Douglas
Bradley

AI architect building document-processing agents where the agent grades and explains, and a person makes the call.

A Invoice 4471 Matches the PO. Within remaining budget, vendor and bank details unchanged.

C Invoice 4472 Over budget. Exceeds the cost center's remaining quarterly budget by 18%.

D Invoice 4473 Possible fraud. Remit-to bank account changed since the last payment to this vendor.

Every documentHuman review

An illustration of the pattern, not real data. The agent ranks and explains; reviewers start with the riskiest.

How I build

I design agentic systems for document-heavy financial work: invoices, purchase orders, loan files. The agent reads each document, checks it against the context it needs, grades the risk, and writes down its reasoning.

People stay in charge of the decision. The agent's job is to make sure reviewers know exactly where to look and why, so autonomy can grow only as the grades prove reliable.

Work

AP automation and invoice review Fraxion, Senior Architect
Architecture and product design for an AP automation platform, including an invoice grading agent that flags budget and fraud indicators for human review.
Mortgage document intake agent Personal project, in progress
An agent that classifies and checks incoming loan documents, applying the same graded-review pattern to mortgage intake.
Mortgage loan origination software Byte Software, Software Engineer
Earlier work on the BytePro loan origination system, where I learned how mortgage files actually move.

How I build

Work

Elsewhere