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Operations · Private capital research

Deal discovery without the stale-data tax

IQ500

IQ500 builds intelligence for private capital markets (investor profiles, portfolio overlap, and board relationships) across filings, news, and websites where manual entry could not scale.

90%faster target list generation

Why this matters for manufacturing & distribution

Research-heavy workflows are not shop-floor work, but the pattern is what manufacturing and distribution leaders know: many primary sources, expensive validation, and a decision window that closes while someone is still reconciling.

IQ500 builds intelligence for private capital markets (investor profiles, portfolio overlap, board relationships) across SEC filings, news, websites, and proprietary sources where manual entry could not scale.

Results at a glance

  1. 0190%Faster target list generation
  2. 0240+Hours of manual verification saved weekly (reported)
  3. 031.5M+Structured relationship connections at scale

Before AMSCO

  • Paid datasets drifted out of date quickly
  • Analyst-grade lists required multi-day manual pulls
  • Relationship graphs were hard to keep current at volume

With AMSCO

  • Roughly 1.5 million structured connections across investors, operators, and board relationships
  • Continuously updated preferences and relationship signals powering matchmaking
  • Analyst-grade lists in minutes instead of multi-day manual pulls
With Structify, our team saved 40+ hours of manual work per week checking and verifying 30–40% out-of-date data we paid $200k for.
David Loucks

CEO & Co-Founder | IQ500

Full story

Sourced from the same case study published on structify.ai.

How IQ500 Revolutionized Deal Discovery with Intelligent Data Structuring

With Structify, our team saved 40 + hours of manual work per week checking and verifying 30-40 % out-of-date data we paid $200k for.
David Loucks · CEO & Co-Founder | IQ500

For investment platforms operating in private capital markets, building comprehensive databases means navigating fragmented data across countless sources—tracking investors, identifying portfolio companies, mapping board relationships, and maintaining accuracy across millions of connections. It's the foundation of dealmaking, but traditional methods leave critical opportunities hidden in unstructured data.

That's where Structify comes in.

IQ500 transformed their investor and company discovery platform—converting disparate market intelligence into a powerful, searchable database of 1.5 million connections—without compromising data integrity. Today, their users can instantly generate precision-targeted lists, identify the right investors, and uncover board connections that close deals.


Results at a Glance

  • 0190% faster target list generation – What once took analysts days now happens in minutes, with comprehensive investor and company profiles instantly accessible
  • 021.5 million structured connections – Unified database linking VCs, CEOs, CFOs, Corporate Development professionals, and Board Directors across the private markets
  • 03Real-time market intelligence – Continuously updated investor preferences, portfolio data, and board relationships powering accurate matchmaking
  • 04Deal velocity acceleration – Users finding the exact right investor connections 10x faster, dramatically shortening fundraising cycles

Before Structify: Fragmented data, missed connections

IQ500's vision was ambitious: create the first comprehensive deal exchange for global private markets. But their data challenge was immense. Investor information lived across SEC filings, news articles, company websites, and proprietary databases. Board relationships were buried in proxy statements. Portfolio data changed daily.

"We knew the connections existed—every successful deal starts with the right one-to-one introduction," explains David. "But surfacing those connections from unstructured data was like finding needles in haystacks."

Manual data entry couldn't scale. Traditional scraping tools couldn't understand context. And every day of delay meant missed opportunities for their users trying to raise capital or find acquisition targets.

With Structify: Intelligence extraction meets relationship mapping

Structify gave IQ500 the capability to process vast amounts of unstructured market data while maintaining the nuanced understanding needed for investment intelligence. Rather than simple data extraction, Structify recognizes relationships, investment patterns, and market signals—turning raw information into actionable deal intelligence.

The platform now continuously ingests data from hundreds of sources, structuring everything from investor thesis preferences to board member histories, creating a living database that powers precise target list generation.

Business impact for IQ500: From database to deal accelerator

What started as a data structuring project became a market differentiator. IQ500's users now access intelligence that previously required teams of analysts weeks to compile. Investment professionals identify the investors most likely to lead their next round with 90% accuracy. Corporate development teams discover acquisition targets matching precise criteria instantly.

The structured data powers IQ500's entire deal continuum—from initial relationship development through due diligence and exit planning. Users generate hyper-targeted lists combining investor preferences, portfolio overlap, board connections, and market timing signals that would be impossible to identify manually.

Most importantly, IQ500 has fundamentally changed deal velocity in private markets. By instantly surfacing the right connections, they've compressed months of networking into days of targeted outreach.

The platform that once struggled with data fragmentation now facilitates over $10 billion in annual deal flow.

Open on structify.ai

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