Local AI foundations
Stabilizing model lifecycles, permission boundaries, storage, and device-level runtime proof.
CurrentDirection without
false certainty.
R2H plans in evidence-backed stages. Directions evolve as products, runtimes, and device validation reveal better paths.
Planning note
This roadmap communicates focus, not guaranteed dates or release commitments.
- 01
Now - 02
Near term Product runtime stabilization
Turning verified internal capability into dependable Android and desktop experiences.
Near term - 03
Direction Cross-product knowledge core
Exploring reusable local knowledge infrastructure without merging product trust boundaries.
Direction - 04
Research On-device personalization
Testing private, resource-aware adaptation that stays explainable and reversible.
Research - 05
Long term Desktop + Android ecosystem
Selective local interoperability with explicit ownership and capability truth.
Long term
Private intelligence is not a feature.
It is the architecture.
R2H builds local-first intelligent systems designed to remain capable, private, inspectable, and useful without depending on remote infrastructure.