From the firm's own write-upReceipt no. 3789
What sucked
Analysts at the firm spent excessive daily hours searching PowerPoint decks whose visual content, charts, maps, and diagrams, traditional keyword search could not parse.
Google Drive reached only 56% recall, and Google Drive with Gemini performed worse at 46%.
What they built
Sudolabs built Brynn.ai, a cloud-based AI knowledge agent using RAG-based semantic search across .pptx, .docx, and .pdf files. It interprets visual slide content and generates synthesized answers with specific slide and page references.
What changed
85% search recall
Semantic, multimodal search reached 85% recall versus 46% for Google Drive with Gemini.
50% faster research output
Time to output on research-heavy tasks dropped by 50%.
10x–60x subscription ROI
Users saw 10x to 60x ROI on the subscription, with payback measured in days.
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