What is agent operations platform?
An agent operations platform is the system that runs and oversees durable agent teams in production — not the model, and not a single workflow. It owns the operational loop: give agents tools, fire them on schedules, let them remember, gate the risky steps, and record everything so a team can trust and inspect the work.
What it isn't
Honest boundaries
Defining a category means saying what it is not — so adjacent tools aren't conflated.
- Not an LLM — it uses models, but the platform is the runtime and oversight around them.
- Not a no-code zap builder — the operating model is code-backed, not a visual flow you outgrow.
- Not an iPaaS integration suite — the unit is a team of agents with memory and oversight, not a catalogue of recipes.
From
Work that lives only in a founder's head or scattered scripts — re-explained to every new person, lost when someone leaves.
To
The org's operating model captured in agents, workflows, memory, and tools — reliable, trustworthy, and scalable, refined instead of re-explained.
What to look for
A buyer's checklist
The questions that separate a runtime built for production from a tool built for demos.
The whole loop, not pieces
Does it bundle hosted execution, persistent agents, code workflows, and oversight — or do you assemble and glue each part yourself?
A system of record
Is there durable state (memory, tables) the agents own and build on, or is every run stateless?
Oversight as a product surface
Can a non-coding teammate watch, approve, and audit — without you building it?
Per-team isolation
Does each team get its own isolated environment, or does state bleed between orgs?
Where OrgSDK fits
OrgSDK is built as an agent operations platform: the hosted runtime, persistent teams, code workflows, durable state, approvals, audit, and a multi-user dashboard are one product — not pieces to assemble. The architecture page explains the guarantees behind tenant separation and durable state.
See the product