How is sensitive data protected?

All documents are encrypted with AES-256-GCM at rest and TLS 1.3 in transit. A GDPR anonymization layer removes PII before any AI processing. Your data never leaves our SOC 2 certified infrastructure.

How long does integration take?

Less than 30 minutes. Upload documents directly, connect via OAuth for Slack, or use our REST API for bulk processing.

How does outcome tracking work?

Outcomes are detected automatically from follow-up documents, Slack messages, and web intelligence. You confirm with one click. Each reported outcome makes your future analyses more accurate.

How is Decision Intel different from ChatGPT?

ChatGPT gives one opinion from one model. Decision Intel uses 3 independent judges for noise measurement, a 20×20 bias interaction matrix for compound scoring, 31 domain-specific biases, and an outcome flywheel that gets smarter with every decision.

All case studies

Catastrophic failureRetail2001

Webvan Group

Webvan Online Grocery Delivery Collapse

Estimated impact: $830M in investor losses; 2,000 jobs

F14

Decision Quality Index

Critical — 5 biases detected, 2 toxic combinations

Webvan raised $375M in its IPO and spent $1B building automated warehouses in 10 cities before proving the model worked in even one. The company burned through cash building infrastructure for demand that didn't exist, filing for bankruptcy 18 months after going public.

Decision context

Whether to expand to 26 cities simultaneously with custom-built automated warehouses before demonstrating profitable unit economics in the initial market (San Francisco Bay Area).

Deep hindsight-stripped analysis coming soon. This case is part of our ongoing backfill to reconstruct what the platform would have flagged at decision time. The summary and bias profile below are drawn from primary sources.

Biases present in the decision

★ Planning FallacyOverconfidence BiasOptimism BiasBandwagon EffectRecency Bias

3D Decision Knowledge Graph

Webvan Group — 5 biases, 2 toxic combinations

Drag to rotate · Scroll to zoom · Click to explore

Decision

Critical

High

Medium

Toxic

Bias Intensity Profile

Severity × confidence across 5 detected biases

Toxic combinations

Blind Sprint
Optimism Trap

Reference class base rates

Across all 146 curated case studies in our library:

90%

base failure rate

10%

base success rate

Lessons learned

Planning fallacy: expanding to 26 cities before proving one is the canonical startup over-expansion error
Recency bias from dot-com era: investors and executives assumed internet growth rates applied to physical logistics
The model Webvan tried (online grocery with same-day delivery) eventually worked — 20 years later, with different economics

Source: Webvan SEC filing S-1 (1999); Randall Stross, "eBoys" (2000) (SEC Filing)

Pilot slots available

See what we'd flag in your next strategic memo.

Upload a strategic memo or board deck. Get the same bias audit you just saw for Webvan Group, on your own high-stakes call, in under 60 seconds.

Try the Demo — Free Request a Pilot

Or leave your email, we'll run a strategic memo of your choosing and send the readout within a business day.

Ready to audit your own memo right now? Create a free account →

Related cases in Retail

Catastrophic failure2017

Toys "R" Us

Toys "R" Us Bankruptcy

Catastrophic failure2018

Sears Holdings (Sears/Kmart)

Sears Holdings Collapse

Catastrophic failure2023

Bed Bath & Beyond

Bed Bath & Beyond Bankruptcy

Lessons learned

Planning fallacy: expanding to 26 cities before proving one is the canonical startup over-expansion error

Recency bias from dot-com era: investors and executives assumed internet growth rates applied to physical logistics

The model Webvan tried (online grocery with same-day delivery) eventually worked — 20 years later, with different economics