Gov & Public Sector

1. Program Measurement & Impact Assessment

Track whether public programs are meeting their goals.

  • Define measurable outcomes aligned with policy intent

  • Collect and analyze participation, equity, and engagement data

  • Evaluate program impact using quantitative and qualitative methods

Outcome: Transparent, data-backed insights to support funding, improvement, and accountability.

2. Equity Analytics

Support equitable outcomes by measuring who benefits and who is left behind.

  • Demographic and geographic equity analyses

  • Community impact assessments across race, income, and accessibility

  • Ongoing monitoring frameworks for climate, transit, housing, and health programs

Outcome: Recommendations to inform more equitable policies and resource distribution.

3. Engagement & Messaging

Understand how the public learns about, responds to, and participates in your programs.

  • Outreach channel performance tracking

  • Benchmark and measure awareness and messaging effectiveness

  • Participation gap diagnostics across neighborhoods and identities

Outcome: Stronger outreach strategies grounded in real-world engagement patterns.

4. Data Alignment & Infrastructure

Build the foundation for clean, usable public data across departments.

  • Data system audits and standardization

  • Process mapping across internal and external reporting workflows

  • Performance dashboard development for executive, council, or community use

Outcome: More reliable, efficient, and shareable data.

5. Program Evaluation

Evaluate programs focused on clean energy, mobility, and environmental stewardship.

  • Define behavior-change and adoption metrics for sustainability programs

  • Analyze participation patterns and impact

  • Identify barriers and gaps by region, income, and housing type

Outcome: Evidence of program effectiveness to support future investment and equitable outcomes.

Humanizing Data

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