Visual search and discovery
Moderation couldn't keep pace with 600M users. AI agents now filter toxicity while models recognize 2.5B objects to refine search.
- 2.5B+ objects recognized via AI search
Designers manually browsed thousands of files to find assets. Now, AI lets them locate components via text or screenshots.
A collaborative design platform serving millions of users from startups to Fortune 500 corporations, helping teams manage the entire product development lifecycle.
Users struggled to find specific design components, often manually browsing through thousands of files to locate assets. The company's existing...
“Figma is focused on how AI can empower designers and builders. Config—our annual flagship conference—is one of our main opportunities during the year to show customers what we’ve been building.”
Collaborative web-based platform for interface design and prototyping.
Cloud computing platform and on-demand infrastructure services.
Figma's Design component search is part of this use case:
Related implementations across industries and use cases
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Messy ingredient data broke text search, capping matches at 20%. AI semantic search now maps free-form inputs to unlock recipe imports.
Similarity search mixed up Q3 and Q4 earnings. Hybrid AI now anchors retrieval with keywords and learns from human fixes instantly.
Data silos across 300+ products made navigating fiscal regulations slow. A unified AI assistant now securely answers complex user queries.
AI that drafts and summarizes hands the real work back. Claude finishes it—ticket triage, contract review—for 350,000 organizations.
IR research meant sifting hundreds of SharePoint docs by hand. Now specialized agents route and synthesize it—26% faster, citations sharper.
Large AI training jobs meant fighting for preemptible slots or leaving campus. Marlowe gave any lab guaranteed multi-node access on demand.
Software updates were tied to rigid vehicle production cycles. A GenAI platform now frees 5,000 developers to release code independently.
Designers manually browsed thousands of files to find assets. Now, AI lets them locate components via text or screenshots.
A collaborative design platform serving millions of users from startups to Fortune 500 corporations, helping teams manage the entire product development lifecycle.
Users struggled to find specific design components, often manually browsing through thousands of files to locate assets. The company's existing...
“Figma is focused on how AI can empower designers and builders. Config—our annual flagship conference—is one of our main opportunities during the year to show customers what we’ve been building.”
Collaborative web-based platform for interface design and prototyping.
Cloud computing platform and on-demand infrastructure services.
Figma's Design component search is part of this use case:
Related implementations across industries and use cases
Moderation couldn't keep pace with 600M users. AI agents now filter toxicity while models recognize 2.5B objects to refine search.
Elasticsearch treated creator vectors like log data, aging 400M+ to frozen storage, pushing search to 25s. A vector-native store fixed it.
Messy ingredient data broke text search, capping matches at 20%. AI semantic search now maps free-form inputs to unlock recipe imports.
Similarity search mixed up Q3 and Q4 earnings. Hybrid AI now anchors retrieval with keywords and learns from human fixes instantly.
Data silos across 300+ products made navigating fiscal regulations slow. A unified AI assistant now securely answers complex user queries.
AI that drafts and summarizes hands the real work back. Claude finishes it—ticket triage, contract review—for 350,000 organizations.
IR research meant sifting hundreds of SharePoint docs by hand. Now specialized agents route and synthesize it—26% faster, citations sharper.
Large AI training jobs meant fighting for preemptible slots or leaving campus. Marlowe gave any lab guaranteed multi-node access on demand.
Software updates were tied to rigid vehicle production cycles. A GenAI platform now frees 5,000 developers to release code independently.