External models made free features unsustainable. Routing summaries to fine-tuned Llama instances cut costs and sped up deployment.
A global collaboration platform providing video communications and workspace solutions to enterprise and individual users.
Users faced repetitive administrative tasks like summarizing meetings, but building a model from scratch to solve this would delay time to market....
“Foundational models allow our teams to focus on specific use cases and customer needs rather than building a model from scratch, speeding up our time to market for Zoom AI Companion capabilities.”
AI-first platform for video conferencing, team chat, and business communication.
Social technology company developing AI frameworks, VR hardware, and digital platforms.
Zoom's Meeting summarization is part of this use case:
Related implementations across industries and use cases
Rigid prompts limited AI to isolated tasks. Now, a central reasoning model coordinates agents to plan and execute complex workflows.
Fragile data pipelines bottlenecked engineers. Now, built-in workflows let teams ship internal AI tools without managing infrastructure.
Without emotional warmth, users felt self-conscious during personal AI chats. Expressive text-to-speech made conversations feel human.
120 managers manually pieced together context across 20 offices. AI now generates instant briefings for churn risks and handovers.
Legacy models caused 41 escalated cases. A 90-day switch to cloud AI restored accuracy and enabled real-time analytics.
Accountants manually scoured mailboxes to assemble 15 subsidiary workbooks. Now, staff-built AI agents pull invoice data for instant review.
Surging calls caused long holds and overtime. A 24/7 AI voice agent handles routine payroll, freeing 700 HR partners for advisory work.
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.
External models made free features unsustainable. Routing summaries to fine-tuned Llama instances cut costs and sped up deployment.
A global collaboration platform providing video communications and workspace solutions to enterprise and individual users.
Users faced repetitive administrative tasks like summarizing meetings, but building a model from scratch to solve this would delay time to market....
“Foundational models allow our teams to focus on specific use cases and customer needs rather than building a model from scratch, speeding up our time to market for Zoom AI Companion capabilities.”
AI-first platform for video conferencing, team chat, and business communication.
Social technology company developing AI frameworks, VR hardware, and digital platforms.
Zoom's Meeting summarization is part of this use case:
Related implementations across industries and use cases
Rigid prompts limited AI to isolated tasks. Now, a central reasoning model coordinates agents to plan and execute complex workflows.
Fragile data pipelines bottlenecked engineers. Now, built-in workflows let teams ship internal AI tools without managing infrastructure.
Without emotional warmth, users felt self-conscious during personal AI chats. Expressive text-to-speech made conversations feel human.
120 managers manually pieced together context across 20 offices. AI now generates instant briefings for churn risks and handovers.
Legacy models caused 41 escalated cases. A 90-day switch to cloud AI restored accuracy and enabled real-time analytics.
Accountants manually scoured mailboxes to assemble 15 subsidiary workbooks. Now, staff-built AI agents pull invoice data for instant review.
Surging calls caused long holds and overtime. A 24/7 AI voice agent handles routine payroll, freeing 700 HR partners for advisory work.
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.