New Guide: Lessons from the Trenches for Scaling Companies in 2026
New Guide: Lessons from the Trenches for Scaling Companies in 2026
New Guide: Lessons from the Trenches for Scaling Companies in 2026
For FP&A teams navigating constant change
The AI-native FP&A platform you can actually run
Run your entire planning, forecasting, and reporting cycle on one intelligent platform. Build and evolve models in minutes without specialist admins, manual cleanup, or long change cycles.

Powering the world's best FP&A teams
For FP&A teams navigating constant change
The AI-native FP&A platform you can actually run
Run your entire planning, forecasting, and reporting cycle on one intelligent platform. Build and evolve models in minutes without specialist admins, manual cleanup, or long change cycles.

Powering the world's best FP&A teams
For FP&A teams navigating constant change
The AI-native FP&A platform you can actually run
Run your entire planning, forecasting, and reporting cycle on one intelligent platform. Build and evolve models in minutes without specialist admins, manual cleanup, or long change cycles.

Powering the world's best FP&A teams
When the business speeds up, planning falls out of sync fast
More products. More regions. More teams asking “what if?”. The business moves faster, but planning and reporting struggle to keep up. Finance ends up rechecking numbers instead of steering the plan.

Too many versions of the truth
Actuals, assumptions, and plans live in different places. You waste valuable time re-checking numbers and re-mapping systems.

Models that can’t keep up
A pricing change, new hire plan, or org shift triggers hours of rework or a systems project that disconnects plans from real decisions.

Reporting that drives drift
When you can't provide trusted answers in minutes, leaders move on instinct and finance becomes a back-office historian.
When the business speeds up, planning falls out of sync fast
More products. More regions. More teams asking “what if?”. The business moves faster, but planning and reporting struggle to keep up. Finance ends up rechecking numbers instead of steering the plan.

Too many versions of the truth
Actuals, assumptions, and plans live in different places. You waste valuable time re-checking numbers and re-mapping systems.

Models that can’t keep up
A pricing change, new hire plan, or org shift triggers hours of rework or a systems project that disconnects plans from real decisions.

Reporting that drives drift
When you can't provide trusted answers in minutes, leaders move on instinct and finance becomes a back-office historian.
When the business speeds up, planning falls out of sync fast
More products. More regions. More teams asking “what if?”. The business moves faster, but planning and reporting struggle to keep up. Finance ends up rechecking numbers instead of steering the plan.

Too many versions of the truth
Actuals, assumptions, and plans live in different places. You waste valuable time re-checking numbers and re-mapping systems.

Models that can’t keep up
A pricing change, new hire plan, or org shift triggers hours of rework or a systems project that disconnects plans from real decisions.

Reporting that drives drift
When you can't provide trusted answers in minutes, leaders move on instinct and finance becomes a back-office historian.

What FP&A needs now
An FP&A platform that eliminates the risk of being wrong and the time it takes to be certain. That’s what Abacum is built for.

What FP&A needs now
An FP&A platform that eliminates the risk of being wrong and the time it takes to be certain. That’s what Abacum is built for.

What FP&A needs now
An FP&A platform that eliminates the risk of being wrong and the time it takes to be certain. That’s what Abacum is built for.
FP&A, without the overhead
Change models, update assumptions, and share results without turning planning into a project. Abacum's AI-native platform keeps data, plans, and outputs aligned, so teams can focus on decisions instead of maintenance.
FP&A, without the overhead
Change models, update assumptions, and share results without turning planning into a project. Abacum's AI-native platform keeps data, plans, and outputs aligned, so teams can focus on decisions instead of maintenance.
FP&A, without the overhead
Change models, update assumptions, and share results without turning planning into a project. Abacum's AI-native platform keeps data, plans, and outputs aligned, so teams can focus on decisions instead of maintenance.
Intelligence built into everything
Abacum Intelligence handles the manual heavy lifting of data trust and model maintenance so you can move to defensible options in minutes, not months.
AI Backsolving
AI Data Cleaning
AI Data Classification
AI Anomaly Detection
AI Modelling
AI Scenario Planning
AI Forecasting
Intelligence built into everything
Abacum Intelligence handles the manual heavy lifting of data trust and model maintenance so you can move to defensible options in minutes, not months.
AI Backsolving
AI Data Cleaning
AI Data Classification
AI Anomaly Detection
AI Modelling
AI Scenario Planning
AI Forecasting
Intelligence built into everything
Abacum Intelligence handles the manual heavy lifting of data trust and model maintenance so you can move to defensible options in minutes, not months.
AI Backsolving
AI Data Cleaning
AI Data Classification
AI Anomaly Detection
AI Modelling
AI Scenario Planning
AI Forecasting
Planning for how decisions actually get made
Stop being the project manager for everyone’s spreadsheets. Run a continuous, collaborative planning process that stays in sync with the business, no matter how fast you grow.
AI Forecasting
AI Scenario Planning
Workflow Management
Driver-based Planning
Budgeting Workflows
Planning for how decisions actually get made
Stop being the project manager for everyone’s spreadsheets. Run a continuous, collaborative planning process that stays in sync with the business, no matter how fast you grow.
AI Forecasting
AI Scenario Planning
Workflow Management
Driver-based Planning
Budgeting Workflows
Planning for how decisions actually get made
Stop being the project manager for everyone’s spreadsheets. Run a continuous, collaborative planning process that stays in sync with the business, no matter how fast you grow.
AI Forecasting
AI Scenario Planning
Workflow Management
Driver-based Planning
Budgeting Workflows
Reporting that keeps the business aligned
Give your stakeholders a live, narrated view of performance so they enter the room already understanding the "why," allowing you to focus on driving the next decision.
Dashboards
Always-on Reporting
AI Summaries
Custom Visualizations
Spreadsheet Connectors
Drill-down
Reporting that keeps the business aligned
Give your stakeholders a live, narrated view of performance so they enter the room already understanding the "why," allowing you to focus on driving the next decision.
Dashboards
Always-on Reporting
AI Summaries
Custom Visualizations
Spreadsheet Connectors
Drill-down
Reporting that keeps the business aligned
Give your stakeholders a live, narrated view of performance so they enter the room already understanding the "why," allowing you to focus on driving the next decision.
Dashboards
Always-on Reporting
AI Summaries
Custom Visualizations
Spreadsheet Connectors
Drill-down
Data you can trust - and manage
Connnect all your financial and performance data and evolve your models to match the way your business actually runs, without a technical support ticket or consultant contract.
Self-Service Integrations
Self-Service ETL
AI Formulas
AI Anomaly Detection
AI Data Cleaning
AI Data Classification
Data you can trust - and manage
Connnect all your financial and performance data and evolve your models to match the way your business actually runs, without a technical support ticket or consultant contract.
Self-Service Integrations
Self-Service ETL
AI Formulas
AI Anomaly Detection
AI Data Cleaning
AI Data Classification
Data you can trust - and manage
Connnect all your financial and performance data and evolve your models to match the way your business actually runs, without a technical support ticket or consultant contract.
Self-Service Integrations
Self-Service ETL
AI Formulas
AI Anomaly Detection
AI Data Cleaning
AI Data Classification
Built for the FP&A processes you run all year
Built for the FP&A processes you run all year
Built for the FP&A processes you run all year
What FP&A leaders say about Abacum
“The speed at which we can handle questions around monthly, quarterly, or annual performance is much faster than before. Those time savings really add up over the year.”

Brian Miller
Head of FP&A

“We reduced our forecasting cycle from 6–8 weeks to just 2–4 weeks, and now run monthly rolling forecasts.”

Christian Ostler
Director of FP&A

“Most companies our size have much larger finance organizations. We’ve stayed lean because of tools like Abacum.”

Evan Pincus
VP of Finance and Operations

“Abacum is very easy to use, even for stakeholders outside of Finance.”

Mayra Domínguez
Head of FP&A

“I’m answering fewer questions about where a number came from, and more about what’s really driving it.”

Jean-Claude Mustill
Director of FP&A

“Abacum brought all the data together so I could see my rolling forecast at any point in time, reducing manual reporting by around five days per month and reducing human error to zero.”

Ryan Shon
Director of Strategic Finance

What FP&A leaders say about Abacum
“The speed at which we can handle questions around monthly, quarterly, or annual performance is much faster than before. Those time savings really add up over the year.”

Brian Miller
Head of FP&A

“We reduced our forecasting cycle from 6–8 weeks to just 2–4 weeks, and now run monthly rolling forecasts.”

Christian Ostler
Director of FP&A

“Most companies our size have much larger finance organizations. We’ve stayed lean because of tools like Abacum.”

Evan Pincus
VP of Finance and Operations

“Abacum is very easy to use, even for stakeholders outside of Finance.”

Mayra Domínguez
Head of FP&A

“I’m answering fewer questions about where a number came from, and more about what’s really driving it.”

Jean-Claude Mustill
Director of FP&A

“Abacum brought all the data together so I could see my rolling forecast at any point in time, reducing manual reporting by around five days per month and reducing human error to zero.”

Ryan Shon
Director of Strategic Finance

What FP&A leaders say about Abacum
“The speed at which we can handle questions around monthly, quarterly, or annual performance is much faster than before. Those time savings really add up over the year.”

Brian Miller
Head of FP&A

“We reduced our forecasting cycle from 6–8 weeks to just 2–4 weeks, and now run monthly rolling forecasts.”

Christian Ostler
Director of FP&A

“Most companies our size have much larger finance organizations. We’ve stayed lean because of tools like Abacum.”

Evan Pincus
VP of Finance and Operations

“Abacum is very easy to use, even for stakeholders outside of Finance.”

Mayra Domínguez
Head of FP&A

“I’m answering fewer questions about where a number came from, and more about what’s really driving it.”

Jean-Claude Mustill
Director of FP&A

“Abacum brought all the data together so I could see my rolling forecast at any point in time, reducing manual reporting by around five days per month and reducing human error to zero.”

Ryan Shon
Director of Strategic Finance

Ready to scale with you
700+ integrations with the systems that you are already using
Expert onboarding and support included
avatar 2
Self-service & scalable by design

Designed for adoption beyond finance

Finance-owned, not expert dependant


Ready to scale with you
700+ integrations with the systems that you are already using
Expert onboarding and support included
avatar 2
Self-service & scalable by design

Designed for adoption beyond finance

Finance-owned, not expert dependant


Ready to scale with you
700+ integrations with the systems that you are already using
Expert onboarding and support included
avatar 2
Self-service & scalable by design

Designed for adoption beyond finance

Finance-owned, not expert dependant


Stop managing your platform and start managing the business.
Get the AI-native foundation you need to keep data trustworthy, models current, and decisions aligned—all on your own terms.
Stop managing your platform and start managing the business.
Get the AI-native foundation you need to keep data trustworthy, models current, and decisions aligned—all on your own terms.
Stop managing your platform and start managing the business.
Get the AI-native foundation you need to keep data trustworthy, models current, and decisions aligned—all on your own terms.
AI-native FP&A that drives business performance
Use cases
AI-native FP&A that drives business performance
Use cases
AI-native FP&A that drives business performance
Use cases





























