Category: CFO Knowledge

The AI ROI Reckoning: Why 95% of Enterprise Pilots Are Failing (And the 5% Framework That’s Delivering 627% Returns)

The Majority of AI Enterprise Pilots are failing! Why is it happening and how do companies create AI ROI? CFO’s are no longer going to support AI without real, definable metrics.

The Pivot from Experimentation to P&L Impact

We’re done experimenting with Pilots. In boardrooms across the globe, the conversation has shifted. CEOs are no longer impressed by your ChatGPT demo or your pilot program with five enthusiastic users. The honeymoon phase is over. Early 2026 marks the end of the “AI experimentation era” and the beginning of something far more demanding: the […]

Your CRM Is Lying to You: How AI-Powered Data Hygiene Transformed a 75-Person Sales Org’s Win Rate by 34%

Why Clean Data Is the Foundation Every AI Sales Strategy Needs (But Nobody Wants to Talk About) By David Brown | AI Therapist for Sales Teams Last month, a VP of Sales showed me her AI-powered lead scoring dashboard. It was beautiful. Colorful charts. Predictive analytics. Machine learning confidence scores. She’d invested $80,000 in the […]

EU AI Act Alert: How Will it Change AI Based Recruiting Efforts Right Now?

The EU AI Act isn’t coming—it’s here. And if you’re using AI in recruitment without a compliance strategy, you’re not just risking fines. You’re risking your entire business. As of August 2024, AI systems used in hiring are officially classified as “high risk” under the EU’s groundbreaking AI regulation. This means every AI tool you […]

The Current State of AI Agents—and What Comes Next

We’re witnessing a pivotal moment in the evolution of AI—from passive systems to active, decision-making agents. This post dives deep into the latest advancements in agentic AI, what it really takes to move from prototype to production, and why 2025 may be the year these systems finally prove their enterprise value. Let’s unpack where AI […]

The Future of CRM in Salesforce: Which Fields Will Disappear due to AI Features?

Prediction: In just 12 months, many of the fields you see in Salesforce today will no longer exist. Sounds bold? Let’s break down why this radical shift is inevitable. The Problem: Too Many Fields, Not Enough Value Today, if you look at your Salesforce Opportunity object, you’ll likely find more than 100 fields. Yet most of […]

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