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AI & Search
AI-Powered Search & Discovery
When your customers search like humans, your catalogue should answer like one.
What we deliver
Natural language product search replacing or augmenting keyword search. Integrates Typesense/OpenSearch with LLM-powered query understanding layers.
What's included
- Typesense/OpenSearch deployment and configuration
- NL query understanding (category classification, filter extraction, intent detection)
- Synonym management, multi-field weighting, faceted search
- B2B permission model enforcement
- Semantic caching for API cost reduction
Who it's for
B2B e-commerce operators with 1,000+ SKU catalogues; distributors migrating from keyword search; loyalty and rewards platforms.
Evidence
Production NL search across 34,000+ regulated scientific products. Two-phase RAG architecture preventing hallucinated category locking.
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Ascenda responds to every enquiry directly — typically within 24 hours.
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