Freeing relationship managers to perform: a smarter way to run private banking
For decades, private banking has thrived on the trust and personal connection between relationship managers and their clients. The RM is the trusted advisor, guiding clients through everything from wealth structuring to family legacies and strategic investments.
But the world around private banking has shifted. New generations of wealth holders are more digital-savvy and more demanding. Self-made wealth creators are rewriting the rulebook. Compliance pressures are rising, all while banks face stubbornly high cost-income ratios and fixed operational models that limit flexibility. Clients want digital sophistication and personal service, not one or the other.
The data is clear on what separates the two. Growth in AUM per RM is flattening industry-wide, but McKinsey's 2026 research found that AI-driven productivity gains can boost RM output by up to 45% and help portfolio managers scale from roughly €400 million to €1 billion in AUM. The difference isn't headcount. It's operating model.
For the fuller picture of what the digital-plus-personal experience actually requires, see how to deliver white-glove services that truly resonate in private banking. This piece focuses on the other half of the equation: the relationship manager.
Cost-income ratios often sit between 75% and 85% according to Deloitte, with more than half of costs locked in as fixed. Relationship managers, the heart of private banking, are often bogged down by admin. Capgemini's World Wealth Report 2026 found that 41% of advisors' time is consumed by operational tasks instead of client-facing work. That's not just a growth barrier, it undermines the client experience and drags down NPS.
The evolving role of the relationship manager
Many HNW and UHNW clients today are digital-first, expect instant access to information, and want a service model that matches the convenience of consumer tech and luxury brands. Whether they're entrepreneurs, creatives, or heirs to family wealth, they won't tolerate clunky onboarding or outdated advice delivery. According to EY, nearly 60% of Millennials favor wealth managers who proactively enhance their digital platforms, compared to just 40% of the broader client base.
Private banking is moving toward more structured, value-driven models, with advisory and discretionary mandates becoming the norm as client assets grow. It's no longer enough to simply execute trades, clients now expect tailored advice that anticipates their needs.
Beyond service, this shift is about strategy. These mandates provide a foundation for deeper engagement and help justify higher fees through demonstrated value. Relationship managers are expected to offer proposals that align with client goals, but doing this effectively at scale remains difficult. Here's why:
What's holding relationship managers back
Despite technology investments, many private banks remain hamstrung by operational inefficiencies. RMs often work within disjointed environments, toggling between legacy CRMs, manual document processing, and siloed data sources. This is the same fragmentation problem playing out across the industry: see why 50% of private banking work lives where no wealthtech owns it.
The compliance burden also continues to mount. Know Your Customer (KYC) processes, Anti-Money Laundering (AML) checks, and onboarding documentation have grown in complexity and length. Onboarding a UHNW client, particularly one involving family trusts or cross-border holdings, can still require weeks of back-and-forth, paper trails, and internal approvals. This is where Backbase Customer Operations does the real work: automating entity mapping, Source of Wealth documentation, and KYC/AML checks that would otherwise sit on the RM's desk for weeks.
This stands in stark contrast to the world these clients are used to. In their everyday lives, they expect instant gratification: same-day bespoke deliveries, last-minute luxury travel, or 24/7 lifestyle concierge services. When a bank takes weeks to complete a process, the experience feels out of sync.
Fintechs, meanwhile, offer onboarding experiences that take minutes, not weeks. They aren't direct competitors to private banks, but they are reshaping client expectations around speed, convenience, and mobile-first interaction.
Efforts to improve RM productivity through digital tools often fall short because they fail to address the end-to-end nature of the RM's role. Tools that automate isolated tasks don't go far enough to transform the full client journey and free up RMs to focus on client meetings and revenue-generating activities.
Why past attempts fell short
None of this is a new observation, and that's exactly the problem. Many private banks have already tried to fix it, rolling out a client 360 view or a unified RM dashboard, only to see it under-deliver. The pattern is consistent: a single screen gets built on top of the same disconnected systems underneath, so the dashboard pulls data it can't fully reconcile, and the swivel-chair work never actually goes away. The idea wasn't wrong. The foundation it sat on was missing.
How to redesign RM workflows for impact
To drive growth in a demanding landscape, private banks must free relationship managers to spend less time navigating systems and more time doing what matters: building relationships, strengthening trust, reducing churn, and deepening wallet share across generations. That requires a step-change in how productivity is defined and delivered.
1. Performance backed by data
Relationship manager productivity is not a soft metric. Growth in AUM per RM has been flattening industry-wide, according to McKinsey's 2026 research, which found that AI could boost RM productivity by up to 45%, and help portfolio managers scale from roughly €400 million to €1 billion in AUM.
That's the gap between banks standing still and banks pulling ahead. Simply adding headcount doesn't close it. Making each RM materially more productive does. For a deeper look at why more tools alone don't fix this, see the RM productivity gap in private banking.
2. Unified workspaces for better collaboration
Instead of toggling between systems, RMs need unified workspaces that bring everything together: client activity, document vault, meeting facilitation, and portfolio tracking, in one place. Real collaboration happens when RMs can securely share investment ideas, exchange documents, and message clients through familiar communication channels.
Rigid workflows rarely support the level of personalization private banking demands. Client and RM collaboration needs to be intuitive and adaptable, designed around how people actually work.
3. Agentic AI that elevates the human touch
RMs won't succeed if they're the only ones doing the heavy lifting, stretching their days just to keep up. This is where Backbase Relationship Intelligence comes in: intelligent agents that remove complexity, automate routine tasks, and bring relevant insights directly into the RM's flow of work.
By orchestrating workflows like meeting preparation, product recommendations, or client outreach, these agents offload manual tasks and cut time spent on operational overhead. They pull from structured internal knowledge, regulatory policies, market data, and portfolio analytics to surface contextual insights and next-best actions, without requiring RMs to become prompt engineers.
One agent may flag compliance considerations. Another might suggest timely client interactions based on market shifts or portfolio composition. Together, they replicate the behind-the-scenes support an RM would typically coordinate manually, but faster, and with more consistency. The RM stays in the lead. These tools augment their expertise instead of replacing it, so they can focus on building stronger client relationships.
4. Actionable metrics
RMs should be supported with dashboards that bring together real-time insight into client sentiment. Relationship health indicators, like engagement frequency, client feedback, and progress toward shared financial goals, should be part of the daily workflow.
These metrics give the bank clarity, and give RMs a clear sense of where and how they can make the most impact. With the right tools, they can continuously prioritize, act, and advise based on what matters most to their clients.
5. Cultivating ownership at the front line
Relationship managers are essentially entrepreneurs within their banks. They own client relationships, coordinate with specialists, and deliver results.
That's why, beyond just handing over the tools, it's crucial to help RMs grow as professionals, whether that's training in digital collaboration, guidance on sustainable investing, or tools for family governance. A culture that nurtures this ownership is what makes the rest of it stick.
6. A platform built for real scale
Modern wealth platforms go far beyond surface-level interface improvements. They're built to support the full private banking journey, from onboarding and lending to advisory, compliance, and day-to-day servicing, underpinned by an architecture that enables consistency, speed, and scale.
It's why Deloitte identified the platform approach as a key strategy for cutting costs, speeding up time-to-market, and making costs more flexible.
Time to double down on the hybrid model
Private banking is under pressure, but it's also full of potential. What makes this industry special, trusted human relationships, doesn't need to be sacrificed in a digital world. It can be enhanced.
By equipping relationship managers with AI-powered support, unified tools, and smarter operating models, private banks can unlock the full value of their front line. When RMs are true partners instead of administrators, everyone wins: the client, the bank, and the relationship itself.
Backbase brings this together: Digital Banking for the client and RM Workspace interface, Agentic Banking (Relationship Intelligence for the AI-augmented RM, Customer Operations for onboarding and entity resolution) to handle the work behind it, and one Banking OS powering both, no rip-and-replace required. It's a purpose-built approach to private banking that honors the white-glove tradition, delivered through dedicated white-glove digital capabilities, while future-proofing the business.
To see how this plays out in practice, read how private banks winning UHNW clients deliver digital and white-glove service simultaneously, and see how we approach relationship manager productivity as a dedicated capability.
Frequently asked questions
What is the average AUM per relationship manager in private banking?
It varies widely by institution and region. The more telling number is growth: McKinsey's research shows top-quartile banks that invest in RM productivity are pulling away from the industry as AUM-per-RM growth flattens elsewhere. The gap comes from the operating model, not headcount.
How does relationship manager productivity affect AUM growth?
Productivity, not headcount, is the strongest lever. Banks that equip RMs with unified workspaces and AI-driven support consistently outgrow those that scale by hiring more RMs without changing how they work.
What percentage of time do private banking RMs spend on non-client tasks?
Estimates from McKinsey put it as high as 70% for many private banks, time lost to toggling between systems, manual compliance checks, and chasing documentation instead of advising clients.
What tools help relationship managers spend more time with clients?
Unified workspaces, agentic AI for meeting prep and next-best-action, and automated onboarding and compliance are the core categories. Each removes a specific category of manual work from the RM's day.
