Something I am working on
A quick look at an opportunity I am exploring with a close friend.
Vinay | Confidential | Market Research | March 2026
Context
A childhood friend
A childhood (NSN school) friend of mine, Sriram, has spent 16 years at Fidelity Investments in the US. He works in investment compliance. The part of asset management where every fund has to follow thousands of rules about what they can and cannot invest in.
How this started
He called me this week with an idea. I listened, asked questions, and then did what I always do: went deep on the research before forming an opinion.
This is what I found.
Vinay | Confidential | Market Research | March 2026
The problem (simple version)
When a big investor (pension fund, family office, sovereign wealth fund) gives money to an asset manager, they sign a contract called an IMA (Investment Management Agreement). This document says things like:
"Do not invest more than 5% in any single company"
"No tobacco stocks"
"Keep at least 10% in cash"
"Only investment-grade bonds"
These rules have to be manually read from the contract, interpreted, and then coded into the firm's compliance system.
Today, a compliance analyst reads a 20-80 page legal document, highlights the restrictions by hand, and types them into a system like Charles River or Bloomberg.

This takes 1 to 3 months per client. 79% of firms report this timeline.
Vinay | Confidential | Market Research | March 2026
Why it matters
74%
Lost investors
of asset managers have lost investors because their onboarding was too slow
63%
Under-resourced
of compliance teams say they are under-resourced
77%
Hiring struggle
of fund managers struggle to hire qualified compliance staff
$270B
Compliance spend
spent per year on compliance across the $85 trillion global asset management industry
This is not a small problem.
Vinay | Confidential | Market Research | March 2026
What Sriram wants to build
The idea
An AI tool that reads these contracts automatically, extracts the investment rules, and pushes them into whatever compliance system the firm already uses.
Think of it as: instead of a human reading 80 pages and typing rules for 3 months, the AI reads the document in minutes and generates the rules.
EY already proved it works
EY (Ernst and Young) already built a version of this called SARGE. They use it inside their consulting practice and claim it saves 75% of the time. But they sell it bundled with $500/hour consulting engagements. No mid-size fund manager can afford that.
Nobody has built this as an affordable, standalone product.
Vinay | Confidential | Market Research | March 2026
Why Middle East
This is the part I want you to see. Sriram's idea is not for the US. The US market is saturated. Fidelity, BlackRock, Vanguard all build compliance tools in-house. They will never buy from a small vendor.
The Middle East is different:
DIFC
410+ asset managers with $700B in AUM, growing 58% year over year
ADGM
154 fund managers and 209 active funds
Saudi Arabia
Fund industry at $266B and growing fast under Vision 2030
GCC SWFs
Sovereign wealth funds hold over $6 trillion combined

Every compliance tool in the region is for AML and KYC. Zero tools exist for investment compliance automation.
I checked. I looked at azakaw, MCO, Swyt, ComplyX, Reluna. All AML/KYC. None of them read IMAs or extract investment rules.
The DFSA's own 2025 survey shows 52% of DIFC firms are adopting AI, up from 33% a year ago. But 21% have no governance framework for it. The demand is there. The infrastructure is not.
Vinay | Confidential | Market Research | March 2026
The numbers
Revenue potential
50 clients in DIFC at $30K/year = $1.5M annual revenue
Add ADGM, Saudi, Bahrain, and UK = $5-10M in 3 years
Companies in this space get acquired at 8-18x revenue
Comparable acquisitions
Charles River (compliance platform) was acquired by State Street for $2.6 billion
Adenza (risk/regulatory platform) was acquired by London Stock Exchange Group for $10.5 billion
I am not saying this will be a billion-dollar company. I am saying the market is real, the buyers exist, and the gap is documented.
Vinay | Confidential | Market Research | March 2026
Where things stand

This is super early. Like, "we had one phone call and I did a bunch of research" early.
Sriram needs to:
  1. Confirm whether his senior colleague (20+ years compliance, worked in London) will join
  1. Write down the specific problems he wants to solve
I need to:
  1. Validate that fund managers in DIFC actually feel this pain
  1. Find out if they would pay for a tool vs just hiring another analyst
That second part is where I might need your help. Not now. Not soon. But eventually.
Vinay | Confidential | Market Research | March 2026
Why I am showing you this
1
Your perspective on the market
You come from Citi and Standard Chartered in Dubai. You understand wealth management, HNI clients, and the financial services ecosystem in the Gulf better than I do. When you read that DIFC has 410 asset managers and zero investment compliance tools, you can tell me if that sounds right or if I am missing something.
2
A casual intro, eventually
If and when we get to the validation stage, I might ask you for a casual intro to 2-3 people in compliance or operations at a DIFC fund manager. A 20-minute conversation over coffee. That is it. Not a sales pitch. Not a partnership. Just: "Hey, my brother is exploring a software idea for the region, would you chat with him for 20 minutes?"
No pressure. No timeline. If the timing does not work, that is completely fine.
Vinay | Confidential | Market Research | March 2026
What I am not asking
I am not asking you to join, invest, sell, or commit to anything. This is me sharing what I am thinking because I value your perspective. You have seen the Dubai financial services world from the inside for over 10 years. That context matters to me.
"This sounds interesting..."
If you read this and think "this sounds interesting, I know someone who might be useful" then great.
"Vinay, this is not how things work..."
If you read this and think "Vinay, this is not how things work in Dubai" then that is even more valuable. I would rather hear that now than after we build something nobody wants.
Vinay | Confidential | Market Research | March 2026
Summary
The idea
A friend with deep compliance expertise wants to build an AI tool for investment compliance
The market
The Middle East market has a real gap: lots of funds, zero investment compliance automation
The proof
EY proved the concept works. Nobody has made it affordable.
The stage
Super early stage. We are validating, not building.
Why you
I am showing you because you know this world and I trust your judgment.
Vinay | Confidential | Market Research | March 2026