Video-native Intelligence
Purpose-built to turn the world’s video into usable data.
The world’s video at your fingertips.
Skip the prompts, retries, and workarounds. Rivr delivers reliable video intelligence from the start.
The vertical axis shows Reliability. The horizontal axis shows Ease of Adoption. Points: Rivr: x 90, y 90. Twelve Labs: x 40, y 40. Mux: x 90, y 50. LLMs: x 20, y 20. Open-Weight LLMs: x 30, y 60.
Batteries included
Rivr pulls video directly from supported platforms. No manual downloading or uploading, with support for both short- and long-form video at scale.
Download. Upload. Repeat.
LLM workflows often require video to be downloaded, uploaded, and processed file by file. They struggle to support large files and long-form video.
Immediate results at any scale
Rivr is purpose built for video at scale. Our engine does what’s needed when needed, providing immediate results while keeping costs down.
More work for every answer
LLMs do one-size-fits all computation which can lead to a lot of wasted time and spend on things you don’t need.. Repeated prompting and near-misses can rapidly drive up time and cost.
Same input, same output, every time
Rivr favors deterministic, proprietary models built for the specific video-understanding tasks advertisers care about. The same input producing the same output means you can use rivr as a foundation to build upon.
Confidently wrong is still wrong
LLMs can confidently get simple questions wrong, including basic counting and classification tasks. At scale, occasional errors stop being edge cases and start becoming massive brand risks.