Choosing an FP&A or Enterprise Performance Management (EPM) platform is rarely just a software decision. Most evaluation processes compare functionality, vendor demonstrations, analyst rankings and licence costs. Those factors all matter, but in my experience they rarely determine whether an implementation becomes a genuine planning capability, or simply another system to maintain.

After helping organisations transform planning across finance, operations, and supply chain, I've come to one consistent conclusion. The biggest predictor of success is not the software you choose. It is whether that software matches the complexity of your organisation, not just today, but as your business evolves.

A company running a straightforward finance-led budgeting process does not need the same planning architecture as a global organisation connecting finance, sales, operations, supply chain and workforce planning. Equally, a complex organisation can quickly outgrow a new platform if it cannot evolve alongside the decisions the business needs to make.

The real question is not:

Which platform has the best functionality?

But rather:

Which platform best fits the complexity we have today, and the complexity we are likely to face tomorrow?

Most unsuccessful EPM programmes are not technology failures. They are complexity mismatches.

Why complexity matters more than feature lists

Most modern FP&A platforms can produce budgets, forecasts, reports and dashboards. Differences certainly exist, but functionality alone rarely explains project success or failure.

One of the biggest misconceptions I encounter is that planning complexity is created by the software.

It isn't.

The software simply reflects the complexity that already exists in your business.

As organisations grow, planning rarely remains a finance activity. Sales, operations, procurement, manufacturing, workforce planning and finance begin sharing assumptions and influencing one another's decisions. The planning platform simply needs to keep pace.

I've never seen a planning transformation succeed because one platform had a few extra features than another. Successful programmes begin because organisations understand the decisions they need to make and choose technology that supports those decisions.

Planning usually breaks down because organisations struggle to adapt their models as the business grows. Data becomes fragmented, planning extends beyond finance, governance becomes more demanding, and new business questions emerge faster than the planning model can accommodate.

Typical warning signs include:

• Models that become difficult to maintain.

• Increasing manual workarounds and spreadsheet dependencies.

• Operational drivers disconnected from financial outcomes.

• Poor governance over assumptions and model changes.

• A platform selected for today's budgeting process but unable to support tomorrow's planning needs.

Businesses don't outgrow planning software because the software stops working. They outgrow it because the business starts asking questions the platform was never designed to answer.

Not sure how mature your planning capability really is?

Before comparing software, it helps to understand where your planning process stands today.

Our FP&A Maturity Self-Assessment benchmarks your planning capability and highlights where improvements will have the greatest impact.

Start with decisions, not software

Many organisations begin software selection by asking users which functionality they would like.

While useful, that often produces a long wish list without clarifying which capabilities will genuinely improve business performance. I believe software selection should be one of the last decisions in a planning transformation, not the first. Until you've understood how your business makes decisions, it's almost impossible to know what technology you'll really need.

Rather than asking what functionality users would like, start by asking which decisions create the greatest value for the business. The objective is not simply to produce faster forecasts or better reports. It is to enable better decisions about pricing, investment, production capacity, inventory, profitability, workforce planning and growth.

Those decisions determine the level of modelling sophistication, integration and governance your platform needs to support. In my experience, organisations don't suddenly become "complex". They become connected. Every pricing decision affects demand. Demand changes affect production. Production changes inventory, procurement and cash flow.

The more those decisions influence one another, the more connected your planning platform needs to become.  Once those decisions are clear, it becomes much easier to determine the level of planning capability your organisation actually needs. Only then does comparing platforms become meaningful.

Start with a Discovery Sprint

The best software decisions begin with understanding your planning challenges, business priorities and future ambitions, not product demonstrations.

Our Discovery Sprint begins with a structured workshop that helps organisations map their planning processes, identify the decisions that create the greatest business value, assess current and future planning complexity, and recommend the planning capability required before technology is evaluated.

It gives you confidence that you're selecting software to support your business, rather than reshaping your business around the software.

Why we work with multiple platforms

At Profit&, we work with Anaplan, Jedox and Abacum because organisations face very different planning challenges. No single platform is right for every organisation. One of the most expensive mistakes I see is organisations buying more planning capability than they actually need. Complexity isn't a badge of honour. If a simpler platform enables better decisions, then it is the better choice. 
I've also seen organisations choose software that solved today's budgeting process but became a constraint within a few years because the business had outgrown it.

Both mistakes are expensive. One creates unnecessary complexity, the other unnecessary limitations.

Technology should follow business requirments, not the other way around. Our role is not to persuade our clients that one platform is better than another. Our role is to help them choose the platform that best supports the way their business makes decisions today, and then prepare for the decision they will need to make tomorrow.

Understanding the Market: Scale Versus Planning Complexity

The most useful way to compare Anaplan, Jedox and Abacum is not as three competing products, but as platforms designed for different levels of organisational scale and planning complexity. As businesses grow, planning becomes increasingly connected. More business units, more operational drivers, more users and more systems all increase the need for robust modelling and governance.

This is also why demonstrations can be misleading. Every planning platform looks impressive in a demonstration. After several vendor demonstrations, it's easy to come away thinking every solution can solve every problem. The real test is connecting what you've seen in a carefully prepared demo with the planning decisions, operational complexity and day-to-day realities of your own business.

After all, a successful implementation isn't about modelling a perfect scenario for thirty minutes. It's about supporting five years of organisational change, acquisitions, new products, restructures and evolving planning processes without having to rebuild the model every budget cycle.

Rather than comparing feature lists, I find it far more useful to compare the environments each platform was designed to support. Every organisation sits at a different point on the planning maturity journey, and each of these platforms has particular strengths depending on the level of connected planning, modelling sophistication and governance required.

I've put together the comparison below to help you compare Anaplan, Jedox and Abacum in the context of your own organisation. It's not intended to identify a winner. Instead, it's designed to help you think about which platform is most likely to support the way your business plans, collaborates and makes decisions, both today and as your planning requirements evolve.

FP&A Software comparison

This comparison should be viewed as a guide, not a rulebook.

While company size and revenue can help narrow the field, the right platform ultimately depends on your planning complexity, data volumes, decision-making requirements, and the level of modelling your business needs to support. In practice, there are always exceptions.

Take Lumag, for example. Despite being a mid-market manufacturer, it selected Anaplan because its planning requirements extended well beyond traditional FP&A. The business needed a single source of planning data, customer and product profitability analysis, activity-based cost allocation, and rapid scenario modelling across variables including sales volumes, pricing, material costs, bill of materials changes, energy prices, labour costs and foreign exchange.

The deciding factor wasn't company size. It was the complexity of the planning decisions the business needed to make.

Revenue can help narrow the field. Planning complexity should drive the final decision.

Not sure what level of planning capability your organisation needs?

Choosing the right platform starts with understanding your planning requirements, not simply comparing software features.

If you're still assessing your options, our FP&A Maturity Self-Assessment will help you evaluate your current planning capability, identify where your biggest planning challenges lie, and understand the level of planning sophistication your organisation is likely to need as it grows.

Whether your next step is a finance-first planning platform or a fully connected enterprise planning solution, the assessment provides a structured way to reflect on your current planning capability, and the direction your organisation is heading. You'll be better placed to identify the capabilities your business really needs before evaluating software options.

Where Anaplan, Jedox and Abacum fit

Anaplan: Enterprise connected planning

Anaplan is best suited to organisations where planning extends well beyond finance. It excels in complex environments that connect commercial, operational, workforce and supply chain planning through shared models and assumptions.

One project that reinforced this involved a global recycled paper manufacturer. What initially appeared to be a production planning exercise quickly became a model connecting production volumes, machine capacity, energy consumption, raw material usage, inventory and financial performance. A change on one production line created consequences across multiple parts of the business, making it essential to understand the operational and financial impact of every decision before action was taken.

Planning was no longer about creating a production schedule. It was about giving the business confidence that every operational decision was supported by a clear understanding of its financial consequences. That is where enterprise connected planning delivers real value.

It's also important to recognise that this level of planning complexity isn't limited to global enterprises. We saw the same requirement with Lumag, a mid-market manufacturer with around 1,500 SKUs. Despite its size, the business needed to connect sales forecasting, production planning and product profitability, while modelling the impact of changes in pricing, material costs, energy prices and foreign exchange. The deciding factor wasn't company size. It was the complexity of the planning decisions the business needed to make.

Anaplan's greatest strength is its scalability. Rather than supporting individual planning processes, it enables organisations to build an enterprise-wide planning capability that evolves alongside the business. However, with that flexibility comes responsibility. Strong model design and governance are essential to ensure the platform remains intuitive, maintainable and capable of supporting future growth.

If you think Anaplan might be the right fit for your organisation, explore how it supports enterprise connected planning.

jedox: Structured planning with familiar finance workflows

Jedox occupies the middle ground between finance-first platforms and enterprise connected planning.

It is particularly attractive to organisations that have outgrown spreadsheet-based planning but don't necessarily need the level of operational modelling associated with large enterprise planning platforms. It combines an Excel-native planning experience with robust modelling, broad integration capabilities and centralised governance, making it well suited to organisations looking to modernise planning without dramatically changing the way finance teams work.

I've found this is often the sweet spot for organisations that are growing steadily and finding it increasingly difficult to manage planning across multiple systems, business units or legal entities. They need more structure, better governance and a single version of the truth, but they also want finance teams to remain productive in an environment that feels familiar.

We see this reflected in organisations such as Construction Forms, a manufacturer of concrete forming systems for the construction industry, where business growth created the need to bring planning data together from multiple ERP systems into a single, trusted planning environment.

Similarly, DÜRR DENTAL, a global manufacturer of dental equipment and imaging systems, selected Jedox to complement its existing Excel-based reporting with a scalable platform that integrated data from multiple business units, and provided a consistent global view across more than 40 countries. The familiar Excel interface helped finance users adopt the platform quickly, while the integration capabilities provided the foundation for more connected planning as the business continued to grow.

Like any flexible platform, success still depends on disciplined governance. Without it, planning models can gradually become harder to manage as business requirements evolve. The advantage of Jedox is that it provides finance teams with a structured planning environment that can grow with the organisation, while preserving the familiarity and flexibility they value.

If you think Jedox might be the right fit for your organisation, explore how it combines structured planning with an Excel-native experience.

Abacum: MODERN FINANCE-FIRST FP&A

Abacum is designed for organisations that want to modernise FP&A quickly without implementing a large enterprise planning architecture.

Its strengths are speed, usability and rapid adoption. For many growing businesses, replacing spreadsheet-driven planning with a collaborative cloud platform delivers significant value without introducing unnecessary complexity.

Abacum is also the only platform in this comparison built as an AI-native FP&A solution. Rather than treating AI as an add-on, it is embedded into the platform to help finance teams automate repetitive tasks, accelerate modelling and reporting, and spend more time supporting business decisions. For organisations looking to increase finance productivity without increasing planning complexity, that can be a significant advantage.

I've found this is often the right fit for organisations whose immediate priority is transforming the way finance plans, reports and collaborates, rather than connecting every operational process across the business from day one. They want to establish a single source of truth, automate reporting and forecasting, and give finance more time to support better business decisions without embarking on a major transformation programme.

We see this reflected in organisations such as Strava, the global digital fitness platform. As the business scaled, its FP&A team needed to replace fragmented spreadsheets and disconnected planning processes with a single platform for reporting and forecasting. Abacum provided a central planning environment that brought together financial, people and operational data, enabling faster reporting cycles and giving budget owners greater visibility and ownership of their forecasts.

A similar challenge faced INBRAIN Neuroelectronics, a fast-growing medical technology company developing next-generation brain-computer interface therapies. As a venture-backed business, maintaining strong cash control, runway visibility and rapid scenario planning was essential. Rather than implementing a large enterprise planning platform, Abacum gave the finance team a modern FP&A environment that supported agile forecasting and more confident investment decisions as the business continued to grow.

Its limitation is not quality but scope. As planning becomes increasingly operational, cross-functional and model-driven, organisations may eventually require capabilities beyond those typically needed in finance-led planning. For many growing organisations, however, Abacum provides exactly the right balance of capability, speed and ease of adoption.

If you think Abacum might be the right fit for your organisation, explore how it helps finance teams modernise planning quickly.

Why EPM selections fail

Most unsuccessful EPM programmes follow a remarkably similar pattern. Organisations focus on software before defining the decisions they want to improve, relying too heavily on polished demonstrations. They underestimate future planning complexity and overlook the long-term implications of governance and maintainability.

The result is usually one of two outcomes. The organisation implements an enterprise platform that is more sophisticated than it can realistically sustain. Or, it chooses a platform that quickly becomes a constraint as planning requirements mature.

Both are expensive mistakes. One creates unnecessary complexity. The other creates unnecessary limitation.

Start with the planning challenge, not the software

The best software decisions begin with understanding your planning challenges, business priorities and future ambitions, not product demonstrations.

Our Discovery Sprint begins with a structured workshop that helps organisations map their planning processes, identify the decisions that create the greatest business value, assess current and future planning complexity, and recommend the planning capability required before technology is evaluated.

It gives you confidence that you're selecting software to support your business, rather than reshaping your business around the software.

Final thoughts

The best FP&A platform is not the one with the longest feature list. It is the one that matches your organisation's planning complexity, internal capability and future ambition.

Anaplan is an excellent choice when planning is enterprise-wide and deeply connected across multiple business functions. Jedox is well suited to organisations looking for structured planning while preserving familiar finance workflows. Abacum is an outstanding option for organisations that want to modernise finance planning quickly without introducing unnecessary complexity.

None of these platforms is inherently better than the others. They simply solve different planning problems. 

After years of helping organisations transform planning, I've come to one conclusion.

The software rarely causes failure. Choosing a platform that doesn't match the way your business plans, collaborates and makes decisions does.

That's why I always encourage organisations to start by understanding their planning challenges before they start comparing software. When you understand the planning capability your business needs, choosing the right platform becomes a much clearer decision.

My Advice

If you're evaluating Anaplan, Jedox, Abacum, or any of the other planning platforms on the market, I'd be happy to share my perspective. Not because I believe one platform is always better than another, but because I've seen organisations succeed, and struggle, with all of them.

The most valuable conversation usually isn't about software. It's about understanding where your organisation is today, where you want it to be in three to five years, and what planning capability you'll need to get there.

If you'd like an independent perspective on your options, let's have a conversation. I'll be happy to help you determine the right next steps for your organisation, whether that's a Discovery Sprint, improving your current planning process, or simply helping you understand which platform is the best fit.