Meet VeritasGraph, the engine behind Kindora AI.
VeritasGraph is the open-source knowledge-graph framework that powers Kindora's AI answers — turning donor, grant, and program records into a connected graph where every answer comes with the source to back it up.
What is VeritasGraph?
A GraphRAG knowledge-graph framework that reasons over connected entities and returns every answer with a verifiable citation and reasoning path.
Source attribution
Every answer is returned with a citation you can open — evidence over assertion.
Multi-hop reasoning
Traverses relationships across donors, grants, and programs like a human analyst.
Private by default
Runs on-prem or 100% local. Zero data egress, fully sovereign.
How Kindora uses VeritasGraph
When you ask Kindora a question, VeritasGraph traces the answer across your organization's records — donors, grants, programs, volunteer hours, and expenses — and returns each result with the exact source it came from. No more guessing where an answer came from. See how Kindora grounds its AI answers.
VeritasGraph — frequently asked questions
What is VeritasGraph?
VeritasGraph is an open-source GraphRAG knowledge-graph framework. It turns your organization's records into a connected graph of entities and relationships, then answers questions by reasoning across that graph — returning every answer with a verifiable citation and reasoning path.
How does Kindora use VeritasGraph?
Kindora uses VeritasGraph to power its AI search and answers across donors, grants, programs, volunteers, and finances. Because answers are grounded in a knowledge graph, Kindora can point you to the exact source record behind every result.
Is VeritasGraph open source?
Yes. VeritasGraph is open source and its code is available on GitHub. It can run on-prem or 100% local, so sensitive nonprofit records never leave your environment.