Monitor110
Monitor110 was a "Bloomberg for the blogosphere," designed to provide institutional investors and hedge funds with high-speed, structured data from the "open web" (blogs, forums, and social media). It aimed to capture the "alpha" hidden in alternative data before it reached mainstream news. Despite raising massive capital and having an elite team, the company burned through its runway without ever launching a stable, market-ready version of its product.
The Autopsy
| Section | Details |
|---|---|
| Startup Profile | Founders: Jeff Stewart, Roger Ehrenberg, and others Funding: ~$20M (Investors: Draper Fisher Jurvetson, Acadia Woods) |
| Cause of Death | |
| The Critical Mistake | Lack of a "Lead" Feature: Monitor110 tried to build everything at once—a dashboard, a search engine, and an alert system. They never identified the "killer feature" that a hedge fund manager would actually pay for, leading to a cluttered product that was "everything to everyone and nothing to anyone." |
| Key Lessons |
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Deep Dive
In the legendary post-mortem analysis, "Monitor110: A Post-Mortem," investor and board member Roger Ehrenberg provided a masterclass in the dangers of the "Waterfall" development model in a Lean world. The Engineering Hubris The team believed that because they were handling "Big Data" (before that term was popular), they needed a perfect, military-grade infrastructure before a single customer could see it. They spent millions on servers and architects while the "problem" they were solving—finding signals in noise—could have been tested with simple RSS readers and human curation. The Seven Reasons for Failure Ehrenberg famously listed seven specific failures, including: 1. The lack of a single CEO (shared leadership). 2. An "over-abundance" of capital. 3. A focus on the "tech" rather than the "business problem." 4. Moving too slowly in a fast-moving market. The Legacy Monitor110 is the ultimate "anti-Lean" case study. It proved that even with the best investors, $20 million, and a brilliant team, you will fail if you do not validate your product with paying customers. Today, companies like Dataminr and Bloomberg have successfully executed the vision Monitor110 had, proving the idea was right, but the execution was flawed. After the collapse, Roger Ehrenberg became one of the most successful early-stage investors in NYC (founder of IA Ventures), explicitly using the failures of Monitor110 as his investment filter.
Key Lessons
Ship Early, Ship Often: If you don't show your product to customers for three years, you aren't a startup; you're a research project.
Capital is Not a Strategy: Excess cash can hide fundamental flaws in a business model. It allows you to ignore the fact that no one is buying your product.
Beware of "Stealth": Transparency and customer validation are more valuable than keeping your "genius idea" a secret from competitors.