Search lagged over 1s during homework spikes. Moving to Zilliz Cloud cut latency 70%, delivering answers 5x faster.
An AI learning platform serving 10 million students worldwide with a database of hundreds of millions of verified academic questions.
As the content library scaled, the legacy search system suffered from latency exceeding one second during peak usage hours. The previous provider's...
“We wanted something that could support us going live quickly, out of the box.”
AI-powered study platform for homework help, math solving, and quiz generation.
Vector database platform for building and scaling AI applications.
Solvely's Homework assistance is part of this use case:
Related implementations across industries and use cases
Feedback lagged for 15 seconds. Switching to specialized hardware cut response times to two seconds while halving costs.
Teachers spent 20 minutes grading one test. A vector engine now scores handwritten answers instantly, referencing 1 billion+ items.
Class sizes left the "middle 80%" of students unseen. AI agents now coach learners, surfacing gaps for immediate human intervention.
Queries for "night view" missed "scenic evenings." AI now matches intent across 1.2M properties in <100ms, regardless of phrasing.
Messy ingredient data broke text search, capping matches at 20%. AI semantic search now maps free-form inputs to unlock recipe imports.
Working students lacked after-hours support. Now, AI agents resolve routine 24/7 queries, freeing staff to proactively guide enrollments.
Agents juggling 8+ tools struggled to keep pace. Now, AI handles 35% of chats, letting the team resolve complex issues 58% faster.
Protecting users from harmful on-device AI required internet. A powerful safety AI now runs directly on the PC, guarding users even when offline.
A 200% yearly data expansion bottlenecked global operations. Now, AI accelerates coding, drafts recipe cards, and resolves inquiries.
Search lagged over 1s during homework spikes. Moving to Zilliz Cloud cut latency 70%, delivering answers 5x faster.
An AI learning platform serving 10 million students worldwide with a database of hundreds of millions of verified academic questions.
As the content library scaled, the legacy search system suffered from latency exceeding one second during peak usage hours. The previous provider's...
“We wanted something that could support us going live quickly, out of the box.”
AI-powered study platform for homework help, math solving, and quiz generation.
Vector database platform for building and scaling AI applications.
Solvely's Homework assistance is part of this use case:
Related implementations across industries and use cases
Feedback lagged for 15 seconds. Switching to specialized hardware cut response times to two seconds while halving costs.
Teachers spent 20 minutes grading one test. A vector engine now scores handwritten answers instantly, referencing 1 billion+ items.
Class sizes left the "middle 80%" of students unseen. AI agents now coach learners, surfacing gaps for immediate human intervention.
Queries for "night view" missed "scenic evenings." AI now matches intent across 1.2M properties in <100ms, regardless of phrasing.
Messy ingredient data broke text search, capping matches at 20%. AI semantic search now maps free-form inputs to unlock recipe imports.
Working students lacked after-hours support. Now, AI agents resolve routine 24/7 queries, freeing staff to proactively guide enrollments.
Agents juggling 8+ tools struggled to keep pace. Now, AI handles 35% of chats, letting the team resolve complex issues 58% faster.
Protecting users from harmful on-device AI required internet. A powerful safety AI now runs directly on the PC, guarding users even when offline.
A 200% yearly data expansion bottlenecked global operations. Now, AI accelerates coding, drafts recipe cards, and resolves inquiries.