Action & orchestration
Which AI agent platforms wake on events and work across your channels?
Of 946 vendors, 677 document full coverage of how agents start and where they work: schedules, webhooks, message events, CRM and inbox events, chat, email, voice and collaboration tools. Another 205 document partial coverage and 64 document none.
Every vendor in the index is assessed against the same 14 point taxonomy from public documentation, and no vendor pays for placement. Counts on this page were measured across all 946 public vendors on September 30, 2026.
How the 946 vendors split
No public evidence means the reviewed sources did not document the capability. On this index that is a statement about the evidence, not proof that the capability is absent. See methodology.
What counts as full coverage
Full coverage means the agent can be started by something other than a person typing, through events, schedules, webhooks or inbound queues, and can reach the buyer where work already happens. Partial usually means one surface, most often a chat window inside the vendor's own product, with no event triggers and no way into email or a team channel. The question is how work reaches the agent, not how many places a person can invoke it from; five editor surfaces is breadth, not event coverage.
How to read these numbers
Customer support at 83 percent, SRE and DevOps at 79 percent and voice at 78 percent lead, and all three are categories where the trigger is the product: a ticket arrives, a phone rings, an alert fires. The browser lane trails at 22 percent because those agents are still summoned by a person at a keyboard, and every other lane clears half. The practical read is that this axis predicts whether an agent becomes part of an operation or stays a tool somebody remembers to open, and that distinction usually decides whether the pilot renews.
Leading platform for triggers & channel coverage in each use case
Picked mechanically: the highest total coverage vendor in each lane that documents full evidence on this axis, one vendor per row. Scores are out of 14.
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1. Appian, for enterprise operations agents
14 / 14Full enterprise operations agents ranking · Compare the whole lane on all 14 axes
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2. FLOWX.AI, for multi-agent platforms
14 / 14Full multi-agent platforms ranking · Compare the whole lane on all 14 axes
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3. Gumloop, for GTM and revenue agents
14 / 14Full GTM and revenue agents ranking · Compare the whole lane on all 14 axes
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4. Mastra, for agent infrastructure platforms
14 / 14Full agent infrastructure platforms ranking · Compare the whole lane on all 14 axes
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5. ServiceNow, for customer support agents
14 / 14Full customer support agents ranking · Compare the whole lane on all 14 axes
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6. UiPath, for agent builders
14 / 14Full agent builders ranking · Compare the whole lane on all 14 axes
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7. GitHub Copilot, for coding agents
13.5 / 14Full coding agents ranking · Compare the whole lane on all 14 axes
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8. Dataiku, for data analyst agents
13 / 14Full data analyst agents ranking · Compare the whole lane on all 14 axes
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9. HappyRobot, for voice agents
13 / 14Full voice agents ranking · Compare the whole lane on all 14 axes
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10. Adopt AI, for browser and computer-use agents
12.5 / 14Full browser and computer-use agents ranking · Compare the whole lane on all 14 axes
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11. Torq, for security and SOC agents
12.5 / 14Full security and SOC agents ranking · Compare the whole lane on all 14 axes
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12. Edge Delta, for SRE and DevOps agents
12 / 14Full SRE and DevOps agents ranking · Compare the whole lane on all 14 axes
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13. Innovaccer, for healthcare agents
11.5 / 14Full healthcare agents ranking · Compare the whole lane on all 14 axes
Documented coverage by use case
Share of each lane documenting full coverage on this axis. Vendors that sit in two lanes count in both, the same rule the rankings and matrices use.
| Use case | Full coverage | Share |
|---|---|---|
| SRE and DevOps agents | 35 of 37 | 95% |
| security and SOC agents | 79 of 85 | 93% |
| customer support agents | 100 of 113 | 88% |
| voice agents | 73 of 83 | 88% |
| healthcare agents | 54 of 69 | 78% |
| agent builders | 86 of 115 | 75% |
| data analyst agents | 43 of 59 | 73% |
| GTM and revenue agents | 96 of 138 | 70% |
| multi-agent platforms | 36 of 52 | 69% |
| enterprise operations agents | 205 of 297 | 69% |
| coding agents | 44 of 64 | 69% |
| browser and computer-use agents | 26 of 42 | 62% |
| agent infrastructure platforms | 112 of 186 | 60% |
Recent verified changes from the vendors named above
Capability coverage is not a static picture. These are the most recent sourced change log entries for the platforms listed above, newest first, one per vendor. Scores on this page update as entries like these are verified.
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Gumloop agent capability
Medium impactUsers can now text Gumball, Gumloop's personal agent, over iMessage, RCS or SMS to start a task, get replies in the same thread and approve steps by text. It is a public beta that admins can switch off by role.
September 29, 2026 · Partially Verified · All Gumloop changes
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FLOWX.AI agent capability
High impactFlowX.AI 5.13.0 adds an AI agent to its Designer that surveys an existing app, drafts a plan from a plain language request, then builds or edits processes, screens, workflows and data types. It runs only after the builder confirms the plan and reviews each step, works on its own branch, and refuses destructive changes such as deleting a process with live instances.
September 28, 2026 · Verified · All FLOWX.AI changes
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Dataiku integrations
High impactDataiku launched Cobuild on Snowflake, which combines Snowflake Cortex AI's model access with Dataiku's orchestration layer so users can build and validate AI workflows and agents in plain language.
September 15, 2026 · Partially Verified · All Dataiku changes
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GitHub Copilot agent capability
Medium impactGitHub Copilot code review gained auto-resolution of review comments and updated analysis behavior, so the reviewing agent can close out its own findings rather than only reporting them.
September 11, 2026 · Verified · All GitHub Copilot changes
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Mastra agent capability
Medium impactMastra introduced Filesystem Skills for Workspaces, enabling reusable skills for multi-agent systems.
September 11, 2026 · Verified · All Mastra changes
Full change log · updated weekly across the whole index
Questions buyers ask
What counts as a trigger?
Anything that starts an agent without a person prompting it: a schedule, a webhook, an inbound message, a CRM update, an inbox rule or a monitoring alert.
Is channel coverage the same as integrations?
No. Integrations are what an agent can act on. Channels are where the agent meets people. A platform can write to fifty systems and still only be reachable inside its own console.
Why do browser agents score low here?
Because most are handed a task by a person in a live session. Scheduled and event triggered runs exist, and they are the specific thing to look for if you want the agent to work without someone at the keyboard.
The other 13 axes
No single axis decides a shortlist. Buyers who care about this one usually check prebuilt agents, templates & packs and model flexibility & routing next, or open the full taxonomy to see how the 14 axes fit together.