FAILDEX失樂園
中文

Vidrovr

The business, the turning points, and the decisions behind them.

Founded2016
FundingUS$5.3M
Some sections are still being researched2 / 4

Sections to complete:02 · 05

01 / WHAT IT BUILT

What the company did

Vidrovr is a New York-based company providing machine learning and computer vision video solutions. A Columbia University spinout founded in 2016 by PhD students Joe Ellis (Electrical Engineering) and Dan Morozoff (Biological Sciences), advised by Professor Shih-Fu Chang, it develops multimodal computer vision and machine learning systems that index, tag and understand video — creating actionable insight and awareness through multimedia understanding. Its AI-powered monitoring system provides automated video and image processing and analysis for the public sector, unmanned systems, critical infrastructure monitoring, natural resource security and media analysis.

02 / FAILURE REASONS

Pending assessment

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03 / EVENT HISTORY

Events in the structured record

  1. Founded

    Vidrovr was founded in 2016 as a Columbia Engineering spinout, with co-founders Joe Ellis and Dan Morozoff building on three years of published and patented research in machine learning, computer vision and multimodal information processing.

  2. Seed round

    The company raised a $1.25 million seed round in November 2017 to bring smarter video search to publishers, with Verizon participating.

  3. Further funding

    Vidrovr secured additional grants and venture funding, including a roughly $2.5 million round in 2021, reaching about $5.29 million in total raised across 10 funding rounds.

  4. Operating

    The company remains private and active with about 26 employees, serving enterprise and government customers with video-intelligence solutions. No published evidence of a shutdown or acquisition was found.

04 / CONTEMPORARY REBUILD ASSESSMENT

Difficulty of rebuilding this project today

Material for this section is being gathered and checked. It will appear here once ready.

Rebuild difficultyPending assessmentNot completed
Scoring basisNot completed
ScalabilityPending assessmentNot completed
Scoring basisNot completed

Overall assessment: Not completed

05 / CAUSAL CHAIN / AFTERMATH

Pending assessment

Material for this section is being gathered and checked. It will appear here once ready.