Enterprise Search
Building search platforms that deliver relevant results at scale — for commerce, parts, knowledge, and internal systems.
Enterprise search isn’t “search box plus results.” It’s a strategic platform connecting users, products, data, and context to real answers and actions.
Who This Is For
This service is ideal for teams that:
- Have an existing search system that underperforms
- Are migrating from legacy search to a modern stack
- Need relevance tuned for commerce, parts, or knowledge domains
- Want search that scales with users and catalog growth
What I Do
Search strategy & platform design
Align search architecture with business goals, data characteristics, UX needs, and scale.
Platform implementation & migration
Deliver or lead migrations to Elasticsearch, OpenSearch, Algolia, or custom systems — with minimal disruption.
Relevance engineering & tuning
Go beyond defaults. Craft relevance models that understand products, parts, entities, and user intent.
Performance, observability, and quality scoring
Ensure search stays fast, accurate, and accountable as catalogs and usage grow.
Typical Engagement Flow
Discovery & baseline audit
Understand current search behavior, KPIs, technology footprint, and problem areas.
Relevance & data assessment
Identify where signals are weak, data needs enrichment, or ranking needs tuning.
Roadmap & strategy alignment
Prioritize workstreams that deliver the most impact quickly.
Implementation & tuning
Hands-on delivery or collaboration with engineering teams.
Metrics & iteration
Continuous improvement through measurement and feedback loops
Outcomes Clients Get
- Search relevance that drives engagement and conversions
- Modern search architecture ready for growth
- Improved query quality, performance, and uptime
- Better developer insights and observability over search behavior
Example Focus Areas
- Commerce Search: Improve product discovery and conversion
- Parts & Catalog Search: Handle attribute complexity and SKU variants
- Internal Knowledge Search: Surface answers quickly within documents and systems
- Search Observability: Measure intent, CTR, and ranking quality
Ready to Improve Search?
If search is a revenue engine, not an afterthought, let’s talk about how to turn it into a real platform.