Arbor: AI platform that turns long videos and live events into short clips and social posts
Arbor, a New York-based startup, helps marketing and communications teams craft authentic short-form content powered by AI storytelling. CML Team partnered with Arbor to build advanced AI and backend capabilities, including precise speech-to-text synchronization with video timelines, editing tools, automated clip generation and stylized captions. The upgraded platform let users create and share professional, ready-to-post clips in seconds.
- Client
- Arbor, United States
- Industries
- AI, Entertainment
- What we did
- Partnered with Arbor to build advanced AI and backend capabilities that turn lengthy video content into bite-sized stories, including speech-to-text synchronization and automated clip generation.

Who is the client behind Arbor?
Arbor is a New York-based startup and AI platform that turns long videos and live events into ready-to-share short clips and social posts with a single click. It helps marketing teams scale storytelling with authentic, AI-powered content creation.
www.arborstory.comWhat problem did Arbor have?
Arbor needed to enable users to independently upload videos, automatically generate short clips and publish them across social channels. The main challenge was ensuring accurate speech-to-text synchronization, handling large video files and scaling AI-driven editing tools for different aspect ratios and formats.
What did CML Team build for Arbor?
- Precise speech-to-text transcription synchronized to the video timeline
- Time-accurate trimming and cutting of video and its transcription, in sync
- Automated, AI-driven generation of short clips from long-form video
- Support for multiple video formats and aspect ratios
- Stylized captions for clips
- Multimedia editing tools for splitting and integrating media elements, with an intuitive dedicated interface for efficient editing
- Social media publishing and sharing of generated clips
- Backend performance work for faster uploads and processing, including optimized data fetching and updating
What was the result for Arbor?
The result was a reliable platform that simplified content creation, boosting both productivity and engagement. The upgraded platform let users create and share professional, ready-to-post clips in seconds. Arbor scaled its user base rapidly, improved video processing speed and strengthened reliability, enabling marketing teams to publish content faster and reach wider audiences.
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