In wealth management, relationships remain central. But Sumit Sahu, Co-founder and CEO of Affluense.ai, argues that relationships are no longer sufficient on their own. The market has changed: wealth is being created faster, across more private networks, and often before traditional prospecting systems can see it.
For relationship managers, the problem is rarely conversion. Strong RMs can build trust once they are in front of the right client. The harder question is whether they know who to meet, when to act, and what to understand before the conversation begins.
Affluense.ai has built its proposition around what Sumit describes as an acquisition operating system: a way for wealth firms to identify emerging HNI opportunities, research clients in depth, track meaningful triggers, and activate existing networks before competitors arrive first. The core point is not that relationships have lost value. It is that relationships without intelligence are becoming easier to outmanoeuvre.
Key Takeaways
Relationships remain valuable, but insufficient: Sumit says relationships still matter, but firms lose when they treat them as the whole acquisition strategy rather than the starting point.
Wealth creation is moving faster than legacy prospecting: Liquidity events, funding rounds, ESOPs, promoter activity and business growth often create wealth before the individual appears on a rich list.
The visible wealthy are already overserved: Wealth firms often chase the same known names, while new wealth remains hidden in less obvious signals.
Research must go beyond profiles: LinkedIn and directories show surface-level information, but rarely reveal the context needed for a relevant conversation.
Relevance is becoming the acquisition currency: Sumit argues that wealthy clients are constantly pitched, so the winning RM is often the one who understands their situation best.
Timing is decisive: If an RM learns about a client trigger too late, even an existing relationship can be lost to a faster competitor.
Intelligence needs to be continuous: Sumit says acquisition cannot rely on one-off reports; firms need live signals that show what is changing in a client’s world.
India provides a demanding test case: Affluense.ai was built in a market where wealth is often private, promoter-held and family-held, making it a difficult environment for client intelligence.
Relationships Need a System Around Them
Sumit is clear that Affluense.ai is not arguing against relationships. He sees them as the foundation of the industry and the most important asset an RM has. The issue is that many firms still rely too heavily on referrals, static databases, directories and instinct to decide where those relationships should begin.
“Relationships built this industry,” he says. “But the relationship was never the whole game. It was the starting point.”
For Sumit, the critical acquisition question is what happens before the meeting. An RM may be able to convert effectively once in the room, but firms still need to know who the RM should be speaking to, why that person matters now, and what the RM should understand before making contact.
That is where he believes the traditional playbook breaks. Databases become stale quickly, especially in markets where wealth is being created through private business activity, funding rounds, exits, liquidity events and cross-border family enterprise. The market may know yesterday’s wealthy. It is much less effective at identifying tomorrow’s wealthy early enough.
“Relationships do not lose,” he says. “Relationships without intelligence lose.”
Finding Wealth Before It Becomes Obvious
One of Sumit’s core arguments is that wealth firms often chase what is visible rather than what is emerging. Rich lists, public profiles and familiar business names are easy to identify, but they are also heavily contested. By the time a client is obvious, they may already be overserved.
The more valuable opportunity may sit earlier in the wealth creation cycle. That could mean a founder whose company has just raised capital, an employee whose ESOPs are approaching liquidity, or a promoter whose lock-in is due to expire. These individuals may not yet appear on conventional HNI lists, but their financial lives are already changing.
“The names exist before they are visible,” Sumit says. “Most firms just are not looking in the right place, or fast enough.”
This is not only an India story, in his view. It applies across any fast-growing wealth market where private capital, entrepreneurship, business ownership and family-controlled wealth dominate. Firms that depend only on known networks may still capture some opportunities, but they will struggle to see the full market as wealth forms.
Sumit believes the next competitive edge will belong to firms that can identify these signals early and connect them to RM action before the opportunity becomes widely known.
Why a Profile Is Not Research
Sumit also draws a sharp distinction between basic preparation and genuine client intelligence. A LinkedIn profile, he says, tells an RM what a person wants the market to know. It rarely reveals the deeper commercial, family, liquidity or network context that makes a conversation relevant.
For him, real research means understanding the client’s wider economic position: directorships, business interests, recent liquidity events, ownership links, family enterprise connections and existing relationships within the firm’s network. That intelligence can change the quality of the first conversation.
“The differentiator is not the product,” he says. “It is whether the person across the table actually understands the client’s situation.”
This is particularly important in a market where HNI and UHNW clients are regularly approached by multiple firms. Generic outreach is easy to ignore. A conversation anchored in specific, current and relevant insight is harder to dismiss.
Sumit argues that this is also why RM adoption can work when the problem is framed correctly. RMs do not want another dashboard for its own sake. They want to enter a meeting better prepared than their competitors.
“They want to walk in sounding like the best-prepared person that client has met all year,” he says.
Timing Decides Who Wins
Even where two firms have similar intelligence, Sumit believes speed often decides the outcome. A client experiencing a liquidity event, transaction, capital raise or major business shift may need advice immediately. A firm that takes three days to identify, research and act may lose to one that responds in three hours.
That risk is not limited to prospects. Sumit says firms often lose opportunities with clients they already serve because the RM does not know what is happening in time. The client may be involved in a transaction, moving assets, expanding internationally or preparing for liquidity, but the firm only learns about it after a competitor has already engaged.
“The deal did not go to the firm with the deepest relationship,” he says. “It went to the one that knew first.”
This is why Affluense.ai’s model is built around live triggers rather than static research. Sumit argues that acquisition intelligence cannot be something an RM runs only before a pitch. It has to keep watching the client’s world and alert the RM when something material changes.
In cross-border wealth, that becomes even more important. Business interests, family assets and liquidity events may span jurisdictions. If the firm’s intelligence layer cannot track the movement of wealth and opportunity, the relationship alone may not be enough to defend the client.
Building the Operating System
Affluense.ai’s perspective is shaped by a founding team that combines insight from both inside and outside the wealth management industry. Sumit brings a background in data, analytics, technology and financial services, with earlier roles across HealthifyMe, Mobile Premier League, BrowserStack and Simpl Pay, while Co-founder and CTO Rishi Kumar brings 18 years of wealth management experience, having previously worked with firms including Nuvama/Edelweiss, YES Securities and Kristal.ai.
He says the same pattern appeared repeatedly in conversations with RMs: they were confident in their ability to convert, but less confident in knowing who to call and when to act.
“I kept hearing the same thing,” he says. “I am good at converting. I just do not know who to call, and I find out too late.”
For Sumit, that means the industry has often misdiagnosed the problem. Wealth management firms frequently treat acquisition as a distribution challenge, addressed through better products, wider reach or improved CRM processes. He sees it instead as a data and intelligence challenge.
Affluense.ai has chosen to solve that problem first in India, a market Sumit sees as particularly difficult because wealth is often private, promoter-held, family-held and not fully disclosed. His argument is that an intelligence layer capable of working in such an environment can then extend into markets with more disclosure and structure.
The broader ambition is to help firms bring research, timing and network activation into one acquisition engine. Sumit believes this will separate firms that use AI tactically from those that redesign acquisition around intelligence.
“In five years, the winners will not be the firms that added an AI tool around the edges,” he says. “They will be the ones running acquisition as one engine.”
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About Sumit Sahu
Sumit Sahu is Co-founder and CEO of Affluense.ai. He has more than 15 years of experience in data and business leadership across India’s technology and financial services sectors. Before co-founding Affluense.ai, he led business, data and analytics functions at HealthifyMe, Mobile Premier League, BrowserStack and Simpl Pay.
At Affluense.ai, he is building a platform designed to help relationship managers identify, understand and engage high-net-worth clients with greater precision. The company is backed by Zeropearl VC, alongside Kunal Shah of CRED and Pravin Jadhav of Dhan.
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Sumit is speaking at our upcoming Hubbis India Wealth Management Forum, which is taking place on Wednesday 12th August, 2026 from 9.00am – 4.00pm at the Four Seasons Hotel, Mumbai, an event also being kindly partnered by Affluense.ai.
Find out more about the event HERE.