Solution

What's next

Oddity started with real-time aggression detection. Here is what we are building next, using the same privacy-first approach and working with your existing cameras.

Clock
Coming soon

Self-Injurious Behavior (SIB) detection

Pilot / validation

Detects repetitive, forceful self-injurious behavior such as head-banging or self-hitting, and alerts staff in real time so they can intervene early.

  • Works with your existing cameras
  • Designed for residential and day program settings
  • No audio, no facial recognition
Development
In development

Restraint detection

R&D

Identifies physical holds and prolonged immobilization between staff and residents, helping organizations document and review restraint use more effectively.

  • Supports compliance and incident documentation
  • Helps reduce unnecessary or prolonged restraint use
  • Privacy by design
Exploring
Exploring

Fall detection (optional)

Discovery

Designed to detect sudden falls and loss-of-balance events. Currently being evaluated for accuracy across typical care environment camera setups.

  • Being evaluated for common care environment camera angles
  • Designed to complement existing fall prevention measures
  • No wearables or sensors required
Roadmap Visual

How we release new models

  • Tested on staged and real-world footage before any deployment
  • Bias and safety checks built into every release
  • Tuned per site during a silent phase before alerts go live
  • Rolled out gradually, with ongoing feedback from customers

Interested in early access? Join the pilot program for self-injurious behavior detection.

AI Detection Visualization