Decision Case Studies

Real startup decisions, scored across 4 dimensions, with verified outcomes. Learn from what worked — and what didn't.

347

Decisions Analysed

81%

Positive Outcomes

6.1

Avg Score /10

Featured Case Studies

Google: Launch AdWords self-serve platform (2000)

Google's search engine was growing fast but had no monetisation. The team debated between enterprise sales, display ads, and a self-serve auction model where any business could bid on keywords. The self-serve approach was riskier — no enterprise contracts — …

OpenAI: Launch ChatGPT as a free research preview (2022)

OpenAI released ChatGPT as a free web app in November 2022, making GPT-3.5 accessible to anyone. Rather than gating behind API pricing or enterprise sales, they let the world use it for free — a massive bet on viral adoption …

Superhuman: Launch at $30/month with no free tier (2017)

Rahul Vohra launched Superhuman as a premium-only email client at $30/month with no free tier, requiring an invite and onboarding call for every user. At a time when every email client was free, this was a bet that a small …

Optimise Cash / Runway Management

Tesla: Elon Musk invests last $35M of personal money to avoid bankruptcy (2008)

Tesla was days from running out of cash during the 2008 financial crisis. Musk had already put most of his personal fortune (from the PayPal …

The Christmas Eve funding saved Tesla from bankruptcy. The company went public in 2010 at …

Optimise Growth Channel

HubSpot: Inbound marketing methodology as distribution (2006)

HubSpot coined 'inbound marketing' and built a massive content machine (blog, tools, certifications) as their primary distribution channel. Instead of outbound sales, they attracted customers …

HubSpot's content engine generates millions of monthly visits and is the primary lead source. Revenue …

Optimise Sales / Distribution Channel

Amazon: Launch AWS as external cloud service (2006)

Amazon had built internal infrastructure tools (S3, EC2) for its own operations. The decision was whether to offer these as external services to developers. Many …

AWS became the world's largest cloud provider with $90B+ annual revenue by 2023 and 31% …

Optimise Cash / Runway Management

NZXT: Settle a $3.45 million lawsuit (2026)

NZXT made the decision to pay a $3.45 million settlement to resolve a lawsuit related to their Flex PC rentals. This was a critical choice …

NZXT's decision to settle for $3.45 million successfully brought an end to the legal dispute. …

Optimise Product Strategy

Google: Reversing controversial content inclusion in News (2026)

Google faced a strategic choice: continue allowing controversial prediction market bets (Polymarket) to surface in Google News, or reverse course to uphold journalistic integrity and …

Google publicly stated the inclusion was an 'error,' signaling a swift policy adjustment and removal …

Optimise Product Strategy

Google: Disavowing and correcting the display of Polymarket bets in Google News (2026)

Google made a rapid decision to publicly state that the appearance of Polymarket bets in its Google News service was an 'error.' The company was …

Google swiftly issued a public statement disavowing the content, effectively mitigating potential reputational damage and …

Optimise Operations / Processes

Google: Censor/remove Polymarket bets from News results (2026)

Google made a reactive decision to remove Polymarket bets from its News results after they appeared, classifying their presence as an 'error.' The company had …

Google communicated that the appearance of Polymarket bets was an error and implied their removal, …

Optimise Product Strategy

Figma: Browser-based design tool with real-time collaboration (2016)

Figma bet that design tools should be browser-based with real-time multiplayer collaboration, like Google Docs for design. This was contrarian — designers were loyal to …

Figma overtook Sketch as the dominant design tool. Browser-native collaboration proved transformative for design teams. …

Optimise Operations / Processes

Google: Remove Polymarket betting integration from Google News due to 'error' (2026)

Google made the rapid decision to remove the display of Polymarket bets from its Google News platform, publicly attributing their presence to an "error." This …

Google publicly stated that the appearance of Polymarket bets in its News service was an …

Optimise Operations / Processes

Google: Classify Polymarket bets in News as 'error' (2026)

Google was faced with content from a prediction market (Polymarket) appearing in its trusted Google News aggregation service. They had to decide whether to simply …

Google promptly identified the appearance of Polymarket bets in Google News as an 'error' and …

Optimise Product Strategy

Nvidia: Launch Blackwell GPU architecture and custom AI chips (2025)

Nvidia launched its Blackwell B200 and GB200 GPUs — purpose-built for AI training and inference at unprecedented scale. Simultaneously, Nvidia expanded into custom AI chip …

Blackwell demand was immediate and overwhelming — all major cloud providers pre-ordered billions in chips. …

Optimise Operations / Processes

Google: Correcting content policy violation in News displaying Polymarket bets (2026)

Google decided to acknowledge and rectify an 'error' that led to Polymarket bets appearing in Google News. The company was deciding whether to let the …

Google publicly stated that Polymarket bets showing up in News was an error, indicating swift …

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