NeuraCap: AI investment research that turns weeks of analyst work into one workflow

The business

Investment banks, M&A advisors, private equity and growth investors who need to value companies and brief clients, and private company owners who want to know what their business is worth before a raise or a sale.

The problem

• Evidence lives in filings, transcripts, consensus estimates, market data and deal records that disagree with each other; assembling it for one company takes an analyst days.
• Peer sets and precedent deals are argued over because nobody can see how they were built.
• Private company owners get a proper valuation once, from the buyer across the table.

How we solved it

1. 01

   A platform that builds the peer set, benchmarks KPIs, normalizes precedent transactions and draws the football-field valuation, with every figure carrying its source.

2. 02

   A retrieval-augmented Financial Assistant that answers over the company's own analysis and labels what is sourced, calculated or AI-interpreted.

3. 03

   Scheduled pipelines on AWS that ingest market data nightly and rebuild the M&A precedent record weekly, with queues, dead-letter handling and freshness alarms.

4. 04

   An automated deck pipeline that produces investment-banking-grade PPTX and PDF reports through multi-stage generation with numeric checks and a second-model review.

How they use it to grow

• Live at chat.neuracap.ai with a free research library of sector outlooks and bi-weekly M&A updates on neuracap.ai.
• Built on 540,000+ SEC filings, 4.1M analyst estimates, 208,000 M&A records and 30,900 earnings transcripts, across 30+ industry groups.
• The same retrieval, extraction and generation pipelines are what we offer clients as AI services.