Escape the Attribution Abyss and get clarity on your AI investments
Marketers are trapped in the Attribution Abyss—where AI projects die at the POC stage because they cannot objectively demonstrate their contribution to revenue. This usually isn't a tooling issue. It's a decision and measurement gap created by speed, hype, and fragmented ownership. We help you cut through the chaos.
Every marketer is afraid to talk about the AI projects that never made it past pilot stage. The symptoms are everywhere:
We conduct a short, structured audit of your existing AI pilots and automations. We focus on what exists, why it exists, and what value it actually produces.
Identify pilots that are delivering real value and deserve continued investment
Pinpoint pilots with potential that need refinement or better integration
Flag initiatives that should be put on hold while strategy is clarified
Recommend sunsetting pilots that are draining resources without returns
A clear decision map. Knowing what not to scale is often more valuable than building some hyped-up AI solution.
Marketing leaders, CMOs, and digital transformation executives who have multiple AI pilots running but struggle to demonstrate ROI or make informed decisions about which initiatives to scale, fix, or retire.
Our audit process is designed to be fast, focused, and actionable. We work alongside your teams to understand the full landscape of AI initiatives and deliver a decision-ready assessment.
Map all existing AI pilots, automations, and tools across your marketing organization. Document ownership, purpose, and current status.
Evaluate each initiative against standardized criteria: business impact, technical maturity, resource requirements, and strategic alignment.
Present findings with clear recommendations for each pilot: keep, fix, pause, or shut down. Include prioritized action plan and ROI projections.
Let's discuss how AI Pilot Audit can help transform your marketing operations.