Ssekirya Cosmah

Jun 09, 2026 • 1 min read

Flowspec AI

General AI models are great until you need actual, verified data for a formal document. Then the hallucinations start.

Hey everyone! Dropping what I've been working on under the #show context today.

Just launched the initial version of Flowspec AI (flowspecai.dev)—a specialized platform built specifically for drafting evidence-heavy documents like grant proposals, legal studies, and contracts.

Why we built it: Standard LLM wrappers aren't reliable enough for professional research. We wanted to build a workspace where the AI agent is heavily guarded by verifiable context.

The Tech/Features Stack:

  • RAG + Academic DB: Integrated a research agent directly with a database of 300M+ academic papers.

  • Dynamic Citations: Auto-generates real, DOI-verified inline citations (with BibTeX exports).

  • Isolated Context: Users can upload their own PDFs to create a strict "Private Knowledge Base" that prevents the model from pulling external, unverified data.

It's live today and running on a credit-based system with a free starter tier.

Would love for this community to play around with the UI, test out the RAG precision, and rip it apart in the comments. What features should we prioritize next on our roadmap?

Meanwhile, please upvote us on the launchpad https://peerlist.io/cosmahke4/project/ai-grant-proposal-software--research-agent

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