Provisioning request intelligence
Turn infrastructure intent into a reviewable plan.
InfraRequest AI translates a developer request into structured requirements, cost context, policy checks, and an approval route. Teams receive a plan they can inspect without requiring every cloud detail in the original ticket.
InfraRequest AI Agent is one of nine specialist agents in O2 AI, the agentic operations platform from OrbOps AI.
Developer request
“We need a staging database for the payments service.”
state: ready for approval
Request transformation
From a short request to an approval-ready blueprint.
The agent interprets the requested environment and workload, identifies missing decisions, and prepares a policy-aware provisioning plan. Cost, backup, security, and ownership requirements remain visible before anything is created.
Human control
Provisioning starts after approval.
The agent prepares the blueprint. Platform owners review the plan before infrastructure changes are executed.
request.input
Need a protected staging database for a new service.
Translate the request into workload and environment requirements.
Add cost, policy, security, backup, and ownership context.
Create a provisioning blueprint and route it for review.
output.state: ready for platform approval
Prepared output
Intent becomes explicit infrastructure context.
Intent parsing
Turn a short request into explicit infrastructure requirements.
Guardrail context
Keep policy, security, backup, and cost questions visible.
Approval route
Send the prepared plan to the accountable platform owner.
Infrastructure request FAQ
Questions about intent, provisioning plans, and guardrails.
How InfraRequest AI turns a developer request into explicit infrastructure context before execution.
What is an AI infrastructure request agent?
An AI infrastructure request agent translates developer intent into explicit workload, environment, cost, security, backup, policy, and ownership requirements. InfraRequest AI exposes missing decisions and prepares an approval-ready blueprint. It reduces the cloud detail required in the original ticket without concealing what must be reviewed.
Can developers request infrastructure using natural language?
A developer can describe the intended service or environment in plain language, and InfraRequest AI can structure that request into a proposed blueprint. Assumptions, missing details, and policy-sensitive choices remain visible. The requester and platform owner can refine the plan before any infrastructure action begins.
Does the agent provision infrastructure automatically?
Provisioning begins only after the configured human or policy gate is satisfied. Before that checkpoint, InfraRequest AI prepares the requirements, cost context, guardrail checks, ownership, and deployment plan. Authorized platform owners decide whether the blueprint is appropriate and whether an exception or revision is required.
How are security and cost handled before provisioning?
The prepared blueprint includes relevant security, exposure, encryption, backup, cost, capacity, environment, and ownership questions before execution. InfraRequest AI organizes the available context and flags unresolved decisions for review. Security, finance, and platform stakeholders retain responsibility for the requirements within their authority and for final approval.
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