ReverseML Mini runs locally, works with your private documents, adapts to available hardware, and gradually learns recurring workflows in shadow mode.
Private by design. Measured, not mocked.
Learns your approved context locally and improves with use — nothing leaves the device.
Adapts to CPU, RAM, battery and thermal limits, choosing a run mode automatically.
Answers from your PDFs, spreadsheets and docs with page, cell or paragraph references.
personalization in the current memory benchmark
measured inference change from runtime tuning
grounded PDF test answers with correct sources
Current internal reproducible benchmarks. Results may vary by device and data. See the proof →
Mini observes authorized workflows in shadow mode, discovers recurring process patterns and predicts the next likely step — without executing it.
Research and future integration targets. Not currently certified autonomous-control products.