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AI/Machine Learning Analytics Data Science Information Architecture

Published Date

Posted March 24, 2026

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Philanthropy & Capacity Building

Develop an AI Guidance Prototype for Global Incubator Leaders

Project

Remote

Pollinate Impact

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Key tasks include:
Collaborating with our team to define 2-3 priority use cases for the AI guidance tool.
Assessing our existing data (transcripts and tools) for AI readiness.
Researching and recommending appropriate AI approaches (e.g., RAG, custom GPTs, or no-code solutions).
Developing a lightweight prototype or a detailed technical proof-of-concept demonstrating how users would interact with the guidance flows.
Providing documentation for future implementation."

This project will surface the network's collective wisdom into on-demand, context-aware guidance for incubator leaders in the Global South, expanding peer learning and capacity building so incubators and the entrepreneurs they support can grow more inclusive, equitable, and resilient.

We bring two years of Growth Guidance Program materials (recordings, transcripts, tools) and leadership support. We'll provide access to content, stakeholders for interviews, and time to iterate with the volunteer; specifics and constraints will be discussed during interviews.

Pollinate Impact

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Location

Morrisville, North Carolina

Website

https://pollinateimpact.org

Member Since

Feb 2026

Completed Taproot Plus Partnerships

Organization Mission

We are a member-led network transforming the impact incubation industry so that incubators thrive and the entrepreneurs they support build flourishing businesses that create positive social, economic, and environmental impact. We unify the voice of incubators, accelerators, venture studios and community hubs, provide peer learning, capacity building, funding guidance, and collective action to build a more inclusive and equitable incubation industry—with a focus on the Global South.

Program Focus Areas

Community Building

Diversity, Equity, & Inclusion

Immigrants & Refugees

Nonprofit Capacity Building

People with Disabilities

Youth Development

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