BRAND_ANALYSIS #SCALE_AI TECH #127 OF 199 IN TECH ALIGNED

Scale AI

· Private · Updated 07 Aug 2026 07:45 UTC
#623 of 1208 overall by tension · #127 of 199 in Tech
13 Aligned
The Balanced
Analysis

AI infrastructure startup at 55/68 with 0.50 sentiment: riding the LLM wave without defining it. Alexander Wang's data platform will be acquired or forgotten within 5 years.

IN THE NEWS (100 articles this week)
The Cost of Control: Untangling the Myth and Realities of Sovereign AI - Scale AI
Scale AI Ends Lobbying Relationship With SHW Partners - Legis1
What Executives Need to Understand Before Scaling AI Across the Organization - gsb.stanford.edu
Cultural Score
55 / 100
Business Score
68 / 100
TREND
TENSION▁▁▁▁▁▁▁▁▁▁▁▁▁▁
CULTURAL▄▄▄▄▄▄▄▄▄▄▄▄▄▄
BUSINESS▅▅▅▅▅▅▅▅▅▅▅▅▅▅
TREND CHART
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CULTURAL BREAKDOWN
Wikipedia Momentum 15/40
News Presence 40/35
Search InterestRedistributed to other dimensions
BUSINESS BREAKDOWN
Stock Momentum 0/30
Market Position 0/25
Revenue Growth 0/25
Earnings Health 0/20
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C:55 B:68 T:13
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C:55 B:68 T:13
Bose
C:57 B:70 T:13
HCLTech
C:53 B:66 T:13
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Scale AI's tension is 13. Commerce outpacing culture. sociologyofcapitalism.com/brand/scale-ai
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Data: Wikipedia Pageviews, Google News RSS, AI Sentiment
All scores approximate. Updated daily.
Sociology of Capitalism
Mike Litman