MuleSoft IDP
The document is the intake. The record is the work.
The first week is in the org, reading what already exists. IDP turns files into fields. Anypoint writes them where the process already lives. A person reviews what the model should not sign. The honest no: if the work is a software factory with a named delivery date, we are the wrong partner.
Certified Partner since 2010 · MVP Hall of Fame · 200+ agents in production · UAE and US desks
Five problems
Document work is five jobs, not one model.
- 01
Classification
What type of document is this
- 02
Extraction
Which fields · How they relate
- 03
Validation
Totals · Allowed items · Required parties
- 04
Human review
Exceptions · Low confidence · Policy holds
- 05
Integration
Salesforce · ERP · Case or invoice
- 06
Insights
What failed · What a person had to touch
Mermaid source
flowchart TD
A["Classification: what is this file?"] --> B["Extraction: which fields, how related"]
B --> C["Validation: do the totals hold"]
C --> D["Human review: exceptions only"]
D --> E["Integration: write to Salesforce or ERP"]
E --> F["Insights: what the trail shows"]Personas
Business user, developer, reviewer.
IDP is not a data-science project. It is an operations desk with a model underneath.
Trust
Einstein for IDP. Trust Layer still applies.
Prompt-based extraction sits behind the same controls as the rest of the Salesforce AI stack. We will not skip that because a demo extracted an invoice.
Adjacent
Composer and RPA sit next to IDP. They are not IDP.
A click-path robot and a document action are different jobs. We will not sell one as the other.
Questions
What we actually say.
- Is IDP the same as an agent?
- No. IDP structures a document. An agent may call IDP as a tool. Governance still sits on the gateway and the reviewer queue.
- Do you skip human review in production?
- No. High-confidence fields can auto-post. Money, identity, and policy holds stay on a person until the evals say otherwise.
Next
What to read next.
The brief · one email
Send one document type.
We will tell you whether IDP earns the seat, or whether the file should stay a person.
