Autonomous AI agents handle grants, developer relations, and community engagement — replacing the 10-20 person ops team with software that works around the clock.
Applications arrive in Discord, email, Google Forms, Gitcoin, and Notion. No one knows the full picture. Due diligence takes weeks.
Outreach, follow-ups, technical onboarding, community Q&A. One person's bandwidth limits how many builders you can support.
No one has a clear picture of ecosystem health. Grant ROI, developer retention, community sentiment — it's all tribal knowledge.
Round opens, manually triage 200+ applications, score, deliberate, distribute, report. For every protocol. Forever.
Each agent is specialized — trained on the workflows of real ecosystem teams. They intake, score, communicate, and report — without missing a follow-up or losing track of an application.
Accepts applications from any channel — Discord, email, web form, Gitcoin. Parses, deduplicates, enriches with on-chain data (Gitcoin contributions, GitHub activity, past grants history). Produces a structured applicant profile for the committee.
Scores each application against your rubric — technical merit, ecosystem fit, team credibility, milestone feasibility. Cross-references on-chain history, GitHub commits, social signals. Outputs a ranked shortlist with rationale.
Identifies target developers in the ecosystem, sends personalized outreach, handles Q&A, schedules calls, follows up. Keeps every thread alive until the developer either applies or opts out.
Tracks grant ROI, developer retention across cohorts, community sentiment, on-chain activity of funded projects. Produces a live dashboard and weekly narrative reports for the foundation board.
"Every L1 and L2 is rebuilding the same operations stack from scratch — hiring contractors, cobbling together Notion and spreadsheets, running the same quarterly triage over and over. That's not a protocol problem. That's a product opportunity."
There are 50+ active blockchain grants programs. Layer 1 and Layer 2 teams spend $300K-$1M/year per person on ecosystem operations. The work is high-stakes, high-volume, and entirely manual.
LLMs are finally capable enough to do it. Canopy is the product that makes that real.