Focused products for people and AI agents.
Davisville Labs builds narrow, useful systems in domains where better structure, evidence, and software can remove real work.
Active products
Each product has its own audience and domain. Davisville Labs provides the shared product, engineering, and operating foundation behind them.
Compass
A student-centered platform for exploring majors, building meaningful high school projects, preserving reflection, and turning real experiences into stronger future applications.
Explore Compass → Bitcoin intelligenceCalifornia Bitcoin
A Bitcoin-only learning and specialist intelligence service built for people and increasingly for AI agents that need trustworthy Bitcoin research and verification.
Visit California Bitcoin → Agent-native SEC intelligenceFiledProof
Primary-source SEC filing intelligence for AI agents, with exact evidence, guarded verification, reusable disclosure lineage, and recurring research workflows.
Visit FiledProof →Specialists, not everything apps.
Davisville Labs favors focused products that become more useful as their domain knowledge, structure, and workflows improve. New systems are expected to earn their place through real usage rather than feature count.
- Start with a clear user or agent job.
- Use authoritative evidence where trust matters.
- Automate repetitive work instead of creating operator chores.
- Keep fixed infrastructure costs low while validating demand.
- Build reusable foundations across products without forcing every product into the same shape.