Measurable implementation

Pilot Programs

Structured pilots designed for partners who want to implement, measure, and evaluate trust-and-safety initiatives with clear deliverables and transparent reporting.

Typical pilot structure (8–16 weeks)

Phase 1

Kickoff + baseline

Define scope, target audience, and baseline measures. Agree on output metrics and outcome indicators.

Phase 2

Implementation

Distribute resources, deliver workshops, support adoption (documentation checklists, escalation pathways).

Phase 3

Measurement

Collect agreed output metrics and outcome indicators. Document learnings and adjustments.

Phase 4

Reporting

Publish clear summary with limitations. Provide recommendations for scaling or refinement.

Example metrics (adapted per partner)

Outputs
  • Resources distributed (downloads, sessions, outreach)
  • Workshops delivered + participation rates
  • Partner implementations launched
  • Referrals to consumer-protection pathways (where applicable)
Outcome indicators
  • Improved homeowner decision confidence (surveyed)
  • Documentation adoption rates (before/after)
  • Reduced repeat-risk patterns in partner cohorts
  • Improved resolution pathways (time-to-resolution, compliance)

Start a pilot conversation

We welcome inquiries from agencies, foundations, and community partners.