Scattered data in.Closed cases out.
Classifyre reads the systems you already run and finds the signals you define — then follows them across sources, like a detective, with an AI autopilot doing the legwork between scans.
Run it on your machine
The database, the UI and the scan workers are all in the image. Everything — sources, findings, cases — stays on your machine.
docker run -d --name classifyre \ -p 3000:3000 \ --shm-size=1g \ -v classifyre-pgdata:/var/lib/postgresql/data \ -v classifyre-data:/var/lib/classifyre \ -v classifyre-uv-cache:/cache/uv \ classifyre/all-in-one:0.5.11Or run it on Kubernetes
The same core as a Helm chart, with ephemeral scan workers that scale to zero between runs and fan out as far as your estate goes. Your cluster, your data.
helm install classifyre \
oci://registry-1.docker.io/classifyre/classifyre-core \
--version 0.5.11Findings are evidence.
Cases are the product.
Most scanners stop at a findings table and wish you luck. Classifyre keeps going — every finding is evidence in an investigation somebody can actually work.
Duplicates
A finishable review queue for near-duplicates — grouped by cause, judged pair by pair.
How duplicate review works →
Scan the systems you already own
Operational databases, lakehouses, collaboration tools, analytics assets, and public content, all feeding one evidence stream.
Databases
Operational and document stores for row and collection scans.
Graph Databases
Graph-native stores with node and relationship traversal.
Warehouse & Lakehouse
Analytical compute platforms and catalog-first ingestion.
Code Repositories
Version-controlled source, configuration, and documentation.
Streaming
Event streams and message brokers sampled for content.
Web & UGC
Public-facing websites and user-generated content.
Social Media
Social and video platforms with public posts and transcripts.
Collaboration
Team communication and workspace activity streams.
Analytics & BI
Dashboards, reports, and business intelligence assets.
Other
Sources discovered in schema that have not been categorized yet.
Open your first case tonight.
Run it, point it at a system you already run, and see what the investigator finds. Everything you build carries over when you go remote with Helm.
docker run -d --name classifyre \ -p 3000:3000 \ --shm-size=1g \ -v classifyre-pgdata:/var/lib/postgresql/data \ -v classifyre-data:/var/lib/classifyre \ -v classifyre-uv-cache:/cache/uv \ classifyre/all-in-one:0.5.11