trading Bot
Autonomous trading lab, strategies & signals.
Startup Directory
12,000+ tech companies scored by OSINT & GitHub.
Investment Funds
VC, PE & accelerators with portfolio links.
Knowledge Base
AI governance research, guides & articles.
Bubbles
Interactive knowledge & relationship maps.
Decision Bundles
Collaborative decision maps, nodes & votes.
Learn
Free courses on the AI OS & governance.
Market News
Live market & AI news, trends and alerts.
How TVIJO compares
One layer instead of four tools
TVIJO is not a replacement for a gateway, an observability tool, or a governance suite. It is one control plane that spans all three — routing, spend and audit evidence — so AI teams do not have to wire them together.
| Capability | TVIJO | Portkey | Langfuse | LangSmith | Credo AI |
|---|---|---|---|---|---|
| Model routing across providers | ✓ | ✓ | — | — | — |
| Budget guards / spend caps | ✓ | ✓ | — | — | — |
| BYOK key vault | ✓ | ✓ | — | — | — |
| LLM tracing & evals | Basic | Basic | Advanced | Advanced | — |
| Audit evidence export | ✓ | Partial | Partial | Partial | ✓ |
| AI governance / EU AI Act readiness | ✓ | — | — | — | ✓ |
| PII / secrets guard | ✓ | ✓ | — | — | Partial |
Each tool is excellent in its own category — Portkey as a gateway, Langfuse and LangSmith for observability, Credo AI for governance. TVIJO combines routing + spend + governance in one cockpit.
Positioning
Where AI OS fits in the landscape
AI OS sits between model providers and business applications — the control plane layer that enterprises are missing today.
OpenAI, Anthropic, Google, Meta, DeepSeek, Mistral
Routing, budget, audit, BYOK, policy engine
Support, legal, engineering, sales, compliance tools
Pricing
Start with a pilot, scale with confidence
Every plan includes model routing, audit trail and budget guards. Enterprise adds portfolio rollups and private deployment.
Enterprise
Portfolio rollups, private deployment options and compliance workflows.
portal-go — lives on tvijo.com, built on AI OS