Off-the-shelf AI wrote flat pitches. Now, models trained by top screenwriters draft tailored proposals that win work.
One of the world’s largest work marketplaces connects businesses with independent talent globally, managing millions of interactions across diverse job categories.
Proposal writing requires precision and significant time, creating friction for freelancers trying to stand out in a competitive hiring environment....
“Uma is the brain behind key parts of Upwork’s hiring and matching process. Uma’s ability to create tailored proposal drafts helps reduce friction for freelancers by helping them accurately communicate their services and offerings, positioning their unique skill sets and expertise to clients to stand out and win more work.”
Online marketplace connecting businesses with independent talent and freelance professionals.
Social technology company developing AI frameworks, VR hardware, and digital platforms.
Related implementations across industries and use cases
Production took five months. Now, AI generates live, animated role-play scenarios with virtual mentors.
Manual screening bottlenecked mass hiring. Agents now staff facilities in <72 hours, cutting a week-long process to days.
Repetitive coding slowed R&D. Now 80% of engineers use agentic tools to automate work, saving up to 2 hours weekly per person.
Manual review of sensitive files took two days. AI agents now finish the work in one hour.
Account managers manually synthesized 50+ signals. An on-prem agent now analyzes the data to draft the pitch.
Moderation couldn't keep pace with 600M users. AI agents now filter toxicity while models recognize 2.5B objects to refine search.
Sellers lost hours to manual research. AI agents now prioritize leads and draft briefs, cutting prep time by 80%.
Analyzing 10TB of weekly telemetry took IT specialists days. Now, engineers ask AI in natural language to instantly retrieve charts.
Custom hardware bottlenecked imaging. A switch to software-defined GPUs now renders photorealistic 3D hearts in real time.
Off-the-shelf AI wrote flat pitches. Now, models trained by top screenwriters draft tailored proposals that win work.
One of the world’s largest work marketplaces connects businesses with independent talent globally, managing millions of interactions across diverse job categories.
Proposal writing requires precision and significant time, creating friction for freelancers trying to stand out in a competitive hiring environment....
“Uma is the brain behind key parts of Upwork’s hiring and matching process. Uma’s ability to create tailored proposal drafts helps reduce friction for freelancers by helping them accurately communicate their services and offerings, positioning their unique skill sets and expertise to clients to stand out and win more work.”
Online marketplace connecting businesses with independent talent and freelance professionals.
Social technology company developing AI frameworks, VR hardware, and digital platforms.
Related implementations across industries and use cases
Production took five months. Now, AI generates live, animated role-play scenarios with virtual mentors.
Manual screening bottlenecked mass hiring. Agents now staff facilities in <72 hours, cutting a week-long process to days.
Repetitive coding slowed R&D. Now 80% of engineers use agentic tools to automate work, saving up to 2 hours weekly per person.
Manual review of sensitive files took two days. AI agents now finish the work in one hour.
Account managers manually synthesized 50+ signals. An on-prem agent now analyzes the data to draft the pitch.
Moderation couldn't keep pace with 600M users. AI agents now filter toxicity while models recognize 2.5B objects to refine search.
Sellers lost hours to manual research. AI agents now prioritize leads and draft briefs, cutting prep time by 80%.
Analyzing 10TB of weekly telemetry took IT specialists days. Now, engineers ask AI in natural language to instantly retrieve charts.
Custom hardware bottlenecked imaging. A switch to software-defined GPUs now renders photorealistic 3D hearts in real time.