Ask the people using them every day.
One of the most revealing findings in LeadG2's Revenue Enablement in the AI Era report isn't about AI, CRM adoption, or revenue operations structure.
It's about perception.
Across nearly every major category we measured (from systems integration to content personalization to revenue enablement alignment) executives reported significantly higher levels of confidence than the individual contributors responsible for executing the strategy. The closer respondents were to day-to-day execution, the less likely they were to describe their organization as fully aligned, fully integrated, or fully effective.
That gap matters.
Because what leadership believes is happening and what frontline teams experience every day are often two very different realities.
Every organization in our study reported using or piloting AI, yet only 12% described AI as deeply integrated into daily workflows.
This is important because AI doesn't create alignment.
It amplifies whatever already exists.
When leaders believe systems are connected, messaging is consistent, and processes are functioning smoothly, AI investments often move forward confidently.
But if the people closest to customers experience something different, AI simply accelerates existing friction.
The result is a dangerous situation: leadership sees progress while frontline teams experience obstacles.
Overall, 42% of organizations describe their revenue enablement approach as fully centralized. But when broken down by role, the story changes dramatically.
That's a strong sign that strategic alignment may not be reaching the people responsible for executing it.
From the executive level, shared ownership and common goals may appear clear. At the frontline level, teams may still experience siloed processes, inconsistent communication, and disconnected workflows.
The same pattern appears when organizations evaluate their technology ecosystems.
More than half of executives (52%) say their core sales and marketing systems are fully integrated.
Only 6% of sales individual contributors agree.
RevOps leaders—arguably the people with the clearest visibility into system architecture—report just 19% full integration.
Why such a dramatic difference?
Because executives often see the technology investments that have been approved and deployed.
Individual contributors experience the manual workarounds, duplicate data entry, disconnected tools, and process gaps that still exist between those systems.
As the report notes:
Executives see a unified system because they've approved the tools. Sales Individual Contributors see the gaps because they live them.
Perhaps the most revealing gap appears around buyer-facing content.
Only 21% of respondents report being very confident that their content is personalized to buyers' needs and journey stages.
But role-level responses reveal something even more interesting:
The people creating strategy and measuring outcomes believe personalization is improving.
The people using that content with actual buyers have far less confidence.
The goal isn't to prove executives wrong. The goal is to identify where strategic assumptions may be outpacing operational reality.
Instead of asking, "Are our systems integrated?"
Ask:
Instead of asking, "Do we have a content strategy?"
Ask:
Instead of asking, "Have we deployed AI?"
Ask:
The answers to those questions often reveal more than a dashboard ever will.
Executives often see strategy, investments, and intended outcomes. Individual contributors experience workflows, handoffs, and operational friction firsthand.
Not necessarily. The problem isn't the existence of the gap. The problem is when organizations don't recognize it and continue making decisions based solely on leadership assumptions.
AI depends on consistent processes, integrated systems, and trusted data. If frontline teams experience gaps in those areas, AI adoption becomes less effective regardless of leadership confidence.
Talk directly with the people closest to execution. Their experience often reveals process issues that dashboards and reports cannot.
The full Revenue Enablement in the AI Era report explores how executives, sales leaders, marketers, RevOps professionals, and individual contributors view AI adoption, systems integration, content effectiveness, and revenue enablement differently.
The findings provide a valuable benchmark for leaders looking to understand whether their strategic confidence matches operational reality.