Knowunity
Personalized tutoring
Classrooms with 1:30 ratios left students behind. Now, 350M monthly queries route to specialized models for personalized tutoring.
- 350M monthly AI requests processed
- 0.5 grade point improvement for students
Barcodes capped the app at 5 markets. Visual AI now identifies waste from photos, unlocking expansion to 170+ countries.
A Swedish sustainability platform rewards users for recycling consumer packaging, aiming to apply the deposit-refund model to all waste types regardless of location.
Reliance on barcode scanning prevented global scale, as the system failed to recognize unfamiliar international packaging or items without...
“Google Cloud simplifies the development and scaling of any kind of machine learning model. You don’t need ML expertise, you can just use its pre-built model library, Model Garden on Vertex AI, feed it data, and serve it at the click of a button.”
Mobile app for waste sorting and recycling rewards.
Cloud computing services, AI infrastructure, and data analytics platforms for enterprises.
Bower's Waste identification is part of this use case:
Related implementations across industries and use cases
Classrooms with 1:30 ratios left students behind. Now, 350M monthly queries route to specialized models for personalized tutoring.
Complex forms stalled sellers. Multimodal AI now drafts listings from video, cutting setup time to minutes.
Automation required manual logic mapping. Non-technical users now describe needs in plain text to deploy production-ready code.
Processing test batches dragged for 30 hours. Vertex AI now runs the pipeline 23x faster, querying billions of nature images in seconds.
Field sensors were costly and prone to theft. Vertex AI analyzes satellite radar to verify drainage with 99.6% accuracy.
Surging calls caused long holds and overtime. A 24/7 AI voice agent handles routine payroll, freeing 700 HR partners for advisory work.
Keyword bots bottlenecked 100 agents supporting millions. Now, AI resolves FAQs, freeing staff to mine chat logs for product feedback.
Scattered AI tools and manual document searches slowed engineers. Now, a unified AI rapidly retrieves specialized technical answers.
Querying Wikidata required specialized syntax, locking out most AI systems. Vector search now lets LLMs navigate 100M+ entities in plain language.
Barcodes capped the app at 5 markets. Visual AI now identifies waste from photos, unlocking expansion to 170+ countries.
A Swedish sustainability platform rewards users for recycling consumer packaging, aiming to apply the deposit-refund model to all waste types regardless of location.
Reliance on barcode scanning prevented global scale, as the system failed to recognize unfamiliar international packaging or items without...
“Google Cloud simplifies the development and scaling of any kind of machine learning model. You don’t need ML expertise, you can just use its pre-built model library, Model Garden on Vertex AI, feed it data, and serve it at the click of a button.”
Mobile app for waste sorting and recycling rewards.
Cloud computing services, AI infrastructure, and data analytics platforms for enterprises.
Bower's Waste identification is part of this use case:
Related implementations across industries and use cases
Classrooms with 1:30 ratios left students behind. Now, 350M monthly queries route to specialized models for personalized tutoring.
Complex forms stalled sellers. Multimodal AI now drafts listings from video, cutting setup time to minutes.
Automation required manual logic mapping. Non-technical users now describe needs in plain text to deploy production-ready code.
Processing test batches dragged for 30 hours. Vertex AI now runs the pipeline 23x faster, querying billions of nature images in seconds.
Field sensors were costly and prone to theft. Vertex AI analyzes satellite radar to verify drainage with 99.6% accuracy.
Surging calls caused long holds and overtime. A 24/7 AI voice agent handles routine payroll, freeing 700 HR partners for advisory work.
Keyword bots bottlenecked 100 agents supporting millions. Now, AI resolves FAQs, freeing staff to mine chat logs for product feedback.
Scattered AI tools and manual document searches slowed engineers. Now, a unified AI rapidly retrieves specialized technical answers.
Querying Wikidata required specialized syntax, locking out most AI systems. Vector search now lets LLMs navigate 100M+ entities in plain language.