Adaptive Safety-Constrained Water Control Systems

The project addresses preventable residential injury risks associated with:

  • Scald exposure
  • Temperature instability
  • Fall risk from unnecessary physical adjustment
  • Limited accessibility in plumbing fixtures

The proposed system combines AI-assisted interpretation with embedded control constraints to ensure that unsafe operating conditions cannot be executed, regardless of user input.

Current work is focused on feasibility validation and prototype development under a structured R&D plan.

Ollie AI is developing a safety-constrained adaptive water control system that integrates voice-based command interpretation with hardware-enforced temperature and flow limits.

The innovation centers on a layered control architecture that integrates:

  • Voice-command interpretation
  • Real-time thermal and flow sensing
  • Embedded safety override logic
  • Physical constraint enforcement at the hardware level

Unlike conventional thermostatic mixing valves or smart faucet add-ons, the system enforces safety limits independent of user command execution. This constraint-based design prioritizes deterministic safety outcomes rather than interface convenience.

Safety & Reduced Movement Risk Mitigation

Bathroom and kitchen environments present elevated fall risk due to wet surfaces and balance-sensitive positioning. Traditional water controls require repetitive reaching, gripping, leaning, or repositioning.

The proposed hands-free control capability reduces unnecessary physical adjustment, lowering destabilization risk near wet fixtures. By minimizing movement demand while enforcing safe temperature boundaries, the system addresses two independent but compounding residential injury vectors: thermal injury and fall risk.