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25Associates

AI Agent for Investment Banking Documents

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Investment banking documents to the bank's standard: one pagers, teasers, IMs. Pick a company, add your documents, get an editable PowerPoint plus a back-up PDF where every figure points to its source, page and quote. The associate drafts overnight and shows its work; you review, you send. One plan, cancel anytime. Today: one pagers live, IMs in beta, teasers next.

PH · launched Oct 15, 2026 · 18 upvotes (top 3%) · 0 views

Niche: document automation software · 54 launches, 7 in the last 7 days ▲ +17% · Explore this niche →

Category and tags

  • Fintech
  • Agent / copilot
  • B2B
  • AI-native
  • Commercial product
  • Fintech
  • Artificial Intelligence
  • Finance

Visit website ↗ Source listing ↗

Could you build this?

Partial While basic presentation generation is easy with LLMs, generating pixel-perfect institutional-grade PowerPoint models with strict audit trails back to exact PDF bounding boxes requires sophisticated document parsing and layout engines.

What it would actually take: Requires an enterprise document processing pipeline using multimodal OCR/layout parsers (e.g., Unstructured or proprietary vision-based PDF extractors) paired with python-pptx / Office OpenXML generation engines. The critical challenge is the audit-trail linking: mapping tabular and narrative extractions back to precise bounding boxes in source PDFs while maintaining investment-banking presentation standards. Developing robust financial extraction and verified citation requires deep prompt engineering, verification loops, and domain expertise.

Competitors

Other products that read as similar to this one : 193 launches clear the similarity bar, closest 8 shown.

Attention rank: #4 of 194 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 343 days after the earliest competitor.

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