From Symptom Fixes to System Solutions
From Symptom Fixes to System Solutions
Avoiding $6M+ in Productivity Costs
Avoiding $6M+ in Productivity Costs
Organizations often invest in optimizing visible problems that are not the true constraint on performance.
In this case, leadership focused on search performance as the primary issue. However, employee behavior and operational inefficiencies remained unchanged, with an estimated $6M+ annual productivity loss.
I assessed the gap between ongoing product improvements and persistent execution failure. The analysis showed that search performance was not the limiting factor.
The underlying issue was a breakdown in trust and access across systems within the broader ecosystem.
Employees did not rely on search because prior experiences had conditioned them not to trust it. More fundamentally, they did not operate within the system boundaries the way the organization assumed.
I advised VPs of Product, Engineering, and Design to shift their perspective.
This is not a search problem.
This is a trust and access problem across systems.
Employees were not trying to navigate systems.
They were trying to get questions answered and work done.
Solving this required changing how employees accessed work, not just improving how search performed.
This reframing redirected investment and strategy.
Instead of continuing incremental UX improvements, Leaders:
Prioritized AI-driven, intent-based search capabilities.
Shifted toward task-oriented access models rather than system navigation.
Invested in solutions that could operate beyond the boundaries of a single platform.
This marked a shift from:
Optimizing a feature
to
Redesigning how employees interact with enterprise systems
Reduced time-to-complete key tasks from minutes to seconds.
Improved success rates across common workflows.
Identified and unlocked ~$6M+ in annual productivity savings.
Secured executive alignment for ongoing AI and experience investments.