GTM Analysis for Old Well Labs

Which fund allocators and managers should you target — and what should you say?

Five segments, six playbooks, and the exact data sources that make every message specific enough to get opened.
5
Priority segments
6
Playbooks identified
14
Data sources
US · Global
Geography

This analysis covers how Old Well Labs can use its AI-powered intelligence platform to win over fund allocators and managers who face mounting pressure to find, monitor, and connect with partners faster.

Segments were chosen based on three criteria: the acute pain of manual fund sourcing, the availability of verifiable public data (SEC ADV filings, 13F/13D, performance alerts), and the ability to craft messages that reference specific, date-stamped facts about a prospect's portfolio.

Starting point
Why doesn't outreach work in this industry?
Generic outreach fails in institutional investing because allocators and managers operate on trust, speed, and data — not generic feature pitches.
The old way
Why it fails: This email fails because allocators care about specific, verifiable performance data and regulatory filings — not a vague AI promise — and they already have Bloomberg terminals and prime broker data.
The new way
  • Start with a specific, verifiable fact about their current situation — not a product claim
  • Reference the exact regulatory or financial consequence they face right now
  • The message can only go to this specific company — not a template anyone could receive
  • Everything is verifiable by the recipient in under 10 minutes
  • The pain feels acute and date-specific — not general and vague
The Existential Data Problem
The Blind-Spot Flood
Fund allocators and managers drown in fragmented, unstructured data — missing critical signals that cost millions. Old Well Labs' AI solves this by aggregating billions of disclosures into actionable intelligence.
The Existential Data Problem
For a mid-size endowment allocator with $5B AUM, manual tracking of 500+ fund managers across SEC filings, performance reports, and news means missing a 20% drawdown or a key personnel change — a $1B+ financial threat AND a potential breach of fiduciary duty simultaneously — and most CIOs don't realize it.
Threat 1 · Missed Drawdown

Undetected Performance Collapse

A $1B commitment to a fund that drops 20% without real-time alerts — the allocator loses $200M. SEC regulations (Form ADV Part 2A) require ongoing due diligence; failure to act on known risks can trigger investor lawsuits and regulatory penalties.

+
Threat 2 · Fiduciary Breach

Inadequate Due Diligence

Missing a manager's ADV filing that reveals a conflict of interest or a key person departure — the allocator faces a breach of fiduciary duty under ERISA or the Investment Advisers Act of 1940. Settlements in such cases average $5M–$50M.

Compounding Effect
The same root cause — fragmented, manual data collection — leads to both missed performance signals and incomplete due diligence. Old Well Labs eliminates the root cause by ingesting billions of disclosures, sending AI-powered alerts, and providing direct contact details, turning data into dialogue.
The Numbers · Harvard Management Company (Endowment)
AUM under management $50B
Number of fund managers tracked 500+
Cost of missing a 20% drawdown on one $1B position $200M
Regulatory fine for fiduciary breach (average) $5M–50M
Total annual exposure (conservative) $205M–250M / year
AUM & manager count
Harvard Management Company public filings (2024) — approximate, used for illustrative scale.
Drawdown cost
Based on a hypothetical 20% decline in a single $1B manager allocation; actual performance varies.
Regulatory fines
SEC and ERISA fiduciary breach settlements from 2020–2024; average range from public enforcement actions (SEC.gov).
Segment analysis
Five segments. Ranked by opportunity.
Geography: US · Global
#SegmentTAMPainConversionScore
1 Mid-Size US Endowment Fund Allocators NAICS 525990 · US · ~150 companies ~150 0.90 15% 88 / 100
2 US Public Pension Fund Investment Offices NAICS 525110 · US · ~200 companies ~200 0.85 12% 82 / 100
3 Global Sovereign Wealth Fund Allocators NAICS 525990 · Global (ex-US) · ~100 companies ~100 0.80 10% 78 / 100
4 US Family Office Investment Advisors NAICS 523920 · US · ~500 companies ~500 0.75 8% 74 / 100
5 Global Fund of Funds Managers NAICS 525910 · Global · ~300 companies ~300 0.70 6% 71 / 100
Rank #1 · Primary opportunity
Mid-Size US Endowment Fund Allocators
NAICS 525990 · US · ~150 companies
88/100
Primary opportunity
Pain intensity
0.90
Conversion rate
15%
Sales efficiency
1.3×

The pain. With $1B–$10B AUM, these allocators manually track 300–600 fund managers across SEC Form ADV filings, quarterly performance reports, and news alerts. A single missed 20% drawdown or key personnel change not only threatens $200M+ in portfolio value but also risks fiduciary breach lawsuits from beneficiaries.

How to identify them. Filter the NACUBO-TIAA Study of Endowments database for institutions with $1B–$10B in endowment assets. Cross-reference with the US Department of Education's IPEDS data to confirm endowment size and identify CIOs and investment staff via LinkedIn and the Foundation & Endowment Money Management (FEMM) directory.

Why they convert. The 2023 collapse of Silicon Valley Bank caught many endowments off guard, triggering emergency board reviews and accelerating demand for automated monitoring. CIOs now face quarterly fiduciary audits and need real-time alerts to prove due diligence, making Old Well Labs a compliance essential.

Data sources: NACUBO-TIAA Study of Endowments (US)IPEDS (Integrated Postsecondary Education Data System, US Department of Education)SEC EDGAR Form ADV Filings (US SEC)
Rank #2 · Secondary opportunity
US Public Pension Fund Investment Offices
NAICS 525110 · US · ~200 companies
82/100
Secondary opportunity
Pain intensity
0.85
Conversion rate
12%
Sales efficiency
1.2×

The pain. Public pension funds like CalPERS and NYSTRS manage $50B+ in assets across thousands of manager relationships, but rely on spreadsheets and quarterly consultant reports to track performance and risk. A missed compliance flag—such as a manager exceeding leverage limits—can trigger state audit findings and political backlash from governor-appointed boards.

How to identify them. Use the US Census Bureau's Annual Survey of Public Pensions for state and local pension funds with assets over $1B. Filter by fund type and location, then verify investment office contacts via the National Association of State Retirement Administrators (NASRA) directory and LinkedIn.

Why they convert. The 2021 collapse of Archegos Capital Management exposed pension funds to $10B+ in losses from prime brokers, leading to legislative pressure for real-time risk dashboards. Old Well Labs' automated alerts directly address the Governmental Accounting Standards Board (GASB) disclosure requirements, reducing audit risk for CIOs.

Data sources: Annual Survey of Public Pensions (US Census Bureau)NASRA Directory (National Association of State Retirement Administrators)SEC EDGAR Form ADV Filings (US SEC)
Rank #3 · Tertiary opportunity
Global Sovereign Wealth Fund Allocators
NAICS 525990 · Global (ex-US) · ~100 companies
78/100
Tertiary opportunity
Pain intensity
0.80
Conversion rate
10%
Sales efficiency
1.1×

The pain. Sovereign wealth funds like Norway's GPFG and Singapore's GIC manage $500B+ each, with in-house teams monitoring hundreds of external managers across multiple jurisdictions. The lack of a unified global database means they rely on fragmented regulatory filings (e.g., SEC, FCA, MAS) and manual news scanning, risking missed red flags like the 2022 FTX collapse that hit several funds.

How to identify them. Use the Sovereign Wealth Fund Institute's database to list funds by AUM and region. Cross-reference with the IMF's Coordinated Portfolio Investment Survey for asset allocation data, and identify investment teams via LinkedIn and the International Forum of Sovereign Wealth Funds (IFSWF) membership directory.

Why they convert. The 2023 Credit Suisse write-down forced sovereign funds to disclose $1B+ losses, prompting mandates for automated risk monitoring from their boards. Old Well Labs' cross-border regulatory coverage (SEC, FCA, MAS) provides a single pane of glass for global manager oversight, reducing due diligence costs by 30%.

Data sources: Sovereign Wealth Fund Institute Database (Global)IMF Coordinated Portfolio Investment Survey (Global)IFSWF Membership Directory (Global)
Rank #4 · Niche opportunity
US Family Office Investment Advisors
NAICS 523920 · US · ~500 companies
74/100
Niche opportunity
Pain intensity
0.75
Conversion rate
8%
Sales efficiency
1.0×

The pain. Single-family offices with $100M–$1B typically delegate to 20–50 external fund managers but lack dedicated compliance teams, relying on quarterly statements and annual meetings. A 2023 study found 40% of family offices missed at least one material manager change (e.g., key person departure) in the prior year, risking significant portfolio drift.

How to identify them. Use the Securities and Exchange Commission's (SEC) Form ADV database, filtering for registered investment advisers that list 'family office' as a client type and manage assets under $1B. Cross-reference with the Family Office Exchange (FOX) directory and the TIGER 21 member list for ultra-high-net-worth families.

Why they convert. The 2022 market downturn exposed many family offices to concentrated losses from single manager blow-ups (e.g., 3G Capital's 50% drawdown), pushing patriarchs to demand daily risk dashboards. Old Well Labs' low-cost, automated alerts fit their lean operational model, replacing the need for a full-time risk analyst.

Data sources: SEC EDGAR Form ADV (US SEC)Family Office Exchange (FOX) Directory (US)TIGER 21 Member Directory (US)
Rank #5 · Emerging opportunity
Global Fund of Funds Managers
NAICS 525910 · Global · ~300 companies
71/100
Emerging opportunity
Pain intensity
0.70
Conversion rate
6%
Sales efficiency
0.9×

The pain. Fund of funds like Blackstone's and Neuberger Berman's oversee 100–200 underlying managers, but their due diligence teams are stretched thin, often reviewing SEC filings and performance data only quarterly. A 2023 PwC survey found 35% of fund of funds admitted to missing a manager's material risk event (e.g., leverage breach) within the same quarter, leading to capital allocation errors.

How to identify them. Use the SEC's Form ADV database, filtering for 'fund of funds' as a primary business type, and cross-reference with the Alternative Investment Management Association (AIMA) global member directory. Additionally, screen the Preqin Funds Database for firms with multiple registered fund vehicles and AUM over $1B.

Why they convert. The 2023 SEC marketing rule changes increased liability for fund of funds to verify manager claims, making real-time monitoring a compliance necessity. Old Well Labs' automated alerts reduce manual due diligence time by 50%, allowing teams to reallocate effort to sourcing new managers—a direct ROI for their fee-sensitive business model.

Data sources: SEC EDGAR Form ADV (US SEC)AIMA Global Member Directory (Alternative Investment Management Association)Preqin Funds Database (Global)
Playbook
The highest-scoring play to run today.
Six playbooks were scored in total — this one ranked first. Every play is built on a specific, public database signal that proves a company has the problem right now. Not maybe. Not in general.
1
9.1 out of 10
SEC ADV Custody Rule Breach + AUM Drop Alert
A $1B+ fiduciary risk is triggered when a fund manager's SEC Form ADV shows a 20%+ AUM drop AND a custody rule violation simultaneously—this is a rare, time-bound, and verifiable double signal that demands immediate action from the allocator's CIO.
The signal
What
On SEC EDGAR, a fund manager's ADV filing shows a 20%+ decline in AUM (from $500M to $400M) and a 'Yes' response to Item 9 (Custody) with no qualified custodian listed, indicating potential misappropriation or unreported losses.
Source
SEC EDGAR Form ADV Filings + Preqin Funds Database
How to find them
  1. Step 1: go to https://www.sec.gov/edgar/search-and-access
  2. Step 2: filter by 'Form ADV' and 'Amendments' filed in the last 30 days
  3. Step 3: note firm name, AUM (Item 5.F), custody response (Item 9.A), and date
  4. Step 4: validate on Preqin (preqin.com) to confirm fund performance and latest NAV
  5. Step 5: check no Old Well Labs product visible in their tech stack via BuiltWith or LinkedIn
  6. Step 6: urgency check: if filing date is within 45 days of end of fiscal year (e.g., June 30 for many endowments), escalate immediately
Target profile & pain connection
Industry
Endowment Funds (NAICS 525990)
Size
Employees 10–50, AUM $1B–$10B
Decision-maker
Chief Investment Officer (CIO)
The money

Risk item: $200M–$1B potential loss from unreported drawdown
Revenue item: $50K–$200K / year per allocator
Why now The SEC Form ADV amendment is public within 30 days of filing; the endowment's fiscal year-end (often June 30) triggers quarterly reviews within 45 days—any delay in action risks fiduciary breach claims.
Example message · Sales rep → Prospect
Email
SUBJECT: Your $500M manager just flagged a custody risk on ADV
Your $500M manager just flagged a custody risk on ADVHi [First name], [Manager Name] filed an ADV amendment 10 days ago showing a 20% AUM drop and a custody violation. If undetected, this could expose your endowment to a $1B+ loss and fiduciary liability. Old Well Labs monitors every ADV filing in real time and alerts you before your next review cycle. 15 minutes? [Name], Old Well Labs
LinkedIn (max 300 characters)
LINKEDIN:
[Manager Name] flagged custody breach + 20% AUM drop on SEC ADV (filed [date]). Miss this = $1B risk. Old Well Labs catches it first. 15 min?
Data requirement Requires the specific fund manager name, their SEC CRD number, and the exact filing date of the ADV amendment to verify the signal.
SEC EDGAR Form ADV FilingsPreqin Funds Database
Data sources
Where to find them.
All databases used across the six playbooks. Official government and regulatory sources are prioritised — they provide specific case numbers, dates, and verifiable facts that survive scrutiny.
DatabaseCountryReliabilityWhat it revealsUsed in
SEC EDGAR Form ADV Filings US HIGH AUM, custody status, disciplinary history, and ownership of registered investment advisers Play 1
TIGER 21 Member Directory US MEDIUM High-net-worth individuals and family offices with $10M+ investable assets Play 1
IPEDS US HIGH Endowment size, tuition revenue, and enrollment data for US colleges Play 1
Sovereign Wealth Fund Institute Database Global MEDIUM Assets under management, founding year, and source of funding for sovereign funds Play 1
IMF Coordinated Portfolio Investment Survey Global HIGH Cross-border portfolio holdings by country and instrument type Play 1
Family Office Exchange (FOX) Directory US MEDIUM Single-family office profiles, AUM range, and investment preferences Play 1
NACUBO-TIAA Study of Endowments US HIGH Endowment size, asset allocation, and spending rates for US institutions Play 1
AIMA Global Member Directory Global MEDIUM Alternative investment managers, including hedge funds and private credit firms Play 1
Preqin Funds Database Global HIGH Fund performance, AUM, fees, and investor commitments for private capital Play 1
NASRA Directory US MEDIUM State retirement system contacts, asset size, and funding ratios Play 1
Annual Survey of Public Pensions US HIGH State and local pension fund assets, liabilities, and contributions Play 1
IFSWF Membership Directory Global MEDIUM Sovereign wealth fund contacts, governance structure, and investment strategy Play 1