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Industry In production

Financial Services

Trade finance, lending, reconciliation — operations where every cycle day costs revenue.

Use-case workflows

Where agents, orchestration, and human judgment remove the manual middle.

These workflows are not short on software. They are short on a durable owner for signals, exceptions, approvals, and evidence.

Industry workflows

document intake

Invoice Factoring

Submission-to-funding. Agentic extraction, validation, policy checks, human review on exceptions.

Open full walkthrough

Built walkthrough

Invoice Factoring is modeled as a real run: process diagram, live path, review packet, and evidence trail.

Details

Financial Services

Invoice Factoring Review

Process diagram

The package first branches on missing documents, then moves through extraction, buyer matching, credit policy, reviewer approval for exceptions, and funding writeback.

Operations

Invoice package

invoice, PO, POD, buyer ledger

Policy

Completeness check

required docs present?

System

Request documents

ask seller for POD or PO

Agent

Extract terms

amount, buyer, due date, tax

Agent

Buyer match

PO, receipt, terms, duplicate

Policy

Credit policy

limit, concentration, recourse

Reviewer

Credit reviewer

approve exception terms

System

Funding decision

advance rate and reserve

System

Evidence record

fields, policy, reviewer, writeback

What the diagram shows

A submitted invoice package moves through document completeness, extraction, buyer matching, concentration policy, credit approval, funding decision, and evidence capture.

250

invoice packages / day

6 -> 3

process phases

10 -> 1

people per routine deal

Ready to scope one of these for your operation?

We shadow your ops, scope the process, blueprint it, pilot it, and ship it to production. Typically 6–12 weeks to first production value.

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