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Force Outcomes LLC

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Counterfactual Outcomes from Body‑Worn Camera Footage

Training & post‑incident/courtroom advisory review powered by modern AI tools. We generate non‑forensic counterfactual scenarios to improve learning, decision‑making, and policy understanding.

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How this works

Step 1

Secure intake

We accept authorized body‑worn camera footage and context notes through a controlled intake.

Step 2

Counterfactual generation

Using non‑forensically available tools and AI generators, we create alternative, educational scenarios for training and discussion.

Step 3

Review & advisory

Facilitated review sessions, lesson plans, and post‑incident/courtroom advisory materials.

Demo video — click to play.
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Patent Pending

Title: Counterfactual Outcomes from Body‑Worn Camera Footage for Training and Post‑Incident/Courtroom Advisory Review. The system ingests body‑worn camera footage and related context, then produces alternative (“what‑if”) outcomes to support training, policy analysis, and post‑incident/courtroom advisory review. Outputs are designed for educational use and do not constitute forensic reconstruction.

Status: Provisional application on file. Force Outcomes LLC asserts “Patent Pending.”

Work with Force Outcomes LLC

Orders can be made for project work. Fees can be discussed. Please contact us for scoping and availability.

  • Training content & facilitated reviews
  • Scenario analysis & counterfactual demos
  • Post‑incident/courtroom advisory materials