How AI-Powered Financial Intelligence Tripled Revenue in 18 Months
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The Situation
Revenue had plateaued: leadership could see activity increasing but not translating into durable top-line growth or pricing power.
The Challenge
Financial data lived in disconnected systems; forecasting was backward-looking and pricing decisions were not tied to margin or cohort behavior. The team needed automation plus judgment — not another dashboard nobody trusted.
Our Approach
Catalyst deployed AI-enabled workflows for data hygiene and exception detection, layered FP&A discipline and pricing analytics, and aligned leadership around a small set of metrics that drove weekly decisions.
Results at a Glance
The Results
The company broke through its prior revenue ceiling — tripling revenue over an 18-month horizon while tightening the connection between price, margin, and operational throughput.
Key Takeaways
- AI creates leverage when it is paired with CFO-level judgment and clean data definitions.
- Pricing optimization without margin visibility is guesswork — fix the plumbing first.
- Sustainable growth required fewer vanity metrics and more causal KPIs.
Services Used in This Engagement
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