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Most agent demos stop at chat.

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00:00:03,028 --> 00:00:08,434
Constellation shows what teams actually buy: browser-native
execution in live operations,

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visible changes, and human approval before anything leaves the
page.

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WebMCP is the unlock.

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00:00:15,351 --> 00:00:20,145
The page exposes narrow local tools only when they make sense,

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00:00:20,145 --> 00:00:23,632
so agent speed keeps control, audit, and recovery.

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00:00:23,892 --> 00:00:28,437
One agent pass chooses the venue, builds the vegetarian menu,
budgets

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00:00:28,437 --> 00:00:32,981
the room, drafts the invite, and assembles the run of show.

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00:00:33,241 --> 00:00:36,482
The plan lands directly in the product surface.

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00:00:36,482 --> 00:00:40,939
Panels fill in, and the trace shows the WebMCP calls behind

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00:00:40,939 --> 00:00:41,749
each decision.

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00:00:42,009 --> 00:00:47,629
Now Launch Shock Drill changes the situation: twelve sponsor
VIPs, no

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00:00:47,629 --> 00:00:50,183
extra budget, vegetarian menu stays.

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00:00:50,443 --> 00:00:52,687
That state change unlocks recovery.

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00:00:52,687 --> 00:00:57,624
The agent replans only after the constraint exists, inside the
same

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budget.

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00:00:58,333 --> 00:01:02,429
The recovered plan covers fifty two guests, keeps the menu,
holds

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the two thousand five hundred dollar cap, and preserves a one

19
00:01:06,524 --> 00:01:08,386
hundred twenty six dollar buffer.

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00:01:08,646 --> 00:01:10,786
Approval still gates the artifact.

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00:01:10,786 --> 00:01:15,493
The agent stages the revision, but export only unlocks after
the

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human approves.

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00:01:16,609 --> 00:01:22,264
The runbook captures venue, menu, budget, invite, timeline,
and Shock Recovery

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provenance in one trace-backed markdown artifact.

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00:01:25,609 --> 00:01:28,007
Finally, handoff closes the loop.

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00:01:28,007 --> 00:01:33,282
The approved plan becomes Calendar, ICS, email, a Slack Block
Kit

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message, and automation JSON.

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00:01:35,200 --> 00:01:40,475
No OAuth is needed for the demo, but the integration contract

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is real.