Mois : mars 2026

In sophisticated wealth environments such as family offices, ultra-high-net-worth structures, and multi-entity portfolios, client accounting is far more than bookkeeping.

It is the operational backbone that enables transparency, governance, and confidence in financial decision-making.

Every investment, entity structure, distribution, and expense ultimately flows through accounting systems. When those systems are fragmented or manual, the consequences ripple throughout the organisation, delayed reporting, reconciliation challenges, compliance risk, and limited visibility for principals and executives.

As wealth structures grow more complex and global, modern client accounting platforms must evolve beyond spreadsheets and disconnected tools.

This is where platforms such as AtlasFive® by Eton Solutions are redefining what client accounting can deliver.

Why Client Accounting Has Become a Strategic Priority

Family offices and wealth management organisations are operating at an increasingly institutional level.

Portfolios span multiple jurisdictions, asset classes, custodians, and legal entities. Private investments introduce capital calls, partnership allocations, and valuation complexity. Governance expectations from principals and regulators continue to rise.

In this environment, client accounting is the single source of operational truth.

When accounting infrastructure is strong, organisations gain:

• Accurate and consolidated financial reporting
• Clear visibility into cash flow and performance
• Reliable governance and audit trails
• Confidence in tax, compliance, and regulatory processes

However, many organisations still rely on fragmented systems that were never designed for the complexity they now manage.

Spreadsheets and traditional accounting tools struggle to keep pace with multi-entity structures, cross-border investments, and increasing reporting expectations.

The result is operational friction that consumes time, introduces risk, and delays insight.

AtlasFive®: Client Accounting Built for Modern Wealth Operations

AtlasFive® was designed specifically to support the operational needs of family offices, wealth managers, and complex investment structures.

Recognised as the Client Accounting Winner at the WealthBriefing WealthTech Americas Awards 2026, AtlasFive® provides a fully integrated accounting environment capable of managing the complexity modern wealth organisations face.

Rather than treating accounting as a standalone function, AtlasFive® integrates it into a unified operating platform where financial data, investments, and governance workflows coexist in one secure environment.

The result is greater clarity, stronger controls, and significantly reduced operational friction.

A Single Source of Truth Across Ledgers

One of the most persistent challenges in wealth operations is fragmented financial data.

AtlasFive® addresses this through a unified accounting architecture that consolidates multiple ledgers into a single platform:

• General Ledger (GL)
• Investment Book of Record (IBOR)
• Capital Book of Record (CBOR)

This structure ensures that transactions, investment activity, and capital allocations are synchronised and reconciled across the organisation.

By maintaining a single, authoritative source of financial truth, AtlasFive® enables accurate reporting, improved oversight, and audit-ready financial records.

Automating Reconciliation Across Accounts and Entities

Manual reconciliation remains one of the most time-consuming processes in wealth operations.

Transactions must be gathered from banks, custodians, and portfolio systems before being matched, coded, and verified. When handled manually, this process introduces delays and increases the risk of errors.

AtlasFive® automates reconciliation workflows by aggregating transaction data, applying accounting rules, and matching entries across accounts and entities.

This automation significantly reduces manual work while ensuring that financial data remains accurate and up-to-date.

Operational teams can then focus on oversight and analysis rather than repetitive administrative tasks.

Managing Multi-Entity and Multi-Currency Complexity

Family offices frequently manage dozens, or even hundreds, of entities spanning multiple jurisdictions.

These structures introduce additional complexity around currency management, reporting standards, and transaction flows.

AtlasFive® provides native support for multi-entity and multi-currency accounting, allowing organisations to manage complex financial structures within a single platform while maintaining consistent reporting and transparency.

This capability is particularly valuable for global portfolios where assets, investments, and expenses are distributed across multiple countries and regulatory environments.

Real-Time Reporting for Decision-Makers

Executives, principals, and family office stakeholders increasingly expect real-time insight into financial positions and performance.

AtlasFive® enables this through dynamic dashboards and reporting tools that provide visibility into:

• Financial position
• Cash flow
• Investment performance
• Entity-level activity

Client statements, operational dashboards, and governance reports can be generated quickly, providing decision-makers with timely and reliable insight.

Built for Governance and Audit Readiness

In regulated environments, transparency and accountability are essential.

AtlasFive® includes built-in governance capabilities such as:

• Transaction audit trails
• Approval workflows
• Change history tracking
• Compliance-ready reporting

These controls help organisations maintain strong governance while simplifying external audit processes.

Rather than reconstructing financial activity after the fact, organisations can rely on a continuously maintained audit trail.

From Data Intake to Insightful Execution

Modern client accounting platforms must manage the entire lifecycle of financial data.

AtlasFive® follows a structured workflow that transforms raw data into actionable insight:

1. Centralise Data
   Transactions and balances are automatically gathered from banks, custodians, and external systems.
2. Automate Reconciliation
   The platform reconciles, validates, and codes transactions while flagging exceptions.
3. Generate Insightful Reporting
   Client statements, consolidated financials, and performance dashboards are produced with speed and accuracy.
4. Maintain Governance and Audit Trails
   Full transparency is maintained through detailed logs, version histories, and approval controls.

The Future of Client Accounting

As wealth structures continue to grow in complexity, client accounting will become even more central to operational success.

Leading organisations are moving away from fragmented tools toward integrated platforms that combine accounting, investment oversight, and governance in a single environment.

By modernising client accounting infrastructure, family offices and wealth managers gain the clarity and operational resilience required to manage wealth across generations.

Experience Modern Client Accounting

Discover how AtlasFive® helps wealth organisations automate reconciliation, unify financial data, and gain real-time visibility across complex structures.

Family offices have evolved far beyond their traditional role of managing wealth. Today, they operate as sophisticated enterprises responsible for investment strategy, governance, reporting, accounting, and long-term legacy planning.

The 2026 Global Family Office Report (Global Family Office Report 2026, J.P. Morgan Private Bank), based on insights from more than 300 family offices worldwide, highlights how these organisations are adapting to a rapidly changing landscape.

From artificial intelligence to rising operational complexity, the report reveals several powerful trends reshaping how family offices operate, and why the right technology platform has become essential.

Solutions like Eton Solutions’ AtlasFive® platform and EtonAI™ intelligence layer are designed specifically to address these challenges, enabling family offices to transform operational complexity into clarity and control.

Family Offices Are Becoming More Complex Organisations

Over the past decade, family offices have expanded in size, capability, and global reach. Many now oversee investments across industries, geographies, and generations, making them more comparable to institutional investment organisations than private administrative offices.

Managing multi-entity structures, private investments, trusts, partnerships, and cross-border assets requires operational infrastructure that many family offices are still building.

This is where integrated platforms such as AtlasFive become critical.

AtlasFive® acts as the operating system for family offices, bringing together:

• Investment accounting
• Partnership and entity accounting
• General ledger and reporting
• Document management and workflows
• Aggregated portfolio reporting

By consolidating operations onto a single platform, family offices gain a single source of truth across their entire wealth ecosystem, eliminating fragmented systems and manual reconciliation processes.

AI Is a Priority. But Implementation Is Lagging.

Artificial intelligence has quickly become one of the most discussed opportunities in family office operations.

The report shows that 65% of family offices plan to prioritise AI, yet many struggle to move beyond experimentation. (Global Family Office Report 2026, J.P. Morgan Private Bank).

The challenge is not interest, it is infrastructure.

AI requires structured, reliable data and integrated operational systems to function effectively. Many family offices still rely on fragmented software tools or manual processes, limiting their ability to apply AI in meaningful ways.

Eton Solutions addresses this gap through EtonAI™, an AI companion built directly on top of the AtlasFive platform.

EtonAI™ enables family offices to:

• Automate document extraction from capital calls, distribution notices, and tax documents
• Assist with operational tasks through conversational AI and voice commands
• Analyse investment and operational data in real time
• Support workflow automation across accounting, reporting, and operations

By embedding AI into the operational system itself, Eton Solutions allows family offices to move from AI ambition to practical implementation.

Rising Costs Are Forcing Operational Change

Operating a family office is becoming increasingly expensive.

According to the report, the average annual operating cost for a $1 billion family office is $6.6 million, driven largely by talent competition and the need for specialised expertise. (Global Family Office Report 2026, J.P. Morgan Private Bank).

Technology and automation are becoming critical tools for controlling these costs.

Platforms like AtlasFive help family offices:

• Automate reconciliations and accounting workflows
• Reduce manual data entry and reporting processes
• Improve operational efficiency without increasing headcount
• Scale operations as assets grow

In many cases, automation can reduce hours of manual operational work to minutes, allowing teams to focus on strategic oversight rather than administrative tasks.

Private Investments Continue to Gain Momentum

Private markets remain one of the most important areas of focus for family offices.

Many organisations are increasing allocations to private equity, venture capital, private credit, and real estate, seeking diversification and long-term growth.

However, private investments introduce significant operational complexity.

Capital calls, distributions, fund reporting, valuations, and partnership allocations require sophisticated tracking and accounting processes.

AtlasFive was designed specifically to manage these complexities, offering:

• Automated capital call and distribution tracking
• Partnership accounting and allocations
• Private investment reporting and valuations
• Integrated document management for fund communications

This allows family offices to manage private market exposure with institutional-grade operational control.

Governance and Legacy Are Becoming Strategic Priorities

Beyond investment performance, family offices are increasingly focused on governance, succession, and long-term continuity.

The report highlights that 57% of family offices prioritise preserving family values, governance, and legacy, yet many organisations still lack formal succession plans for leadership roles. (Global Family Office Report 2026, J.P. Morgan Private Bank).

Technology plays an important role in strengthening governance.

Platforms like AtlasFive provide:

• Complete audit trails for financial activity
• Structured workflows for approvals and governance
• Secure document storage for legal and fiduciary records
• Consolidated reporting for stakeholders and family members

These capabilities help family offices maintain transparency, accountability, and continuity across generations.

Technology Is Becoming the Foundation of the Family Office

One of the clearest conclusions from the report is the growing demand for integrated technology platforms. (Global Family Office Report 2026, J.P. Morgan Private Bank).

Family offices increasingly require:

• Aggregated reporting across institutions
• Real-time visibility into assets and investments
• Integrated accounting and operational infrastructure
• Strong cybersecurity and data governance

Eton Solutions was built specifically to deliver this foundation.

Through AtlasFive®, EtonAI™, and EtonAlpha™, the platform provides an end-to-end operating environment that unifies:

• Investment data
• Entity structures
• Financial reporting
• Operational workflows
• AI-driven insights

This allows family offices to move away from fragmented tools and toward a fully integrated digital operating model.

Le Family Office du futur

The next generation of family offices will look very different from those of the past.

They will operate with:

• Institutional-grade investment infrastructure
• AI-enabled operational intelligence
• Integrated accounting and reporting systems
• Strong governance frameworks
• Real-time visibility into global wealth structures

As complexity continues to grow, the ability to unify operations, data, and reporting will become one of the defining advantages of leading family offices.

Platforms like AtlasFive® et EtonAI™ enable family offices to transform complexity into clarity, helping them manage risk, control costs, and support future generations.

Ready to simplify your family office operations?

Discover how AtlasFive®, EtonAI™, and EtonAlpha™ help family offices unify data, automate operations, and gain real-time visibility across complex wealth structures.

1. Tell us about yourself and your role at Eton Solutions.

I’m the Chief Information Officer at Eton Solutions, and I’ve been working in AI for about 40 years. To be honest, about 36 of those years were what we call the AI winters—lots of promise but very little real-world adoption. The advantage of living through those cycles is that you learn what actually works in enterprise environments and what doesn’t. Today we’re finally at the point where AI can move from experimentation to operational impact.

2. Tell us about Eton Solutions and its offering in this space.

Wealth management historically lacked a true enterprise operating platform. Eton Solutions was founded in 2015 with a clear mission: to build the ERP for wealth management. Today, a decade later, we manage over $1.4 trillion in assets on platform, covering investment accounting, partnership accounting, tax, and trust — the full operational backbone of a modern family office.

At the core is AtlasFive, our System of Record. That’s critical because in wealth management, trust and auditability are non-negotiable. AtlasFive®provides the single source of fiduciary-grade truth — deterministic, governed, and reliable.

In 2020, we introduced AI through machine learning and expert systems. In early 2023, we expanded into generative AI with EtonAI™. But we didn’t just add AI — we built a System of Action that focuses on delivering business outcomes. If AtlasFive® is the institutional memory, EtonAI™ is the operational brain. It turns trusted data into decisions, workflows, and insight. AI without a system of record is guesswork. Anchored to fiduciary data, it becomes transformative.

That’s the journey: from system of record to intelligent system of action — and now toward an AI-native operating model.

3. What types of clients do you work with and target?

We started with family offices, which remain our core segment. As the platform matured, we expanded to adjacent segments that face similar operational complexity—wealth owners, business managers, trust companies, and private equity firms. We’ve grown so we can handle clients from $25 million to multi-billion-dollar family enterprises.

4. What components make up the EtonAI™ solution?

EtonAI™ is anchored by two core components: the Co-Pilot and Agentic automation. The Co-Pilot is the conversational interface—users simply ask it to execute tasks, whether that’s updating a beneficiary or running a query. It interprets, acts in AtlasFive®or connected systems, and returns results—streamlining human decision- making.

The Agentic layer is a suite of autonomous agents. They handle repeatable workflows—retrieving fund documents, classifying transactions, and routing them downstream—operating independently but within strict governance. Together, the Co-Pilot enables guided action; the agents deliver scalable execution.

The key shift is that AI is no longer just an interface — it is becoming an execution layer that can complete operational work across systems.

5. What problems were you trying to solve when you founded EtonAI™?

AtlasFive® is a powerful system of record — it processes investment, accounting, tax, and trust data with fiduciary precision. But even the best system of record doesn’t complete the work. It stores truth; it doesn’t reason.

EtonAI™ was built to close that gap. It is an AI reasoning and decisioning engine layered on top of AtlasFive®that doesn’t just surface data — it executes workflows and delivers outcomes. Reconciliations, allocations, validations, approvals — the operational heavy lifting.

For clients, this is critical because scale in wealth management doesn’t break at the ledger — it breaks in the human bottleneck. Month-end close, capital call processing, transaction validation — these are judgement-heavy, repetitive processes that consume hundreds of hours and create operational risk.

That’s where our Maker–Checker–Learner model becomes strategic.

The AI acts as the Maker — drafting, classifying, preparing. The human remains the Checker — providing fiduciary oversight and approval. And the Learner captures every correction and edge case, reinforcing it back into the system.

Over time, the platform adapts. It gets smarter with each exception, each allocation nuance, each entity structure. That means fewer repeat errors, less rework, and compounding efficiency gains.

This model mirrors the governance structures that already exist in financial institutions — separation of duties, review, and continuous learning.

For customers, this isn’t just automation. It’s adaptive operational intelligence — scale without sacrificing governance.

6. What are the key characteristics and benefits of EtonAI™?

First: productivity.
We typically deliver a 30% improvement at minimum, and in some workflows — like approvals or document processing — we’ve seen 8x gains. Tasks that took two hours now take five minutes. Month-end close and mark-to-market are prime examples. The point isn’t incremental efficiency — it’s step-change acceleration. AI changes the economics of operations. Work that previously required teams can now be executed as intelligent workflows.

Second: decision quality.
EtonAI™ doesn’t just speed up approvals; it enriches them. A capital call decision, for example, can be evaluated against commitments, historical allocations, fund performance, liquidity positions, and contractual terms — instantly. Instead of acting on one or two data points, clients act on full-context intelligence. Faster decisions — and better ones.

Third: expansion of capability.
We call it eliminating the “embarrassment tax.” AI gives teams the ability to interrogate tax filings, partnership structures, or performance drivers before speaking to external advisers. You’re not replacing experts — you’re showing up to the conversation informed. That elevates the quality of governance across the organization.

So the impact is clear:
More output. Better judgement. Broader capability.
All without adding headcount.

7. What key lesson have you learned from your deployments in AI in recent years?

The key lesson is that enterprise AI deals in probabilities, not absolutes. If the AI is 85% correct, that’s powerful—but only if you know exactly which 15% needs human correction. The process must be built so that every decision point is transparent and auditable—you know what the AI got right, and exactly where a human steps in.

That’s why enterprise AI isn’t like a B2C chatbot. Chatbots offer answers, but enterprise AI must deliver governed outcomes. EtonAI™ was built for B2B: every step is explainable, auditable, and scalable. We learned that success comes from combining AI’s speed with human judgement at the right moments. In short: AI doesn’t replace governance—it makes it scalable and smarter every step of the way.

Enterprise AI is not about perfect answers — it’s about governed outcomes.

8. What’s next on the roadmap for Eton Solutions?

We are currently rolling out EtonAI 2.0, which focuses on delivering a much broader range of completed operational outcomes, not just assisting with individual tasks. The industry is moving from systems that record activity to systems that complete work autonomously.

Historically, our AI capabilities were concentrated within AtlasFive, helping automate activities such as document processing, data extraction, and transaction handling. The next phase expands this capability so that EtonAI™ can coordinate work across the different systems family offices rely on — investment platforms, CRM systems, document repositories, and external data sources.

The goal is to move from AI that helps people do tasks to AI that completes entire operational jobs. For example, preparing daily data updates, assembling reports, reconciling transactions, organizing documents, or supporting the month-end close process.

As we increase the number of these automated outcomes, operations teams spend less time on manual coordination and exception handling. Instead, they can focus on oversight, decision-making, and governance — ensuring accuracy, reviewing exceptions, and managing the increasingly complex financial environments that family offices operate in.

In short, the roadmap is about delivering more operational outcomes through AI, while enabling people to concentrate on higher-level activities that require judgment, control, and accountability.

9. What trends do you see shaping the wealth management sector and how is Eton Solutions supporting them?

For decades, competitive advantage in wealth management came from owning proprietary data. Today, most firms have access to similar data sources. The real value has shifted to the ability to orchestrate that data using AI, particularly in a world that is becoming more politically and economically fragmented, where resilience is increasingly augmenting—and in some cases replacing—pure efficiency as the operating priority.

One of the most important shifts is the move from simple AI assistants to agentic AI operating models. Earlier systems summarized information; today AI can coordinate and complete multi-step operational workflows—such as data aggregation, reconciliation, reporting, and document processing. At Eton Solutions, EtonAI™ acts as an operational intelligence layer, completing work across the family office rather than simply assisting with individual tasks.

Another major trend is the emergence of a “unified client brain.” Wealth managers are building consolidated views of clients across investments, entities, documents, and life events to deliver personalized service at scale. AtlasFive® combined with EtonAI™ brings operational data, documents, and workflows into a unified environment where intelligence can be applied consistently across the entire client relationship.

At the same time, AI is not replacing advisors—it is amplifying them. By automating a significant portion of administrative work, often 30–40 percent of operational activity, AI allows professionals to focus on governance, strategic decisions, and client relationships, particularly in complex multi-generational families.

Overlaying all of this is a more complex global political and regulatory environment, with cross-border tax regimes, geopolitical fragmentation, and divergent rules around AI and digital assets. As wealth becomes more mobile, firms need systems that can manage complexity while maintaining transparency and compliance.

This is where AtlasFive and EtonAI™ come together: AtlasFive® provides the operational system of record, while EtonAI™ provides the intelligence layer that helps manage workflows and decisions across that environment.

Ultimately, success in modern wealth management will be defined less by who owns the most data and more by who can manage complexity with the greatest transparency and trust.