GTM Transformation at Acuity Insights: Building an AI-Ready Revenue Architecture
The more you grow, the harder it is to keep growing.
In this conversation, Acuity Insights shares how the company unified sales, marketing, finance, and operations to create a trusted Revenue Architecture—the foundation for faster executive decision-making and AI-ready growth. View some highlights from the conversation:
From Startup to High-Growth Enterprise
As Acuity grew from startup mode into a more complex, multi-product business, the team needed more than flexible processes and manual reporting. They needed consistent definitions, cleaner data, and a scalable operating model.
“We saw that working with ayeQ might be able to help us accelerate the process.”
Building a Foundation for Growth
Acuity used ayeQ as a forcing function to clean up data, align processes, and create a common operating model across sales, marketing, finance, and operations.
“The ayeQ project forced us to solve the problems we knew we needed to solve.”
Enabling Faster Executive Decisions
With trusted data and consistent reporting, Acuity can answer leadership questions faster and support planning, forecasting, and board reporting with more confidence.
“We can do it light-speed faster than we could before.”
The Challenge
Every growing B2B company eventually reaches the same point. The business becomes more sophisticated than the systems supporting it. New products. New markets. More revenue streams. Additional teams. Disconnected data. Leadership spends more time reconciling numbers than making decisions.
Acuity Insights had reached the point where disconnected systems, inconsistent revenue definitions, and manual reporting were slowing decision-making across the business.
Instead of adding more dashboards, they stepped back and redesigned the underlying Revenue Architecture that connects sales, marketing, finance, and operations into a single operating model. This conversation shares what they learned along the way.
Old Processes Couldn't Handle Complexity
Growth brought new products, revenue models, and complexity. Acuity recognized that startup processes wouldn’t support the next stage of growth.
Disconnected Revenue Siloes Wouldn't Reconcile
Sales, marketing, finance, and operations were operating with different versions of the truth, different metrics, different definitions.
Lack of Clarity in Performance Stalled Decision Making
The time required to pull data and massage spreadsheets was stalling executive decisions, when the business needed to move faster.
Listen to the Full Conversation
Listen to the full story of how Acuity Insights went through a dramatic transformation.
What Changed?
The transformation wasn’t simply about implementing a new platform. It was about building the operating foundation for scalable growth.
Is Your Organization at the Same Inflection Point?
Every growing company eventually reaches the moment Acuity described. Not because anything is broken. Because the business has outgrown the way it’s operating. You may recognize some of these signs:
- Executive meetings spend more time explaining numbers than deciding what to do next.
- Sales, Marketing, Finance, and Operations define the business differently.
- Forecasts are difficult to trust.
- Planning takes weeks instead of days.
- AI initiatives are limited by inconsistent data and business definitions.
