A queue is a queue. One backbone, every decision visible.
Disputes, refunds, reconciliations, tickets, exceptions. The work differs, the shape doesn't. And every decision Operate makes on that work is readable, testable, and re-runnable exactly the way it was made. The control story that gets you past risk review without scaling back what the agent can do.
Operate vs. the common approaches to operational AI.
A capability comparison across the main categories teams reach for: chatbots, embedded AI, automation, orchestration, and autonomous agents.
Scroll the table sideways to see every column →
AI Chatbots & Copilots Answer questions, draft text |
Embedded "AI Features" Summarize / suggest, bolted into your tools |
RPA / Process Automation Scripts that click through tasks |
Orchestration / BPM Runs flows you fully pre-design |
Autonomous AI Agents Act with judgment, but ungoverned |
Operate Understands, acts, and answers to you |
|
|---|---|---|---|---|---|---|
| Understands the work | ||||||
| Grounded in your actual data model and process | ✕ | ✕ | ✕ | ~ | ~ | ✓ |
| Handles exceptions that need judgment, not just fixed rules | ~ | ~ | ✕ | ✕ | ✓ | ✓ |
| Answers data questions and shows its work | ✕ | ~ | ✕ | ✕ | ✕ | ✓ |
| Does the work | ||||||
| Takes action end-to-end on your systems | ✕ | ~ | ✓ | ✓ | ✓ | ✓ |
| Operates in your existing channels (email, Teams, Slack, calls) | ~ | ✕ | ✕ | ✕ | ~ | ✓ |
| Adapts when the underlying system changes | ~ | ~ | ✕ | ~ | ~ | ✓ |
| You stay in command | ||||||
| Autonomy is tunable per stream of work | ✕ | ✕ | ✕ | ~ | ✕ | ✓ |
| Logic is transparent: readable and testable | ✕ | ✕ | ~ | ✓ | ✕ | ✓ |
| Guardrails on money / contract actions, with a replayable audit trail | ✕ | ✕ | ~ | ~ | ✕ | ✓ |
Comparison reflects the typical capability profile of each category, not any single product. Categories overlap in practice; the point is the shape of what each is built to do.
Each category does part of the job well. Operate is the one that combines grounded understanding, end-to-end action, and governed control in a single system.
Every action. Every decision. Every reason. Visible.
"Autonomous" should not mean unaccountable. Operate is a glass box. Every workflow is an editable decision flow your team can read, test on real cases, and own. Every decision compiles from a plain-language statement a human owns into a deterministic script, hash-pinned. The picture on the canvas and the code the agent runs can never drift.
Any past decision re-runs exactly.
The runtime separates logic from data. Fixed logic over today's data. Every live call a decision makes is recorded alongside its trace, so any past decision replays exactly. Same inputs. No network. Same outcome.
For an auditor
Pick any decision from any past run. Replay it locally. Get the same inputs, the same intermediate calls, the same final outcome. Verifiable, without touching production.
For your engineers
The same recordings double as a regression-test corpus. A change that would break a real-world decision is caught before it ships.
Put your most capable colleague to work.
Operate is rolling out in early access. Tell us which queue is buried, and we'll show you what it can clear first.
No spam. An invite when it's your turn.