Our Team & Product Journey
Why our team makes the difference?
We are the Professionals on the Field of University Research Administration
Members of our team have worked directly with faculty and funding administration at an R1 university, gaining first-hand insight into how research support systems operate.
Working Closely with Researchers and Faculty
We collaborate with active research teams to understand their workflows, priorities and the challenges they face in securing funding and building collaborations.
Develop and Refine Within a Real Campus Environment
Our work has and continues to evolve through ongoing collaboration and iteration within a live university setting, ensuring a deep understanding of institutional needs.
Our Journey
From concept to a tailored AI-powered platform for smarter grant discovery and strategic funding.
Identifying Funding Discovery Challenges
Hands-on work in university research administration revealed major gaps in how researchers discover relevant funding opportunities and identify collaborators.
First Steps
First batch of emails sent to researchers with personalized funding recommendations using the “ResearchHighlighter and Matchmaker” - first generation of GrantsMate using topic modeling.
Product Concept: GrantsMate
Inspired by feedback from the ResearchHighlighter and Matchmaker, the concept for GrantsMate emerges - an intelligent system with a user interface that delivers personalized recommendations for funding opportunities and potential collaborators based on researchers’ expertise, interests, publications, and collaboration networks. A few iterations were developed.
Upgrade GrantsMate Platform using LLM
The development of the new GrantsMate platform begins in response to researchers’ urgent needs for a platform designed to provide better, personalized funding discovery and collaborator matching, using an improved LLM and dataset.
Concept and Designing: GrantsGuide - Research Administration AI Agent
Recognizing the growing administrative burden in research administration, development begins on GrantsGuide, a cloud-based AI-enabled Research Administration Agent designed to provide policy-grounded guidance across administrative institutional processes.
Entrepreneurship & Product Development (RISE Program)
The GrantsMate team participates in UAlbany’s RISE entrepreneurship program, supporting product validation, platform development, and commercialization planning.
Presentation at NCURA Annual Conference and AI Symposium
Research & Entrepreneurship Week Presentation
GrantsMate presents development progress and early platform concepts during UAlbany’s Research & Entrepreneurship Week.
Deployment of Beta version in Azure
Enrolled 50 pilot users leveraging GPT 4.2.
GrantsMate Inc. Founded
GrantsMate Inc. is formally incorporated to develop AI-powered infrastructure for research funding and research administration.
UAlbany Innovation Center Incubator
GrantsMate joins the UAlbany Innovation Center Incubator, gaining mentorship, startup resources, and support for scaling product development.
AI+ Symposium
GrantsMate tables at UAlbany's AI+ Symposium - the campus where the idea was born and where our roots run deep.
Look for us at the Research Analytics Summit April 19-21, 2026 in Newport, Rhode Island
To be continued...
We are actively evolving our platforms and building new solutions that empower researchers institutions and partners across the research ecosystem.
Let's meet!
We are a passionate team with hands-on experience working alongside researchers and within university research administration.