AI Native WorkshopGo from AI experimentation to AI-native execution across your organization.
Solutions

The building blocks for agentic software, on your cloud.

Every team already has agents. What they lack is a path for those agents to act on infrastructure without a human in the loop. The use cases below are compositions of the same Qovery primitives - one governed API, on-demand environments, RBAC and cost controls. Your platform team composes its own on top, with data that never leaves your cloud.

Use cases

A few we built. Unlimited you can build.

Each card composes the same four Qovery primitives, so your team isn't limited to this list. Cards with a purple border have a dedicated page - click to dive in.

Primitives
APIControl-plane API
ENVOn-demand environments
RBACRBAC & governance
COSTCost controls
AI agents01
Build with AI, deploy with Qovery
Claude, Cursor or any coding agent builds. Qovery ships it - governed by construction.
APIRBAC
Explore use case
AI agents02
Spec to Production
A Linear or Jira ticket triggers an agent sandbox - code, test, iterate, open a PR.
APIENV
AI agents03
Agent sandboxes
Isolated compute where autonomous agents act freely - and never touch production.
ENVRBACCOST
Dev velocity04
Kill the staging bottleneck
Ephemeral staging per team or feature. Nobody queues for the shared environment.
ENV
Explore use case
Dev velocity05
Bug reproduction on demand
Clone production configuration into an isolated environment. Debug without risk.
ENVRBAC
Dev velocity06
Preview environments on every PR
A full ephemeral stack per pull request, torn down when it closes. No infra tickets.
ENVCOST
Explore use case
Beyond engineering07
Anyone is a Builder
Lovable for Enterprise - business teams describe what they need. The platform makes it safe.
APIRBACCOST
Beyond engineering08
Sales demo environments
A fresh, isolated demo per prospect in minutes - not a shared instance that breaks.
ENVCOST
Beyond engineering09
Internal tools without a backlog
Ops and finance ship their own dashboards. No infra ticket, no waiting on eng.
APIRBAC
Platform & governance10
Single-tenant SaaS
One governed environment per customer - isolation and cost tracking built in.
ENVRBACCOST
Platform & governance11
FinOps guardrails
Quotas, auto-sleep and OpenCost showback per team. No surprise bills.
COST
Platform & governance12
Audit-ready by default
Every action goes through the control plane, so the evidence already exists.
APIRBAC
Agent runtime13
Self-hosted agent sandboxes
The sandbox category, on your cloud - code and data never visit a third-party provider.
ENVRBACCOST
Agent runtime14
Agent registry & identity
Every agent onboarded, scoped and retired - short-lived credentials, full audit.
APIRBAC
Sovereignty15
Private RAG on your data
Vector DB, embeddings, logs and eval systems all stay in your cloud.
ENVRBAC
Sovereignty16
Inference-time residency
Route sensitive queries to in-jurisdiction infrastructure - residency at inference, not just storage.
APIRBAC
Sovereignty17
Shadow-AI consolidation
Replace ungoverned agent sprawl with one sanctioned, audited control plane.
APIRBACCOST
Agent runtime18
Governed low-code agents
A safe home for department-built agents - governed centrally, deployed on your infra.
APIRBAC
Agent runtime19
Data-analyst workspaces
Notebooks and analysis agents against access-scoped real data - auto-torn-down.
ENVCOST
Build your own+
Your composition here
Same primitives, your use case. If your team can describe it, the platform can govern it.
Talk with our team
Bring your own use case

Three we built. Unlimited you can build.

Every use case is composed from the same four primitives, behind one governed doorway - on your cloud. The platform provides building blocks, not opinionated agents.

Coding agents
Developers
Non-technical builders
Use cases
Open-ended by design
01
Build with AI, deploy with Qovery
Claude, Cursor or any coding agent builds. Qovery ships it - governed by construction.
02
Ephemeral environments
A full stack per pull request, torn down when it closes.
03
Governed agent operations
Agents provision, deploy and roll back through one policy-checked API.
+
Build your own
Compose the same primitives into a use case we never imagined.
Control plane
4 primitives · every action audited
Control-plane API
One governed doorway - every human and agent acts through it.
Audited by construction
On-demand environments
Isolated, fully-configured environments as a first-class primitive. A live URL in minutes.
RBAC & governance
Least-privilege access on your existing identity model. Nobody is admin everywhere.
Cost controls
Quotas, auto-deletion and OpenCost - a runaway agent never becomes a surprise bill.
Control plane governs · data plane stays yours
Your infrastructure
Your infrastructure. Your data. Your cloud.
Application data never leaves it. Qovery doesn't resell compute - it makes the infrastructure you already own safely operable by agents.
AWS
GCP
Azure
Scaleway
On-prem
Kubernetes
Building blocks, not opinionated agents.
By role

Built for how you work.

4 roles, one execution path. Same policy checks, same audit trail, whoever - or whatever - asked for the change.

Agents ship fast. Guardrails keep them safe.

Qovery ensures every agent action is scoped, audited, and policy-checked. Start in under 10 minutes.