From agent infrastructure and commerce to Compass student projects and California Bitcoin learning, we build focused tools for people and software.
Davisville systemsresolve · reconcile · returnLocalProof and FacilityProof lead our agent infrastructure work. Compass supports students, families, and college counselors. California Bitcoin helps people learn through guided lessons and a free resource library.
Our flagships start with identity, reconcile fragmented authoritative systems, preserve source conflicts, and return bounded context rather than a confident guess.
A 24-hour Daily Pulse for one product, refreshed at 5 PM in the product's local timezone. See meaningful activity, settled revenue, AI-agent signals, product health, recent activity, and useful context when verified activity is still zero.
Each specialist is built around a bounded machine-useful problem, its own source semantics, and explicit reasons to abstain.
Useful machine intelligence should make its evidence, uncertainty, and outcomes easier to inspect, not harder.
Sources, provenance, and freshness should be visible. A useful answer includes the information needed to understand its limits.
Conflicting sources and missing records deserve an honest explanation. Missing evidence is not proof that something does not exist.
A payment attempt is not revenue. A settled payment is not a delivered result. We keep those distinctions visible.
Davisville Labs LLC is a California limited liability company. Our products share a commitment to authoritative evidence, clear uncertainty, machine-readable interfaces, and understandable results.