Malleable compared with Fillout

A form is one step. Malleable runs the whole operation.

Fillout and Malleable both collect adaptive, structured input and use it to drive connected work. Fillout centers the system on forms and the workflows attached to them. Malleable generates the input experience an operation needs, then carries the work through every later stage, decision, and system.

Shared foundation

What Malleable and Fillout have in common.

Adaptive collection

Both can tailor questions using prior answers, known data, and conditional logic.

Connected systems

Both can read from and write to the business applications involved in the work.

Submission workflows

Both can continue work after input arrives with branches, notifications, delays, approvals, and other actions.

AI on responses

Both can use models to summarize, classify, generate, or extract information from submitted context.

The main difference

Is the form the workflow—or one step inside it?

Fillout

A Fillout builder creates the form, defines its conditional paths and integrations, and attaches workflows that react to form or scheduling events.

Malleable

Domain experts define the complete operation. Malleable produces the input experience required by the current run and carries that context through every later stage and handoff.

Side by side

What follows from that difference.

Fillout

Malleable

System boundary

Fillout

Fillout starts with a form or scheduler and processes its submission

Malleable

Malleable coordinates the complete operation from intake to outcome

Input experience

Fillout

A builder preconfigures fields, branches, prefills, calculations, and validation

Malleable

Agentic Forms use live context to focus questions and follow up

Authorship

Fillout

A builder translates the process into form rules, mappings, and actions

Malleable

Domain experts define the complete operation and its judgment directly

AI judgment

Fillout

AI actions operate on selected inputs at configured workflow steps

Malleable

Bounded judgment uses the full run context wherever interpretation is needed

Human decisions

Fillout

Approval steps collect a decision and follow a configured branch

Malleable

Handoffs bring in the decision owner with context and consequences assembled

End-to-end record

Fillout

History begins with the submission and its attached workflow

Malleable

One record connects intake, rationale, agent actions, and human decisions