Lucenia is built for organizations whose data is spatial, multimodal, and subject to strict custody requirements. In these environments the alternative is not a competing product — it is three or four systems, a custom integration layer, and an accreditation package for each one.
Consolidating retrieval into one system reduces cost, risk, and time-to-authority in the same motion: fewer data copies to secure, fewer systems to accredit, and one team accountable for the result.
Analysts ask questions that span geometry, imagery, and reporting at once. Lucenia answers them in a single query, inside a SCIF, with FIPS-validated cryptography and a complete audit trail — one accreditation package instead of four.
Constellation archives grow faster than any ingest budget. With index-free search, the archive is queryable where it sits in object storage, and only the slices customers actually use are promoted to full search. See a live Sentinel-2 catalog →
Exposure books are geometry; event response is imagery change detection; decades of historical data sit in cold Parquet. One engine runs the exposure rollup next to the footprint intersection, on infrastructure your regulators can inspect.
Investigative retrieval on data that cannot legally leave the perimeter, where every access must be logged and defensible in court. By-reference multimodal search with field-level access control.
Utilities and grid operators monitor fixed assets against recurring imagery. Asset geometry, inspection records, and change detection in one query — on networks that are themselves a regulated security boundary.
Program teams integrating search, vectors, and GIS into a delivered system carry every component through accreditation. Replacing three subsystems and their glue with one shortens the path to ATO and reduces sustainment cost for the life of the program.
| Requirement | How Lucenia answers it |
|---|---|
| Data cannot leave | every deployment model keeps data inside your trust boundary — including managed cloud |
| Spatial + semantic together | geometry, text, and vectors rank in one query — no join layer to build or defend |
| Archives too big to ingest | index-free search makes cold data queryable at storage cost |
| Accreditation burden | one system to authorize instead of three or four, with FIPS 140-2/3 and audit logging built in |
| Long program lifecycles | Apache 2.0 core and self-hosted deployment — no vendor you cannot outlast |
Bring the query your current stack can’t answer — that conversation takes thirty minutes.