Starcycle

Defense OS: Agentic AI Workflow Engine
Applicant Administration Software TRL 6 3-5 people

Overview

Administrative drag in regulated, multi-party workflows delays fielding and starves warfighters of timely capability.

Problem

Entrepreneurs get plenty of help starting a business and very little help running the complex, regulation-heavy administrative side of it, including the often-overlooked, high-stakes work of properly closing one down.

Solution

Starcycle positions itself as "your AI co-founder": an AI-driven platform that guides small-business owners through complex administrative workflows end-to-end, pairing automated guidance with human-in-the-loop support, including LLC dissolution, deregistration, and compliance filings when winding a business down.

Field Validation

Live, publicly available product. Partnered with Warp on employee-management workflows for businesses in wind-down, and hosted a business-shutdown workshop with NYU Tandon.

Team

Co-founded by CEO Jaclyn Siu (previously founder of Wearhou) and CTO Luke Schantz (IBM Developer Ecosystem / Red Hat background).

Primary User

Small-business owners and founders, particularly those restructuring or closing a company.