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SWARMGOOD
The AI operating system for the impact economy

End relationship bias
in funding.

SWARMGOOD coordinates AI agent swarms that help foundations discover overlooked organizations, strengthen grantees, and prove impact with less administrative burden.

Request foundation demoExplore the MVP
SCROLL · IMPACT INFRASTRUCTURE
Live MVP · Foundation Cohort 01
Impact ROI snapshot

Across 42 sponsored grantees · last 30 days

Open dashboard
Hours saved
0
Grants surfaced
0
Reports prepared
0
Avg confidence
0%
Cohort momentum
+38% MoM
Coordination

A swarm, not an assistant.

One AI assistant is not enough. Specialized agents coordinate across discovery, proposals, evidence, budgets, impact, and reporting — orchestrated between foundation, grantee, and community signal.

FUNDFoundationG1G2G3G4G5
DiscoveryReadinessEvidenceProposalReportingOutcomes
The problem

Funding rewards access before impact.

Strong organizations often lose because they lack warm introductions, polished grant teams, insider language, or prior institutional relationships.

Relationship bias

Great work can stay invisible without the right network.

Capacity gap

Small teams are expected to write, report, measure, and market like large institutions.

Reporting burden

Grantees lose hours proving work instead of doing work.

Missed signal

Funders struggle to identify overlooked organizations that are credible, ready, and under-supported.

Old system vs SWARMGOOD

Strong work should not lose because the organization lacks access.

Old funding system
  • Warm introductions
  • Insider language
  • Polished grant teams
  • Expensive consultants
  • Prior institutional relationships
  • Large admin capacity
SWARMGOOD
  • Evidence-based readiness
  • AI-assisted capacity
  • Impact Confidence Score
  • Relationship Gap Score
  • Funder and grantee transparency
  • Discovery of overlooked organizations
Product

A grantee success engine powered by AI agent swarms.

One AI assistant is not enough. SWARMGOOD coordinates specialized agents across discovery, proposals, evidence, budgets, impact, and reporting.

AGENT.01
AI-assisted
Opportunity Scout

Finds aligned grants, CSR opportunities, public funding, and sponsorships.

AGENT.02
AI-assisted
Eligibility Agent

Checks fit, restrictions, deadlines, geography, budget size, and required documents.

AGENT.03
AI-assisted
Proposal Agent

Turns real program work into funder-ready responses.

AGENT.04
AI-assisted
Evidence Auditor

Checks claims against documents, metrics, outcomes, and case studies.

AGENT.05
AI-assisted
Budget Agent

Builds budget narratives and flags inconsistencies.

AGENT.06
AI-assisted
Impact Agent

Creates measurable outcomes, reporting plans, and dashboard-ready metrics.

AGENT.07
AI-assisted
Story Agent

Turns community work into respectful, funder-ready narratives without exaggeration.

AGENT.08
AI-assisted
Compliance Agent

Tracks reporting dates, attachments, restrictions, and funder requirements.

Foundation-first GTM

One foundation can strengthen 50 to 200 grantees.

Foundations sponsor SWARMGOOD for an entire grantee cohort. Grantees receive AI-powered funding and reporting capacity. Foundations get stronger applications, cleaner reports, portfolio-level insights, and a measurable equity initiative.

For foundations
  • •Support grantees at scale
  • •Reduce reporting friction
  • •See portfolio-level readiness
  • •Turn equity commitments into infrastructure
For grantees
  • •Write stronger proposals
  • •Track outcomes
  • •Save staff time
  • •Resolve evidence gaps
For communities
  • •More resources reach organizations closest to the work
Signature features

Built to find overlooked strength.

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
Discovery
Overlooked Organization Discovery

Helps foundations surface strong organizations outside traditional funding networks. Ranks mission fit, evidence strength, geography, community relevance, readiness, and relationship gap.

Capacity
Grantee Burden Reduction Score

Tracks estimated staff hours saved, duplicate reporting reduced, evidence gaps resolved, proposal sections reused, reports prepared, and time saved per organization.

3,420
Hours saved
212
Reports prepared
86
Gaps resolved
Flywheel

The flywheel is the company.

  1. STEP 01
    Foundation sponsors access
  2. STEP 02
    Grantees use Swarm
  3. STEP 03
    Agents improve workflows
  4. STEP 04
    Organizations produce stronger work
  5. STEP 05
    Funders see ROI
  6. STEP 06
    Foundations renew and refer
  7. STEP 07
    More cohorts join

SWARMGOOD uses privacy-safe, permission-based learning. Sensitive community data is protected and never sold.

MVP

Foundation-sponsored grant-to-impact support.

01
Foundation creates a cohort
02
Grantees onboard with organization profiles
03
Swarm finds aligned funding and reporting needs
04
Agents create proposals, budgets, and impact plans
05
Evidence checker flags weak claims
06
Dashboards show readiness, progress, and outcomes
Open MVP dashboard
Principles

No extractive AI.

NO
selling nonprofit data
NO
training on private documents without consent
NO
fake participant stories
NO
inflated impact claims
NO
automated submission without human approval
NO
donation percentage fees
NO
replacing community voice
NO
punishing organizations for less polished materials
Founder proof

Built by someone who has lived the work.

Shaun Tai built BRIDGEGOOD from the ground up, creating tuition-free pathways into design and technology for underrepresented talent. Since 2009, BRIDGEGOOD has helped launch 900+ creatives of color, with alumni collectively earning $69M+.

SWARMGOOD is the infrastructure Shaun wishes every serious community organization had from day one.

AdobeGoogle.orgGolden State WarriorsCraig Newmark Philanthropies
Read founder story
2009
Founded
900+
Graduates
$69M+
Alumni earnings
15+
Years of impact
Final word

This is not charity software. This is impact infrastructure.

Foundations already fund capacity. SWARMGOOD turns that capacity into software, data, and measurable grantee success.

Request foundation demoJoin pilot