Firm Operations
Running a CAS Practice: Staffing, Cadence and Technology
How to staff and run a CAS practice: team structure, the monthly operating cadence, and the technology and AI stack that keep the close on time.
Andrew Sedlacek, CPA8 min read
A CAS firm delivers recurring accounting and advisory services to clients, from transaction processing and monthly reporting up through controller and CFO-level guidance, under an ongoing engagement rather than an annual compliance cycle. The work is continuous, the fee is usually fixed or subscription-based, and the deliverable is a decision-ready picture of the client's business every month.
One point of confusion worth settling immediately: in accounting, CAS means client advisory services or client accounting services. It is unrelated to Chemical Abstracts Service, the Casualty Actuarial Society, or the government Cost Accounting Standards that apply to federal contractors.
This is the first post in a three-part series on building and running a CAS practice. This post covers what CAS is, what a CAS firm actually delivers, and how engagements are scoped. Part 2 covers staffing, the operating cadence, and technology. Part 3 covers pricing models and engagement classification under SSARS 27.
You will see all three labels, and in practice they describe the same service line. The AICPA and CPA.com, which publish the profession's benchmark data on this practice area, define client advisory services as a firm practice area designed to help clients outsource their accounting and finance needs across a spectrum of financial, accounting, and advisory services, per the CPA.com CAS glossary.
The terminology has drifted over the years. "Client accounting services" was the older label, centered on outsourced bookkeeping and controllership. As firms layered forecasting, KPI reporting, and strategic guidance on top, "client advisory services" became the preferred expansion, and "CAS accounting" shows up as shorthand for the whole category. When a prospect asks whether your CAS practice does client accounting services, the honest answer is that the terms are used interchangeably and the real question is where on the service spectrum their engagement sits.
What CAS is not: it is not an attest service, it is not a one-off consulting project, and it is not tax return preparation. A CAS firm may also do those things, but they are separate engagements with separate standards, and keeping the boundary clean matters for both quality control and independence. More on that below.
The clearest published structure for CAS scope comes from CPA.com, which splits the practice into two levels. Do not overcomplicate it with homegrown tier systems; this one is standard across the profession's benchmark data.
Financial CAS is the foundation: cloud-based financial services providing monthly financial reporting and typical accounting services with monthly controller-level oversight, ideally delivered through a standardized dashboard of financial information, as the CPA.com glossary defines it. In plain terms, the firm owns the client's books: transaction coding, reconciliations, month-end close, and a reporting package reviewed at the controller level before it reaches the client.
The limitation is that financial CAS is largely historical. As the Journal of Accountancy put it in its coverage of the CAS 2.0 framework, standardized financial reporting gives a backward-looking view of performance, with limited ability on its own to drive better business decisions.
Business insights CAS is the advisory layer: the actionable intelligence and strategic recommendations derived from analyzing a client's financial and operational data, enabling firms to help clients navigate complex business environments and make strategic decisions with confidence, again per the glossary definition. This is budgeting and forecasting, KPI tracking against industry benchmarks, cash flow planning, and fractional CFO work.
CPA.com's CAS 2.0 framework describes how a firm scales from the first level to the second by focusing on four pillars: leadership alignment, practice development, technology integration, and operational excellence. The spectrum language is useful with clients too: an engagement can start as financial CAS and progress toward insights-based advisory work as the client's needs and the firm's capacity grow.
The economics reward the climb. In the 2024 CPA.com and AICPA PCPS CAS Benchmark Survey, CAS practices reported a median growth rate of 17%, and firms with significant revenue from CFO-level or business insights services earned more than 30% higher monthly recurring revenue.
A CAS engagement lives or dies on scope discipline. The engagement letter should name the services in plain terms, and anything outside that list is a change order, not a favor.
What typically goes in:
What stays out, and should be said out loud in the scoping conversation:
The classification question underneath all of this, including when financial statement preparation falls under SSARS and when a firm may elect the consulting standards instead, changed in 2025 and is worth its own discussion. That is the subject of Part 3 of this series.
If your firm is still deciding whether to build a CAS practice at all, that is a strategy question rather than a scoping question, and we covered the case for moving into advisory work in How to Grow Past Taking Every Client. This series assumes you have made the decision and focuses on delivery.
CAS is also a career path, and the roles look different from a traditional compliance ladder. A mature CAS practice typically runs with staff accountants handling transaction work, seniors or supervisors running the close, controllers reviewing reporting packages across a client portfolio, and a CFO-level advisor on the engagements that warrant one. Firms building CAS practices also add roles that compliance practices rarely carry: the Journal of Accountancy's practitioner guidance on starting a CAS practice specifically names project manager and client success advocate as positions worth creating.
There is no separate license for CAS work. A CPA license matters for the controller and CFO layers and for anything approaching attest territory, but much of the transactional layer is staffed by skilled non-CPA accountants. The AICPA and CPA.com offer training programs and certificates in CAS practice development, and software vendors run their own certification tracks, but these are professional development credentials rather than regulatory requirements.
For practitioners weighing a move into CAS, the honest pitch is this: the work is recurring rather than seasonal, the client relationships are continuous rather than transactional, and the skill that gets rewarded is translating financial data into operating decisions.
Tools like Marble's Intelligence agent fit naturally inside this workflow at one specific moment: when a CAS client's operating decision raises a tax question and the firm needs a defensible, citation-backed answer with a client-ready written explanation, without pulling the engagement off its monthly cadence. Ask the federal or state question in plain English, get an answer linked to primary authority, and generate the client memo for your review. Sign up for Marble.
A CAS firm, or a CAS practice inside a larger firm, delivers recurring accounting and advisory services to business clients under an ongoing engagement. The scope runs from transaction processing and monthly reporting through controller oversight and CFO-level advisory work, usually priced as a fixed or subscription fee rather than hourly billing.
In accounting, CAS stands for client advisory services, and you will also see the older expansion client accounting services. The two labels describe the same practice area and are used interchangeably. CAS in accounting has nothing to do with Chemical Abstracts Service, the Casualty Actuarial Society, or the federal Cost Accounting Standards.
Bookkeeping is one input to CAS, not the whole service. A CAS engagement includes the transactional work a bookkeeper would do, but adds controller-level review, a monthly reporting package, and, at the advisory level, forecasting and strategic guidance. The ongoing engagement structure and the advisory layer are what separate a CAS firm from a bookkeeping service.
They are different kinds of things. CAS is a service line: the work a firm performs for a client. GAAP is a financial reporting framework: the rules financial statements are prepared under. A CAS engagement may deliver reporting prepared under GAAP or under a special-purpose framework such as the tax basis of accounting, depending on what the client and their lenders need.
There is no license or regulatory credential specific to CAS. The AICPA and CPA.com offer practice-development training and certificate programs for CAS professionals, and the major accounting software vendors offer certifications on their platforms. A CPA license remains the core professional credential for the controller and CFO layers of the work.
This article is a general discussion of certain accounting and tax developments and related topics of interest and should not be relied upon as accounting or tax advice. If you require accounting or tax advice you should consult a qualified practitioner.
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