Claude
Claude does, each time. It works out each task from your instructions, so the same routine can go differently from one run to the next.
Malleable vs. Claude
Claude researches, writes and acts in your apps, and Claude Tag can turn a Slack thread into a routine. Malleable is for work where some steps must go the same way every time and others need judgment.
In common: Both start from plain English and act through your connected apps.
The main difference
Who decides the steps?
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.
Claude
Malleable
Fixed steps and AI judgment
Claude
The AI works out every step, on every run.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
Claude
Slack guests can talk to it, but can't approve anything.Malleable
Anyone can answer from a secure link, with no account.Cost at volume
Claude
Every run works out the steps again.Malleable
The steps are worked out once, so each run uses smaller, cheaper models.Already using Claude?
Use Malleable from Claude. Through Malleable's MCP server, Claude can list, build, change and run your operations.
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.