Converting Web Data into a Meaningful Database for Investors

The Data Exists. It's Just Not Structured.

The internet contains everything you need—company filings, press releases, LinkedIn profiles, fund announcements, regulatory disclosures, industry news. All of it is public. None of it is organized.

Structuring this data manually takes weeks. By the time you're done, half of it is outdated.

We built AI agents that do this continuously.

Coverage Matters

Fundraising, deal sourcing, co-investor identification—these all require the same thing: knowing who's out there.

Most teams work from the same 20-30 names. The same conferences. The same warm intros. Meanwhile, there are hundreds of LPs, family offices, and strategic investors actively deploying capital that never appear on your radar.

The Problem: You Can't Reach Out to Investors You Don't Know Exist

Without comprehensive coverage:

Limited Universe

You only reach the same 20-30 investors everyone else contacts

Cold Outreach

Generic emails that get ignored because you don't know their focus

Missed Opportunities

Perfect-fit investors you never discovered

With AnalystAI:

✓

Full Universe Coverage

Discover every relevant LP, Family Office, and Strategic that matches your criteria

✓

Informed Outreach

"I see you invested in X, your focus on Y aligns with our thesis..."

✓

Higher Conversion

Personalized context = 5x better response rates

The Bottom Line

Whether you're fundraising, sourcing deals, or finding co-investors—you need to know who's out there and what they care about. That's the difference between a cold call and a warm introduction.

When you do reach out, it shouldn't be cold. You should know their portfolio, their mandate, their recent activity. That's the difference between a conversation and a pitch.

Feature	Traditional Research	AnalystAI
Data Collection	Manual, weeks	Automated, hours
Coverage	10-20 investors	100+ investors
Update Frequency	Quarterly	Real-time
Data Quality	Inconsistent	Validated & normalized
Relationship Mapping	Manual spreadsheets	Automatic graph DB
Contact Info	LinkedIn searching	Pre-enriched
Outreach Prep	Generic templates	Personalized context

What We've Built

A continuously-updated database of:

•M&A transactions with full deal details
•Limited Partners and their allocation history
•Family Offices with investment preferences and contact information
•General Partners and portfolio company data
•Strategic investors and acquisition patterns

AI agents monitor the web 24/7. Profiles update automatically. Data is normalized and searchable.

How Our AI Pipeline Works

Web Crawling

AI agents scan thousands of sources 24/7

→

AI Extraction

LLMs extract structured data from unstructured text

→

Relationship Mapping

Connect entities: LPs ↔ GPs ↔ Portfolio Companies

→

Database Update

Real-time updates with version history

→

Alerts & Insights

Get notified of changes and opportunities

The Platform

Investor Database

Investor List

Total: 100 • Page 1 of 1

ID	Investor	Open Geographies	Structure	Sectors	Asset Classes	Website & HQ	Summary
1	Khazanah Nasional Berhad Sovereign Wealth Fund	Countries: Malaysia, Singapore, South Korea Subregions: Southeast Asia	Capital Delivery: Direct Investment, Fund Investment Deal Structure: Minority Stakes	AI/MLDeep TechTechnologyFin/InsurTechHealthcare/Bio+4 more	Private EquityVenture CapitalGrowth Equity+4 more	Malaysia	Updated: N/A
2	Fubon Life Insurance (Taiwan) Insurance Company	Countries: — Subregions: Southeast Asia	Capital Delivery: Fund Investment Deal Structure: Minority Stakes	Data CentersDeep TechClimate & Energy	Private EquityInfrastructureFund of Funds+1 more	Taiwan	Updated: N/A
3	Stephan Schnabel Individual	Countries: Loading... Subregions: Southeast Asia	Loading... Deal Structure: Loading...	Loading...	Loading...	Germany	Updated: N/A
4	MIT Investment Management Company (MITIMCo) Endowment	Countries: United States Subregions: Southeast Asia	Capital Delivery: Fund Investment Deal Structure: Minority Stakes	Deep TechTechnologyHealthcare/BioInfrastructureReal Estate PE+2 more	Private EquityVenture CapitalReal Estate+3 more	United States	Updated: N/A
5	CalSTRS Pension Fund	Countries: United States Subregions: Southeast Asia	Capital Delivery: Direct Investment, Fund Investment, Co-Investment Program Deal Structure: Minority Stakes, Debt Financing	TechnologyAI/MLSoftware/SaaSPrivate EquityVenture Capital+9 more	Public EquitiesPrivate EquityReal Estate+6 more	United States	Updated: N/A

Loading advisory evidence...

💡 Click on any investor to see detailed profile information

Structured data on 100+ investors:

•Geographies — Active investment regions
•Structure — Direct, fund commitments, co-investments
•Sectors — AI/ML, healthcare, infrastructure, real estate, energy
•Asset Classes — PE, VC, hedge funds, real assets, secondaries
•Deal Preferences — Minority, majority, debt

Fully searchable. Filter by any combination.

Profile Intelligence

Khazanah Nasional Berhad

Name:

Khazanah Nasional Berhad

Type:

Sovereign Wealth Fund

Country:

Malaysia

Website:

https://www.khazanah.com.my

Description:

Khazanah Nasional Berhad is Malaysia's sovereign wealth fund, managing approximately US$36 billion in AUM as of December 2024. Operating with a dual mandate, it aims to achieve commercial returns while delivering sustainable economic and social benefits for Malaysia. Under its 'Advancing Malaysia' strategy, the fund pursues long-term, risk-adjusted returns, balancing financial performance with developmental impact to support Malaysia's economic resilience and competitiveness. Its portfolio is diversified across public markets, private markets, and real assets. Khazanah actively rebalances its portfolio and diversifies investments to mitigate macroeconomic risks, focusing on sectors like technology, healthcare, infrastructure, sustainability, energy transition, digitalization, long-term value creation across sectors like technology, healthcare, infrastructure, and more. The fund also acts as a catalyst for innovation and growth, particularly in strategic sectors critical to national development, and actively integrates ESG principles through its Dana Impak portfolio.

Focus Areas:

private equity, public equities, developmental assets, technology, healthcare, infrastructure, sustainability, digital economy, energy transition, advanced manufacturing, venture capital, community development, real assets, digital finance, IR4.0 technologies, AI, semiconductor technologies, logistics, insurtech, national fund-of-funds, mid-tier companies, strategic cross-border investments, nation-building, connectivity, early-stage investments, growth-stage investments, operational excellence, turnaround potential

Ticket Size:

N/A

Preferred Stage:

N/A

Geography:

Global, with a strong focus on Malaysia and Southeast Asia, including Singapore and South Korea.

Sector Interests:

AI/ML, Deep Tech, Technology, Fin/InsurTech, Healthcare/Bio, Climate & Energy, Renewable Energy, Digital Infrastructure, Logistics, Infrastructure, Private Equity, Venture Capital, Growth Equity, Industrial/Manufacturing

Tags:

Sovereign Wealth FundMalaysiaESG focusedImpact InvestingTechnologyInfrastructureSustainabilityVenture CapitalPrivate EquityGrowth EquityFund-of-Funds LPNation-building

Contact:

N/A

LinkedIn:

N/A

Latest Update:

In 2024-2025, Khazanah Nasional Berhad actively expanded its portfolio, achieving a record 24.6% portfolio return in 2024 and increasing its Net Asset Value (NAV) by RM18.8 billion. Its AUM reached approximately US$36 billion as of December 2024. Key strategic activities include the launch of a national 'fund-of-funds' in 2024 with RM1 billion allocation, establishing Jelatang Capital to support emerging and regional fund managers, and significant partnerships with Antler (Singapore) for startups and SK Ecoplant (South Korea) for green investments. Khazanah made strategic investments in technology-driven firms like Funding Societies (digital finance), Syntiant (AI chips), and Gobi (venture capital), and maintained its position as Malaysia's commercial champion.

Each profile includes:

•Description synthesized from public sources
•Investment focus and preferences
•Geographic and sector coverage
•Ticket size and stage
•Key contacts with LinkedIn profiles
•Recent activity and updates

This enables informed outreach: "I saw your recent commitment to X and your focus on Southeast Asian infrastructure—our thesis aligns."

Organization Profiles

Macquarie Asset Management

asset manager

Total AUM

A$959.1B

As of Sep 30, 2025

Ticket Size (PE/Infra)

£50M–£250M

Equity tickets

Geography

Global presence with investments across 33 countries, including strong activity in the US, Europe, Asia-Pacific, and emerging markets. The recent divestment of US and European public asset management businesses to Nomura signals a strategic refinement focusing on private markets and infrastructure globally.

Sector Focus

Infrastructure, Private Equity, Credit/Debt, Climate & Energy, Renewable Energy, Agriculture, Real Estate PE, Digital Infrastructure, Logistics, Data Centers, Healthcare/Bio, Electric Vehicles

Organization Profile

Organization Type

asset manager

Assets Under Management

A$959.1 billion (Sep 2025) · A$945.8B (Jun 2025) · A$941.0B (Mar 2025)

Typical Investment Size

PE/Infrastructure: £50M–£250M equity tickets · Recent €3.5B European infrastructure debt fund raise

Geographic Focus

Sector Focus

Infrastructure, Private Equity, Credit/Debt, Climate & Energy, Renewable Energy, Agriculture, Real Estate PE, Digital Infrastructure, Logistics, Data Centers, Healthcare/Bio, Electric Vehicles

Last Updated

10/31/2025

For institutional investors:

•Total AUM and deployment capacity
•Investment size ranges
•Sector concentration
•Fund relationships and GP commitments
•Organization type classification

The Fund Relationships tab maps co-investment networks—useful for finding warm introductions.

How It Works

Company Websites

10,000+

News & Press

Daily

SEC Filings

Real-time

LinkedIn Profiles

Enriched

Financial Databases

Integrated

Industry Reports

Monitored

Web Monitoring — Continuous crawling of investor websites, news, regulatory filings, LinkedIn, fund announcements.

Data Extraction — NLP and LLMs identify entities, categorize investments, normalize formats, validate across sources.

Relationship Mapping — LP-GP relationships, portfolio company connections, co-investment networks.

Real-Time Updates — Profiles refresh automatically. Alerts for material changes. Full audit trail.

Applications

Limited Partners

GP due diligence, portfolio monitoring, benchmarking across managers

Family Offices

Direct deal sourcing, co-investor discovery, personalized outreach

Strategic Investors

M&A target identification, competitive intelligence, market mapping

Fund Managers

LP fundraising, relationship mapping, informed capital raising

LPs — GP due diligence, portfolio monitoring, benchmarking.

Family Offices — Deal sourcing, co-investor identification, portfolio tracking.

Strategics — M&A target lists, competitive intelligence, market mapping.

GPs — LP identification, fundraising preparation, relationship tracking.

Results

Results Our Clients Report

90%

Reduction in research time

10x

More investors analyzed

Better response rates

100%

Universe coverage

The difference between informed outreach and cold outreach isn't response rates. It's the quality of the relationship from day one.

The data is already public. We just made it usable.

The Data Exists. It's Just Not Structured.

Coverage Matters

The Problem: You Can't Reach Out to Investors You Don't Know Exist

What We've Built

How Our AI Pipeline Works

Web Crawling

AI Extraction

Relationship Mapping

Database Update

Alerts & Insights

The Platform

Investor Database

Investor List

Profile Intelligence

Khazanah Nasional Berhad

Organization Profiles

Macquarie Asset Management

Organization Profile

How It Works

Applications

Limited Partners

Family Offices

Strategic Investors

Fund Managers

Results

Results Our Clients Report

Ready to Get Started?