Provenance Ops
Workflow Automation // 04.2026

The Agentic
CFO Layer

Deploy specialized AI models to continuously monitor accounts receivable and automate context aware invoice chases without alienating key customers

The Context Gap

Analysis // AR-88

Generic automation tools lack historical context

They do not know that Client A is the sellers brother in law or that Client B always pays on day forty five because of their rigid AP cycle

The Provenance Principle

Agents should not try to run the business but do the repetitive first pass work and gather context from the operating graph

Relentless Execution

Agent State // Active

Continuous Monitoring

The Agentic CFO watches the aging report around the clock

Human Approval Queue

Drafted emails are pushed into your Weekly Operator Brief for a single click sign off