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Balance and Professional Services firms in the age of AI

By Paul Platten, Ph.D. and Kenneth Kuk | July 24, 2025

Explore a resource-allocation framework in the complex and dynamic professional services sector.
Kariyer Analizi ve Tasarımı|Compensation Strategy & Design
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Effectively managing a professional services firm is about the balance: The right investments between business development now and capabilities in the future; the right leverage models between sellers and doers; and the right profit distribution between partners at the peak of their productivity and those who have accumulated significant equity ownership over time. This issue has become even more important in the age of AI, which is expected to augment workflow and staffing models in professional services.

In this article, we propose a resource allocation framework that examines resources in the complex and dynamic systems that are professional services firms. The framework is underpinned by systems theory in industrial psychology. These concepts emphasize the interdependence and interactions within an organization rather than isolated components and that argues that an imbalance in any part of the system can reverberate throughout the organization. In turn, isolated components lead to inefficiencies and reduced productivity.

In the context of professional services firms, effectively managing these complex and dynamic systems can be even more complex because of their unique organizational structure (most often partnerships) and with talent being their most important asset when knowledge work is undergoing fundamental transformation. In fact, in his bestseller Managing the Professional Services Firm, industry expert David Maister started the book with the first chapter titled “A Question of Balance.”

Balancing economic profit within a leverage model

For most professional services firms, the leverage model is the most critical balance to get right. Leverage model defines the ratio across resources at multiple levels of the organization. The optimal ratio can vary depending on the nature of work as well as the firm’s strategy in adopting AI to enhance knowledge-based work (e.g., data collection, analytics).

  • A senior resource is expected to bring in the work and serve as the client’s advisor. In a partnership environment, this role typically is served by the partner. Large engagements may require the presence of multiple senior resources. The amount of time they spend on client service delivery depends on the nature of the work — clients who buy experience and technical expertise will expect the senior resource(s) to always be present, whereas clients who buy procedural and analytical support will expect senior resource(s) to direct and guide a team of managers and associates for optimal cost effectiveness.
  • A mid-level manager takes guidance from the senior resource and coordinates work getting done by junior-level associates. In highly technical assignments, the mid-level manager may not be able to delegate and may serve as the primary client contact.
  • A junior-level associate performs the analytical and process duties that underpin client service. This cohort may be most prone to AI disruption, which creates a larger question about the sustainability of the firm’s talent pipeline and career development oppoprtunities.

The economics of a firm’s client service combined with labor market dynamics drive competitive compensation rates among managers and associates, while partners distribute the firm’s remaining profit. However, partners face a challenging decision about the optimal allocation of funding between rewarding managers and associates (e.g., promotion, salary adjustment, bonus) and maximizing the partner profit pool.

The former ensures that the firm can attract and retain the best talent and keep morale high for an often burnt-out workforce, thereby maintaining a strong pipeline for future partners of the firm. Attrition of billable staff also directly impacts revenue, in addition to the cost of turnover (e.g., search cost, training, non-productive time during ramp-up). Meanwhile, excessively depleting the partner pool to reward managers and associates may result in dissatisfaction among the partner population and result in governance risks (e.g., low support for the firm’s management team).

Successful professional services firms should be mindful about underinvesting in its non-partner workforce in the current economic environment. Today, labor markets are highly stagnant — with low volumes of job movement, employee dissatisfaction may be masked by low attrition rates. The productivity impact (some refer to this phenomenon as Quiet Quitting 2.0) and future attrition risks (dare we say, Great Resignation 2.0?) may shake the firm’s core and cause harm that will take many years to recover from.

Balancing economic profit across partner cohorts

The resource allocation across various partner cohorts is another important layer of balance a professional services firm must get right. In Managing a Professional Services Firm, Maister defined eight archetypes of partners and examined the correlation between earnings and productivity (as measured by a variety of metrics such as sales, billable hours, managerial duties, and talent development). For our purposes, we take a simple approach to partner cohorts in the context of tenure. These are broadly defined as follows:

  1. Early-career partners bring innovation and energy to the firm. They are heavily involved in client service delivery and often mentored by more experienced partners. They are still honing their skills in business development and building their reputation for their specialty domain expertise. Developing early-career partners is critical to a partnership’s sustainability.
  2. Mid-career partners are the engine behind business development. While the relative altitude of their contributions may vary by individual, they often are at the peak of career productivity. Guiding them to opportunities that will further advance their career and recognizing their contributions to the firm are critical to maintaining their motivation.
  3. Senior partners manage the most complex client relationships and engagements, and their sphere of influence often extends far beyond their individual client portfolio. Some may serve in leadership roles. In some professional services environments, their reputation alone may bring in-bound business opportunities. Their contribution to the firm often transcends traditional business development and client service delivery, such as developing the next generation of firm leaders. As they approach retirement, thoughtful multi-year transition plans with strategic succession management will be crucial to maintaining firm stability.

The central question in partner profit distribution is the balance between rewarding for productivity and recognizing partners’ economic interests in the firm as an owner. At many professional services firms, ownership (typically denominated in units) is accumulated over a partner’s career and directly to their capital contribution (i.e., buy-in) in the firm.

Tension may arise when mid-career partners at the peak of their productivity feel that they do not receive a fair portion of the firm’s earnings when they bring in more revenue or profit than longer-tenured partners who have accumulated more units over time. Four strategies may help mitigate that tension:

  • Pressure-test the ratio between partner earnings tied to competency (i.e., ability to impact the firm) and in-year performance (i.e., sales, billable hours and achievement of nonfinancial objectives)
  • Adopt a holistic partner evaluation approach that accounts for both financial performance and nonfinancial contributions to the firm (e.g., brand activation, talent development, intellectual capital with commercial value), considering intrinsic and extrinsic motivators tailored to partners at different career stages
  • Assess the partner earnings allocation system to ensure there is a reasonable connection from partner contribution and performance to unit holdings and the resulting economic interests, and that units don’t, in practice, accumulate simply by seniority
  • Formalize the transition process toward partners’ retirement and articulate ways partners can most effectively contribute to the firm in the two to three years leading up to their retirement with their know-how and professional network (and appropriately reward them for the transition)

Most professional firms have a ramp-up mechanism for early-career partners to reach a certain earnings threshold within the first few years of becoming a partner. The ramp-up is funded by both a growing partner pool and retiring partners who typically exit the firm at higher earnings levels than those newly admitted to the partnership. The most effective ramp-up mechanism gives early-career partners the room to grow into their responsibilities as a partner while ensuring that high-performing early-career partners are rewarded for their impact and contribution.

A delicate balance

Finding balance in the professional services firm system is critical to the sustainable development of the organization. Dynamic business and operating environments set partnerships on a never-ending search for equilibrium.

Authors


Managing Director, Work & Rewards (Boston)
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Senior Director, Work and Rewards
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