EchoTrail

EchoTrail, founded in 2018 by Brian Concannon, is a cybersecurity firm specializing in detection engineering and AI security tooling.

Reviewed by 7wData
Share Email

On this page

Profile

EchoTrail provides detection engineering and AI security tooling for cybersecurity professionals.

EchoTrail, founded in 2018 by Brian Concannon, is a cybersecurity firm specializing in detection engineering and AI security tooling. Concannon, a veteran with over 15 years of experience in building detection systems, has a background that includes roles at the FBI, CrowdStrike, Expel, and Raytheon. EchoTrail operates on a fixed-scope, project-based engagement model, offering concrete deliverables such as working code rather than traditional slide decks.

The company’s services include a Detection Rule Library, Detection-as-Code Pipeline, and AI-Powered SOC Tooling, with pricing starting at $5K for AI SOC tooling and scaling up to $15K for detection-as-code pipelines. EchoTrail’s flagship product, Rocky Raccoon, is an AI security assistant designed for detection engineers and threat hunters, featuring a RAG pipeline, vector search, chat interface, REST API, and MCP server. Rocky Raccoon is used for process triage, detection writing, and threat hunting.

EchoTrail’s approach is grounded in real-world experience, with services like the Detection Rule Library offering 30–50 rules mapped to MITRE ATT&CK and accompanied by tuning guidance. The company’s Detection-as-Code Pipeline emphasizes version control, automated validation, and deployment via API to SIEM/EDR systems. EchoTrail’s focus on AI-powered SOC tooling includes triage assistants, RAG knowledge bases, and enrichment pipelines, with a prototype-first approach to production. The company’s financial trajectory and headcount are not publicly disclosed, but its founder’s extensive industry experience and the niche focus on detection engineering position EchoTrail as a specialized player in the cybersecurity market.

Track EchoTrail and 240+ vendors.

335k+ subscribers read the daily AI & data note. One email, both newsletters. Unsubscribe anytime.

Who buys this

  • Detection engineers
  • Threat hunters
  • Security operations centers (SOCs)
  • Cybersecurity consulting firms
  • Enterprise IT security teams

Strengths and what to watch

Strengths

  • Founder Brian Concannon’s 15+ years of experience in detection systems at FBI, CrowdStrike, Expel, and Raytheon.
  • Fixed-scope, project-based engagements with concrete deliverables and working code.
  • Rocky Raccoon, an AI security assistant designed for detection engineers and threat hunters.

Watch for

  • Limited public information on financial trajectory and headcount.
  • Potential reliance on founder’s reputation and experience for business growth.
  • Niche focus on detection engineering may limit broader market appeal.

Key Information

Founded
2018

Frequently Asked Questions

What does EchoTrail do in cybersecurity?

EchoTrail provides specialized detection engineering and AI security tools for cybersecurity professionals. Their services include a Detection Rule Library, Detection-as-Code Pipeline, and AI-Powered SOC Tooling. Founded in 2018 by FBI and CrowdStrike veteran Brian Concannon, they focus on practical, code-based solutions for threat detection and response.

What is Rocky Raccoon in cybersecurity?

Rocky Raccoon is EchoTrail's AI security assistant designed for detection engineers and threat hunters. It features a RAG pipeline, vector search, chat interface, and REST API. The tool assists with process triage, detection writing, and threat hunting, built by experts with real-world cybersecurity experience.

Who founded EchoTrail and what's their background?

EchoTrail was founded in 2018 by Brian Concannon, a cybersecurity veteran with 15+ years experience. His background includes roles at the FBI, CrowdStrike, Expel, and Raytheon, specializing in building detection systems. This expertise shapes EchoTrail's practical, experience-driven approach to security tooling.

How much does EchoTrail's detection-as-code service cost?

EchoTrail's services start at $5K for AI SOC tooling, scaling to $15K for detection-as-code pipelines. They operate on fixed-scope, project-based engagements, delivering working code rather than slide decks. Pricing reflects their concrete deliverables and specialized expertise in detection engineering.

What makes EchoTrail different from other cybersecurity firms?

EchoTrail stands out through its founder's operational experience, code-first deliverables, and niche focus on detection engineering. Unlike consultancies offering theoretical frameworks, EchoTrail provides working implementations of detection rules and pipelines, with AI enhancements through tools like Rocky Raccoon.

Who uses EchoTrail's cybersecurity services?

EchoTrail primarily serves detection engineers, threat hunters, and security operations centers. Their tools are designed for professionals needing practical detection systems, with customers ranging from enterprise IT teams to cybersecurity consulting firms. The focus is on implementable solutions rather than theoretical security frameworks.

Sources

  1. echotrail.io — Company’s services and products overview.
  2. echotrail.io — Detection Rule Library service details.
  3. echotrail.io — Detection-as-Code Pipeline service details.
  4. echotrail.io — AI-Powered SOC Tooling service details.
  5. rockyraccoon.io — Rocky Raccoon product details.
  6. www.linkedin.com — Founder Brian Concannon’s professional background.