Insights

Strategic partnerships Edge Case collaborates with autonomous vehicle and robotics leaders (Torc Robotics, Gatik AI) to assess and enable safety in complex systems. This indicates a strong fit for vendors and insurers seeking safety case expertise and risk management across high-stakes AI deployments.

Safety focused growth Positioned as a DevSafeOps pioneer that integrates safety into development, Edge Case helps clients accelerate time to market without compromising safety. This resonates with organizations navigating regulatory landscapes and requiring rigorous validation for autonomous technologies.

Industry expansion Active in aerospace, oil & gas, supply chain, and autonomous mobility, Edge Case demonstrates broad appeal across high-regulation, safety-critical sectors. There are cross-sell opportunities with engineering, testing, and compliance programs in these verticals.

Financial health signals Revenue range of 25 to 50 million and a growing partner network with insurers and industry players suggest scalable services and potential for expanded engagements, ongoing projects, and expanded safety lens offerings.

Talent ecosystem Smaller firm size (11-50 employees) combined with a niche tech stack and targeted partnerships indicates a nimble, high-value engagement model. This presents opportunities for advisory services, training, and managed safety program conformance support to scale with client programs.

Edge Case Tech Stack

Edge Case uses 8 technology products and services including JazzHR, Atlassian, NetSuite, and more. Explore Edge Case's tech stack below.

  • JazzHR
    Applicant Tracking Systems
  • Atlassian
    Application Development & Management
  • NetSuite
    E-commerce
  • Sirvoy
    Hotel Management
  • Choices
    Javascript Libraries
  • Hadoop
    Programming Languages
  • Datadog
    Real User Monitoring
  • Apache ActiveMQ
    Software Framework

Media & News

Edge Case's Email Address Formats

Edge Case uses at least 2 format(s):
Edge Case Email FormatsExamplePercentage
FLast@ecr.aiJDoe@ecr.ai
100%
FLast@edge-case-research.comJDoe@edge-case-research.com
93%
Last@edge-case-research.comDoe@edge-case-research.com
3%
First.Last@edge-case-research.comJohn.Doe@edge-case-research.com
2%
First@edge-case-research.comJohn@edge-case-research.com
2%

Frequently Asked Questions

What is Edge Case's phone number?

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You can contact Edge Case's main corporate office by phone at . For more prospecting data, LeadIQ has access to up-to-date and accurate contact information within our platform. Find, capture, and sync contact data to your CRM and sales tools in one click.

What is Edge Case's official website and social media links?

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Edge Case's official website is ecr.ai and has social profiles on LinkedIn.

How much revenue does Edge Case generate?

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As of July 2026, Edge Case's annual revenue is estimated to be $25M - $50M.

What is Edge Case's NAICS code?

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Edge Case's NAICS code is 5415 - Computer Systems Design and Related Services.

How many employees does Edge Case have currently?

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As of July 2026, Edge Case has approximately 41 employees across 2 continents, including North AmericaEurope. Key team members include Owner: B. N.Director Of Employee Success: N. Z.Director Of Finance: S. M.. Explore Edge Case's employee directory with LeadIQ.

What industry does Edge Case belong to?

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Edge Case operates in the IT Services and IT Consulting industry.

What technology does Edge Case use?

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Edge Case's tech stack includes JazzHRAtlassianNetSuiteSirvoyChoicesHadoopDatadogApache ActiveMQ.

What is Edge Case's email format?

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Edge Case's email format typically follows the pattern of FLast@ecr.ai. Find more Edge Case email formats with LeadIQ.

How much funding has Edge Case raised to date?

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As of July 2026, Edge Case has raised $19M in funding. The last funding round occurred on Sep 15, 2021.

When was Edge Case founded?

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Edge Case was founded in 2013.
Edge Case logo

Edge Case

IT Services and IT ConsultingPennsylvania, United States11-50 Employees

Edge Case is an IT services and consulting firm based in Pittsburgh, Pennsylvania, that supports organizations developing frontier technologies. The company focuses on helping teams in autonomous vehicles, robotics, aerospace, oil and gas, and supply chain build and scale safer and more reliable systems from prototype through global deployment. It emphasizes integrating safety into every stage of development, enabling stakeholders to define what constitutes “safe enough,” navigate regulatory requirements, and accelerate time to market without compromising safety. Edge Case works with developers, operators, and insurers to measure, manage, and mitigate risk, aiming to advance autonomous technologies that are safe, scalable, and trustworthy. The organization positions itself within the safety-focused segment of the technology services and consulting industry, offering partnerships that align technical delivery with safety and regulatory considerations. Recent collaborations noted in industry outlets include a partnership with Torc Robotics in 2025 and a safety-case assessment collaboration involving Gatik AI and TÜV SÜD in 2024, reflecting ongoing activity in adjacent autonomous mobility sectors.

Section iconCompany Overview

Phone number
Website
ecr.ai
NAICS Code
5415 - Computer Systems Design and Related Services
Founded
2013
Employees
11-50

Section iconFunding & Financials

  • $19M

    Edge Case has raised a total of $19M of funding over 2 rounds. Their latest funding round was raised on Sep 15, 2021as a series_a.

  • $25M - $50M

    Edge Case's revenue is estimated to be in the range of $25M - $50M

Section iconFunding & Financials

  • $19M

    Edge Case has raised a total of $19M of funding over 2 rounds. Their latest funding round was raised on Sep 15, 2021as a series_a.

  • $25M - $50M

    Edge Case's revenue is estimated to be in the range of $25M - $50M

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