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SWARMGOOD
Live MVP prototype

The Civic Futures Cohort

Powered by SWARMGOOD. 148 grantees, 6 program areas, fiscal year 2025.

0
Grantees onboarded
0
Funding matches reviewed
0
Proposals drafted
0
Claims checked
0/100
Avg Impact Confidence
0
Staff hours saved
Cohort readiness over time
Avg Impact Confidence Score
AI-assisted
Funding pipeline
By stage
AI-assisted
Burden reduction
Hours saved per program area
AI-assisted
AI-assisted
Impact Confidence Score
0/100

Evidence strength, metric clarity, budget consistency, funder alignment, reporting readiness, and human review.

Discovery signal
Relationship Gap Score
Overlooked but credible

This score never punishes organizations. It helps funders discover overlooked but credible work.

  • Mission fit
    92
  • Community relevance
    88
  • Evidence strength
    81
  • Major funder relationships
    22
  • Polished grant history
    31
  • Warm introductions
    14
Live coordination
Swarm activity
  1. 0:02s
    Opportunity Scout to Reviewed 42 funders for cohort fit
    AI
  2. 0:04s
    Eligibility Agent to Removed 27 poor fits
    AI
  3. 0:08s
    Proposal Agent to Drafted 8 proposal sections
    AI
  4. 0:11s
    Evidence Auditor to Checked 19 claims, flagged 3
    Review
  5. 0:14s
    Impact Agent to Structured 6 outcomes for reporting
    AI
  6. 0:17s
    Budget Agent to Flagged 2 budget inconsistencies
    Gap
  7. 0:20s
    Compliance Agent to Created 1 reporting plan
    AI
  8. 0:22s
    Human reviewer to Approved 6 of 8 sections
    Human
Portfolio impact
Outcomes vs target
AI-assisted