Applied AI / Built in the work

AI coworkers,
put to work.

Epoch Forge builds practical AI coworkers, the operations that make them reliable, and experiments in machine-assisted work.

01 / What is Epoch Forge?

A working lab for useful, accountable AI systems.

Practical AI coworkers, agent operations, and experiments in machine-assisted work—tested against real constraints such as cost, privacy, judgment, and handoffs.

02 / Current work

Four active lines of inquiry.

01

Finance agents

Agents for accounts payable, financial review, and decision support.

02

Agent operations

Controls, budgets, monitoring, and audit trails for systems that do work.

03

Local / private AI

Model and tool stacks that keep sensitive work under local control.

04

Workflow automation

Inspectable, human-governed systems for repeated operational work.

03 / Proof

Show the economics, not just the demo.

First study

AP Agent Economics

Measuring the practical economics of an accounts-payable agent: time returned, operating cost, interventions, and exceptions.

Next on the bench: Audit Review Agent SACS financial intelligence Local agent stack

04 / Field notes

Notes from the build floor.

Decisions, failures, experiments, and patterns worth carrying into the next system. The first notes will land here.

Field Notes permalink

05 / Contact

Have a real workflow worth improving?