Enterprise search is one of the most chronically underinvested capabilities in large organizations. Employees waste hours searching across documents, wikis, file systems, and intranets – or worse, they stop searching and make decisions on incomplete information. The cost is real but diffuse: lower productivity, slower onboarding, degraded decision quality, and institutional knowledge that effectively disappears because no one can find it. By the time search becomes a visible crisis, the accumulated damage is significant.
Most enterprise search projects fail not because the technology is wrong, but because fixes are applied before diagnosis is complete. Teams deploy a new search platform, run a vendor demo, declare success, and move on – without establishing baseline KPIs, without understanding how content architecture affects retrieval, and without building a process for ongoing optimization. Six months later, the same complaints resurface.
Grant Ingersoll brings a measurement-first methodology to enterprise search consulting that starts with diagnosis, not solutions. As CTO of the Wikimedia Foundation, he operated at the center of one of the world’s most heavily used information retrieval systems – Wikipedia serves billions of queries across multilingual content with a global infrastructure that demands operational excellence at scale. That experience informs an approach grounded in the reality of complex content architectures, compliance constraints, multi-team implementations, and the organizational politics that derail enterprise search projects.
Grant’s credentials run deep in this domain. He is an Apache Lucene committer, co-founded Lucidworks – a company built around enterprise search – and authored “Taming Text.” He teaches enterprise search optimization as a structured discipline, not a one-time project. Engagements establish KPI baselines first, then implement targeted improvements, then build the internal processes your team needs to sustain search quality over time.
This is not a vendor demo or a platform migration pitch. This is expert information retrieval consulting with direct accountability for outcomes. If your internal search is a productivity drain or your customer-facing search is underperforming at scale, book a call to discuss what a structured diagnostic would reveal.
