The Hybrid Cloud
AI Factory.
The control plane that builds, governs, deploys, and monetizes AI agents — across every cloud, private infrastructure, and sovereign environments. One platform, from data to production.
Everyone has AI pilots. Few have a factory.
Models sprawl. Tools multiply. Nothing reaches production — and sovereign data is off-limits to public APIs. DAIRO turns pilots into product: six layers on one control plane, from data to production.
Freedom to innovate.
Confidence to move.
Power to endure.
Six layers. One control plane.
Everything an agent needs to reach production — runtime, data, governance, lifecycle, monetization, and sovereign compute.
Agent Runtime
Build agents once. Run them anywhere.
Five agent architectures — Function, ReAct, Parallel, Router, Orchestrator — and four model providers behind one abstraction. Prompts, guardrails, tools, and memory are versioned, with per-tenant keys.
Data Flywheel
Every run makes the next one better.
Connect PostgreSQL, S3, and more — DAIRO ingests, chunks, and embeds into versioned knowledge bases. Every production trace becomes tomorrow's eval and fine-tuning data.
Governance
Isolate. Cap. Audit.
Org, team, and user isolation with quotas, budget caps, and per-tenant policy over providers, models, and tools — enforced by the platform, not by convention.
Orchestration & Lifecycle
Agents ship like software.
Every prompt, tool, and model change moves through eval gates, staging, and approval. Regressions roll back automatically; golden blueprints keep teams inside the guardrails.
Monetization
Meter. Price. Invoice.
Every token metered, priced, and invoiced — per-token or per-run — with tenant invoicing across Starter, Team, Enterprise, and Sovereign tiers.
Sovereign Compute
Sovereign by design.
Public model APIs when you want them; private GPU serving when you must. The router targets your internal models — data never leaves your boundary.
The factory floor is already live.
Every layer above runs on DAIRO's multi-cloud control plane — clusters, GitOps, mesh, security, data, and observability. In production today.
Cluster management
See every cluster, every cloud — in one place.
Workload portability
Move workloads. Keep governance.
DAIRO Sync · GitOps
Git is truth. DAIRO does the rest.
DAIRO Mesh · Connectivity
Connect securely. Govern centrally.
Security & resilience
Trust, audit, and recover — by design.
Monitoring & alerting
Observe everything. Get alerted on what matters.
Delivered by DAIRO Mesh, DAIRO Sync, and DAIRO Provisioner — running on AWS EKS, Azure AKS, Google GKE, vSphere, OpenShift, Rancher, and on-prem.
In production. At scale. Today.
DAIRO at Red Hat Summit 2026.
What is DAIRO? The Data AI Resource Orchestrator, unveiled in our own words — the platform that became The Hybrid Cloud AI Factory.