Elastic × Airgentic
Elasticsearch x Airgentic, turning search queries into completed actions
94% resolution rate on chatbot queries
Dead-end search to completed task
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Why it works
The piece earns New Capability as its primary tag because the core claim is that guided agentic AI turning a website visit into a donation, enrollment, or resolved case was not practical before hybrid retrieval made the underlying answers reliable enough to act on. The competitive switch from Pinecone is named and the displacement of Algolia at Intrim is also explicit, giving the flag strong support. There is a mild coin-flip with Efficiency given the contact-center load reduction, but the headline and opening lead with the net-new ability, not cost savings.
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The 'mistake worth making once' framing: the founder openly describes a failed Pinecone POC, which makes the Elasticsearch choice feel reasoned rather than sponsored, and gives readers a concrete technical comparison they can trust.
Click to enlarge ↗ This is editorial commentary and curation. The case study, screenshot, and all metrics are Elastic's published work; we link to the source and lead with our analysis.