Malleable vs. Manus

Manus is an AI agent for one-off work like reports, slides and websites. Its own tagline is “Less structure, more intelligence.” Malleable is for work that repeats, where you want both: your team's steps, and AI judgment inside them.

In common: Both act across connected apps and can run work on a schedule.

The main difference

Who decides the steps?

Manus

Manus does. It plans each task itself from your request, and each scheduled run plans it again.

Malleable

Your team does. You describe the work in plain English, and Malleable lays out the steps every run follows. The AI uses judgment only at the steps where you allow it.

Side by side

How they compare

Each row is something you can check in a demo, or in the other tool's docs.

Fixed steps and AI judgment
Manus
The AI works out every task. Advanced automations (beta) add conditions.
Malleable
An AI agent runs the whole operation and works out cases nobody planned for. Your team locks the steps that must run the same way every time.
People outside your company
Manus
Everyone on a shared task needs a Manus account.
Malleable
Anyone can answer from a secure link, with no account.
Cost at volume
Manus
Every scheduled run plans its steps again.
Malleable
The steps are worked out once, so each run uses smaller, cheaper models.

When to choose Malleable

  • The work crosses teams and waits on people, inside or outside your company.
  • The same work comes up again and again, and parts of it need judgment.
  • The people who run it need to change it themselves.
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