DATA AUGMENTATION
Boost AI performance with data augmentation
Go beyond keywords. Enrich your catalog and AI models with context-aware synthetic data that improves search accuracy, personalization, and recommendations across every channel.
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Data augmentation for AI model improvement
Lucidworks Data Augmentation enhances data quality for AI models, powering more relevant and precise search results. Using Generative AI and multimodal LLMs, it analyzes both images and text to automatically generate synthetic training data, including disambiguated keywords, synonyms, and subcategories.
This enriched, vector-quality data helps your search and recommendation systems understand meaning, context, and intent — improving recall, relevance, and conversion.
Unlike traditional enrichment tools, Lucidworks combines semantic intelligence with scalable automation to continuously refine your product data for optimal AI model performance.
Key components
Improve metadata, AI effectiveness, and improve shopper experience with catalog data augmentation.
Multimodal AI Data Enrichment
Combines visual and textual understanding to produce richer, more accurate synthetic data for AI training and product discovery.
Automated and Scalable Process
Runs offline and at scale, automatically improving data quality across millions of SKUs — no manual tagging required.
Disambiguated Metadata Generation
Creates structured vector data that connects search terms to the right products, improving search precision and AI model alignment.
Multilingual, Multi-Domain Support
Delivers synthetic data and metadata across multiple languages and catalog types for consistent performance worldwide.
Proven AI Model and Search Improvement
Global retailers saw an 8.66% conversion lift and $25M in annual revenue impact by improving search recall and vector data accuracy.
Seamless Integration with Lucidworks Core
Works as an AI Booster inside Lucidworks Core to enhance search, recommendations, and semantic understanding instantly.
Real ways companies see a difference with the Lucidworks data augmentation
- Improved vector data quality
AI models trained with enriched, disambiguated attributes deliver higher precision and more relevant results.
- Faster AI model improvement
Synthetic data generation accelerates model refinement without manual data preparation.
- Higher conversions and engagement
Retailers report measurable increases in product discovery and purchase intent.
- Smarter recommendations
Better data means more accurate similarity, semantic, and vector-based recommendations.
- Global scalability
Multilingual enrichment expands your reach and improves consistency across regions and languages.
Key performance improvements using Lucidworks
+391%
ROI lift using Lucidworks (Forrester Research)
10%
Increase in conversion rate
9%
Reduction in manual effort
We strive to make the search experience optimized for each user. Working with Lucidworks and using Lucidworks AI helps us propel the search experience forward faster.
Leading global financial services firm
According to Forrester's Total Economic Impact assessment, organizations implementing Lucidworks AI-powered solutions realized a 391% ROI within three years, recouping their initial investment in under six months.
Explore ROI Report
New Pig worked with Lucidworks to deploy AI for matching customer search intent with relevant products even when industry terminology differed from customer language, improving search results and identifying new product opportunities.
Let AI Do the Work
Oriflame boosted search clicks 150% with AI, leveraging Lucidworks to understand customer intent across 50+ languages, dramatically improving search relevancy for beauty experts and general consumers.
Discover AI-Powered RelevanceYour deployment, your way.
Only Lucidworks gives you this many ways to set up your solution. You choose what works for your business now and what will grow with you in the future—no forcing you into a one-size-fits-all approach.
SaaS
A modern no-code platform with everything business, search, and digital teams need to create, manage, and optimize search and product discovery for agencies or B2B and B2C companies in any industry. Fast deployment, continually updated, secure, and scalable with automatic feature updates.
Self-Hosted
A self-hosted platform with everything business, search, and digital teams need to create, manage, and optimize search and product discovery for agencies or B2B and B2C companies in any industry. Ultimate control, secure, scalable, and customizable to your environment.
Hybrid-SaaS
A combined solution offering our self-hosted platform with secure access to additional SaaS features. Everything teams need to create, manage, and optimize search and product discovery for agencies or B2B and B2C companies in any industry. Flexible, secure, and scalable deployment options.
Expert Services
We're with you every step of the way.
We support you through every part of your journey, a distinctive advantage of working with Lucidworks.
Our global expert teams advise in search and digital program design, relevance improvement and optimization, B2B and B2C ROI, and full lifecycle implementation and support.
Technology is essential, but so are the people who partner with you for your success.
