Evaluating only Electric AI’s profile at its peak — without knowing the outcome — the model ranked Unit economics as the #1 likely cause. That’s exactly how it died.
Key Events Timeline
FOUNDING
Electric AI founded
DOWN ROUND
Down round or bridge financing
SHUTDOWN
Mass Layoff Spiral: Electric AI ceases operations
Full Analysis
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Documented cause
Electric AI was a New York-based IT management platform that provided device management, security, and IT helpdesk services to small and medium-sized businesses. The company raised approximately $200 million, with a $90 million Series D in 2021 leading to a $1+ billion implied valuation. Electric's core customers were SMBs in the startup ecosystem — precisely the segment that contracted most aggressively in the 2022-2023 tech downturn as startups froze hiring, reduced headcount, and cut software spending. Electric underwent multiple rounds of significant layoffs in 2022 and 2023, eventually cutting over 50% of its workforce. The company pivoted from its broad SMB focus to a narrower enterprise motion, shrinking to a fraction of its peak size. The customer concentration in a single economic cohort (VC-backed startups) created correlated churn risk that materialized when that cohort contracted simultaneously.
Lesson
“Building a B2B SaaS on top of startups as your primary customer segment is building a business with venture capital cycle risk baked in. When VC funding contracts, your customers contract, and your churn rate spikes simultaneously across the entire book.”