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Overview
Edge Case Research provides safety assurance solutions for autonomous systems across automotive, mining, defense, insurance, and aerospace. It offers live safety cases—comprehensive reports tied to standards, metrics, and best practices—and the nLoop platform to create and maintain them with data and evidence. It differentiates itself by pairing hands-on risk management with a dedicated software platform rather than generic consulting, enabling scalable, evidence-based risk management. Its goal is to help autonomous vehicles and related systems be safe, reliable, and trustworthy for broad deployment worldwide.
About Edge Case Research
Industries
Data & Analytics
Robotics & Automation
Consulting
Enterprise Software
Company Size
11-50
Company Stage
Series A
Total Funding
$27M
Headquarters
Pittsburgh, Pennsylvania
Founded
2013
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Simplify's Take
What believers are saying
- Aurora’s June 2026 partnership creates a visible reference customer for highway autonomy buyers.
- Liberty Mutual’s June 2026 investment expands Edge Case into underwriting workflows for insurers.
- USAF’s $1.25 million Phase II award funds autonomous confined-space inspection through 2027.
What critics are saying
- Aurora and Liberty Mutual concentrate revenue; losing either account hits 2027 bookings hard.
- UL 4600 standardization commoditizes safety assurance, letting clients internalize Edge Case’s core consulting work.
- USAF Phase II ends October 2027; without follow-on awards, defense revenue drops sharply.
What makes Edge Case Research unique
- June 2026 Aurora review proves Edge Case sells third-party safety assurance, not simulation.
- Liberty Mutual backed Edge Case in June 2026, validating its insurance-facing safety methodology.
- USAF’s 2026 SBIR ties Edge Case to SOTIF metrics for onboard autonomy assurance.
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Funding
Total Funding
$27M
Above
Industry Average
Funded Over
3 Rounds
Industry standards
Benefits
Health Insurance
Dental Insurance
Vision Insurance
Life Insurance
Short-Term Disability
Long-Term Disability
401(k) Company Match
Flexible Spending Accounts
Parental Leave
Paid Vacation
Paid Holidays
Growth & Insights
6 month growth
↑ 2%1 year growth
↓ -2%2 year growth
↑ 0%Edge Case Research is Hiring for 5 Jobs on Simplify!
Find jobs on Simplify and start your career today
About Edge Case Research
Industries
Data & Analytics
Robotics & Automation
Consulting
Enterprise Software
Company Size
11-50
Company Stage
Series A
Total Funding
$27M
Headquarters
Pittsburgh, Pennsylvania
Founded
2013
Edge Case Research is Hiring for 5 Jobs on Simplify!
Find jobs on Simplify and start your career today