Agent systems
Tools, permissions, and approval workflows for agents working with business data.
AI systems & workflow automation.
Independent engineering by Samuel S. I build integrations and tools for teams working with Azure and Microsoft 365.
Services
Workflow automation
Integrations across models, APIs, and the systems your team already uses.
Architecture review
Design and code review, with specific findings and a plan for the changes.
Selected work
All workDocument extraction
Compare model outputs, validate fields, and route disagreements to a reviewer.
Case study
AI governance
A use-case registry inside Teams and SharePoint, with access controls and recorded reviews.
Case study
Spire
The interface I build for my own infrastructure. Service evidence, tasks, and reviewed actions.
Architecture
Writing
All notesAbout
I'm Samuel, the engineer behind Althor Labs. My work spans Microsoft's cloud and business tools, TypeScript, and Python. This site collects client projects, technical notes, and the systems I build in my own lab.
Washington, D.C. / Remote