Edge Case

AI Agents · Autonomous Driving
1open role
1backers · Trucks VC
$6.3Mgrants · 10 grants · CORDIS
10+team · employees, estimated range

Overview

Ensure safer autonomous system deployment with Edge Case. Explore advanced safety operations, risk mitigation strategies, and regulatory readiness tools.

Funding and backers

Team
11-50
employees, estimated range
Hiring now
2
open roles
Grants
$6.3M
10 grants · CORDIS
Backers
1
Trucks VC
Momentum
15/100
in the news
Last sign of life
1 mo ago
a posting or a news item
The story so fareach stage dated by its source: the company's releases, the press, registers, filings
Sep 2 Launched Edge Case launches Guardian, an AI platform for tracking risk across autonomous systems · Help Net Security Oct 30, 2025 Won a grant $1.2M · CORDIS Jun 16, 2025 Board appointment Edge Case Appoints Lt. Gen. Ret. Ross Coffman to Board of Directors · ecr.ai Jul 11, 2024 Won a grant $1.2M · CORDIS May 10, 2024 Won a grant $75k · CORDIS May 1, 2024 Won a grant $1.8M · CORDIS May 2, 2023 Won a grant $75k · CORDIS Nov 2, 2022 Won a grant $75k · CORDIS Aug 17, 2020 Won a grant $125k · CORDIS Dec 12, 2019 Won a grant $50k · CORDIS Sep 6, 2019 Won a grant $1.5M · CORDIS Jun 18, 2018 Won a grant $125k · CORDIS
Tractionpublic signals, read monthly
Web presence
top 5%
of 133.2M domains by links, Common Crawl
Funding rounds
RoundDateAmountInvestorsSource
Grant Oct 2025 $1.2M — CORDIS
Grant Jul 2024 $1.2M — CORDIS
Grant May 2024 $75k — CORDIS
Grant May 2024 $1.8M — CORDIS
Grant May 2023 $75k — CORDIS
Grant Nov 2022 $75k — CORDIS
Grant Aug 2020 $125k — CORDIS
Grant Dec 2019 $50k — CORDIS
Grant Sep 2019 $1.5M — CORDIS
Grant Jun 2018 $125k — CORDIS
Backed byfrom the funds' portfolios and accelerator catalogs
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Jobs

$145k – $165k per year · In office · 5+ years exp · Bachelor's Degree · Pittsburgh
Python
Go
JavaScript
DynamoDB
AI/ML
LLM
Frontend
Vue.js
React.js
DevOps
Prometheus
CI/CD
AWS
Grafana
AWS Lambda
Amazon EC2
Amazon S3
Amazon CloudWatch
Management
Agile
Apply

Salary insights

Compensation ranges based on this company's open jobs
Median
$163k
Typical range
$160k – $165k
Open positions
2
2 Jobs
Senior 100%
Level Jobs Median Typical range
Senior 2 $163k $160k – $165k
Highest paying role Senior Software Engineer, Full Stack - Edge Case Research $165k
Normalized to USD per year

Growth

Hiring Momentum
26/100
Slowing
Open positions
2
0 opened / 0 closed in 30 days
Median time-to-fill
34 days
faster than 39% of the market
ATS activity
Every ~7 hours
Today
Hiring Dynamics 0%
Hiring Focus
The percentage next to each role is its share of the company's job openings over the last 90 days; the arrow shows the shift versus the previous period.
AI/ML
33% ▼
Backend
33% ▼
Sales
33% ▼

Financials

Total raised
$6.3M
Latest round
Grant
Funding rounds
10
Funding rounds
Round Announced Amount
Grant 2025 $1.2M Details
Grant 2024 $1.2M Details
Grant 2024 $75k Details
Grant 2024 $1.8M Details
Grant 2023 $75k Details
Grant 2022 $75k Details
Grant 2020 $125k Details
Grant 2019 $50k Details
Grant 2019 $1.5M Details
Grant 2018 $125k Details

Tech stack

Technologies named in job postings at Edge Case over the last 12 months, by layer, with the share of postings for each.
Technologies in use
19
Postings analysed
2
Stack modernity
80/100AI adopter
Languages
Go
Python
JavaScript
Frameworks & libraries
React.js
Vue.js
Databases
DynamoDB
Cloud & platforms
AWS
AWS Lambda
Amazon EC2
Amazon S3
Amazon CloudWatch
Grafana
Developer tools
Cameo Systems Modeler
Prometheus
AI & ML
LLM
Practices & domains
CI/CD
DO-178C
MIL-STD-882
MBSE
Sign in to see how your skills match this stack Sign In

Connections

List
Graph
Found in company registers, site code, DNS and hiring. Each connection shows how sure we are and the evidence, with its source and date.
Shared investors1
Trucks VCVia a fund
71 portfolio companies: Zitara, Zendrive, Zohr and 68 more

News

News Robotics & Automation News 2 months ago
Edge Case launches Guardian, an AI-driven safety intelligence platform for autonomous systems
Edge Case launches Guardian, an AI-driven safety intelligence platform designed to help autonomous systems developers continuously identify, analyze and manage risk.
Read more
Report
News Help Net Security 2 months ago
Edge Case launches Guardian, an AI platform for tracking risk across autonomous systems
Edge Case Guardian connects safety analysis and engineering data to give teams an understanding of how system risk evolves.
Read more
Report
Blog 5 months ago
Independent Safety Assessment Sets Benchmark for Autonomous Vehicles
Edge Case has completed an independent review of Aurora's Safety Case, confirming its alignment with industry best practices and reinforcing confidence in the safety of autonomous trucking. The collaboration highlights the growing importance of third-part
Read more
Report
Blog 8 months ago
Creating A Defensible Safety Foundation: American Rheinmetall + Edge Case Partnership Story
What began as targeted safety support has grown into a trusted partnership. Edge Case provides American Rheinmetall with flexible consulting, structured safety frameworks, and ongoing guidance that supports critical program reviews and long-term safety ma
Read more
Report
Award 12 months ago
Edge Case Recognized as a 2025 Top Autonomous Vehicle Safety System by AutoTech Outlook
Edge Case was selected by AutoTech Outlook's readers for a peer nominated award recognizing our leadership in autonomous vehicle safety and the impact of our work across frontier technologies.
Read more
Report
Blog 1 year ago
Former U.S. Army Test and Evaluation Command Leader Appointed Strategic Advisor at Edge Case
Edge Case, the trusted technical partner for teams building and operating frontier technology and safety-critical systems, is proud to...
Read more
Report
Blog 1 year ago
Safety Is Your Strategy. Everything Else Follows.
In frontier tech, there's a persistent perception that safety is a box to check, a phase to finish, or a delay to minimize. That mindset...
Read more
Report
Blog 1 year ago
What Safety Really Means: Reframing the Conversation Around Mission Assurance and Operational Impact
Ask any technologist, commander, or board member what they care about, and chances are their answer won't be "safety." And yet, safety is...
Read more
Report
Show more news

Offices

Where the company hires and what each office is for
Cities
1
Hiring now
1
Countries
1
Busiest office
Pittsburgh
Pittsburgh United States
HQ
PITTSBURGH, PA – June 17th, 2025 Edge Case, the trusted technical partner for teams building and operating frontier tech
1 open roles 1 posted in 90 days 100% engineering 10-50 est. staff $165k Avg Salary
hires for Backend
PITTSBURGH, PA – June 17th, 2025 Edge Case, the trusted technical partner for teams building and operating frontier technology and...
seen since Sep 2026 company site, job postings