In Active BuildPrimary commercial wedge
Revenue Recovery
Audit recent business activity, surface missed revenue opportunities, flag urgent issues, and help service businesses act faster on what matters most.
Sovereign Swarm
AI products and automation systems built for real-world operations.
Sovereign Swarm builds focused systems for revenue recovery, workflow automation, accountant-friendly financial output, and adaptive multi-agent reasoning.
Focused products under one system-driven brand.
Each product is built around a clear use case, a real workflow, and a clear path to learn more.
MVPAccountant-friendly output
Crypto Wallet Accounting
Turn wallet activity into organized workbook output with normalization, classification, pricing support, and a cleaner handoff for accountant review.
Live DemoTechnical credibility
Nexus
An adaptive multi-agent reasoning system built to route, challenge, validate, and synthesize stronger final outputs.
Built around concrete operational jobs.
Each product is designed around a specific workflow that needs to be clearer, faster, and more useful in practice—from revenue leakage and customer follow-up to accountant-ready outputs and adaptive reasoning.
Revenue recoveryReview recent business activity, surface missed follow-ups, and flag urgent issues that need attention.
Financial outputTurn wallet activity into structured workbook output that is easier for an accountant to review.
Adaptive reasoningRoute questions appropriately, pressure-test candidate answers, and synthesize stronger final responses.
Direct evaluationUse product pages, demos, repositories, videos, and screenshots to review the work more directly.
Demos, repositories, and working product evidence.
Explore the work through live demos where available, public repositories, demo videos, screenshots, workbook output, and product pages that explain what each system is built to do.
- Revenue Recovery audit screens and flagged opportunity views
- Nexus live demo, product page, and public repository
- Crypto Wallet demo video, product page, and workbook output
- Public GitHub profile for direct review
About Sovereign Swarm
Built with an operator mindset.
Sovereign Swarm is built by James Vigiano, a solo operator focused on designing and shipping practical AI systems for real-world workflows. The work spans workflow automation, financial output systems, and adaptive reasoning products.
Contact
Explore the products or request a demo.
Explore the product that best matches your workflow, use case, or evaluation path.