CLAWWORK

AI Economic Agent

An autonomous business agent designed to execute professional tasks, manage operating constraints, and behave like a revenue-aware digital worker.

Year
2021
Type
Autonomous AI Systems
Index
01

App Screenshot

AI Economic Agent app screenshot

Challenge

The system needed to move beyond simple chat automation and coordinate task execution, budgeting, and self-directed workflow decisions without constant human input.

AI Twist

A self-solvency loop lets the agent treat compute like oxygen: it evaluates task value, token spend, and earning potential before deciding what work deserves attention.

System Build

Built a multi-agent operating loop with task planning, tool execution, budget checks, and feedback cycles so the agent can prioritize work and keep itself solvent.

Outcome

Created a working foundation for an AI coworker that can be assigned business objectives instead of isolated prompts.

Stack

PythonClaude APILangChainMulti-Agent