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It does the work

End-to-end orchestration

An AI agent runs your operation from start to finish, across your apps and people, following the steps your team set.

A shipment email starts a run. Each step does its part across your apps, and the run waits for the ops manager to decide on a discount.

How it works

  • What starts a runA form someone fills in, an email, a Slack or Teams message, an event in another app, or a schedule.
  • It follows your stepsAn AI agent takes each run from the first step to the last, using the guidance your team wrote in plain English.
  • It handles the messy partsAt the steps where you allow it, the AI uses judgment, like reading an unusual request or deciding who to ask.
  • It brings people inWhen a step needs someone, the run sends them a form and waits, for days if needed.
  • You can see every runEvery run records what the AI did and what people decided.
An email trigger: a run starts when a supplier emails an invoice to the operation's inboxA schedule trigger: a weekly pipeline review every Monday at 9:00 AM
Two of the ways a run can start, as they look in the product: an email inbox and a weekly schedule.

For example

A vendor emails an invoice. Malleable reads it, matches it to the purchase order, and checks the price against your price list. The price went up, so it asks the buyer whether to accept it. Once they answer, it updates the record and lets the vendor know.

See a full operation like this →

More detail in the docs: Running workflows →

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