Where cutting-edge AI research meets world-class engineering
Troubleshooting production incidents is one of the toughest challenges in software — petabytes of noisy data, each incident unique, and every minute costly. Solving it means pushing the limits of what LLMs can do.
Traversal is building at that frontier, combining deep research expertise with real-world, mission-critical engineering to fundamentally change how software systems are managed.
Hear about Traversal
Building the AI Tools for Observability 2.0
TBPN
https://youtu.be/_BB-G8wSgvk
building-the-ai-tools-for-‘observability-2.0
Where Causal Machine Learning Meets AI Agents
EO
https://youtu.be/aLDCYTHZdJA
where-causal-ml-meets-ai-agents
The Key to Revolutionizing the Entire Software Development Lifecycle
Human Unicorn
https://youtu.be/BJJ8IVkXRko
the-key-to-revolutionizing-the-entire-software-development-lifecycle
More than AI: Traversal as an Infrastructure and Data Company
Hunters and Unicorns
https://youtu.be/dUYPgb8kQi4
more-than-ai-traversal-as-an-infrastructure-and-data-company
The Importance of Investing in Evals
Latent.Space
https://youtu.be/taMQ2Q31sO8
the-importance-of-investing-in-evals
A Multi-Agentic Approach to Solving Critical System Failures
Training Data
https://youtu.be/AICDhmeHXhw
a-multi-agentic-approach-to-solving-critical-system-failures
Hiring the Right Team to Solve the Hardest Problems
Enginears
https://youtu.be/_L9DmgCtZMs
hiring-the-right-team-to-solve-the-hardest-problems
Understanding and Planning For the Future of AI Models
InProd
https://youtu.be/p39k71CBUN4
understanding-and-planning-for-the-future-of-ai-models
The Traversal Origin Story
Traversal
https://youtu.be/WfvrUMLd8JQ
traversal-origin-story
Perspectives from leaders in AI and observability
“Traversal is applying Elasticsearch in one of the most innovative ways we've seen as it relates to AI agents. Their agentic architecture combined with Elasticsearch enables Traversal AI to autonomously search petabytes of telemetry data efficiently and at scale in mission-critical enterprise environments, unlocking a totally new paradigm for troubleshooting production incidents and software reliability more broadly.“

Shay Bannon
Founder & CTO, Elastic
“Traversal is applying Elasticsearch in one of the most innovative ways we've seen as it relates to AI agents. Their agentic architecture combined with Elasticsearch enables Traversal AI to autonomously search petabytes of telemetry data efficiently and at scale in mission-critical enterprise environments, unlocking a totally new paradigm for troubleshooting production incidents and software reliability more broadly.“

Shay Bannon
Founder & CTO, Elastic
“Traversal is applying Elasticsearch in one of the most innovative ways we've seen as it relates to AI agents. Their agentic architecture combined with Elasticsearch enables Traversal AI to autonomously search petabytes of telemetry data efficiently and at scale in mission-critical enterprise environments, unlocking a totally new paradigm for troubleshooting production incidents and software reliability more broadly.“

Shay Bannon
Founder & CTO, Elastic
“Traversal is blazing the path for the future of AI Agents. Their approach to developing a swarm of expert on-call engineers to quickly identify and remediate production issues in mission-critical systems stands out among the most forward-thinking and practical methods for agent development. Furthermore, as an ambient agent system, their product is ever-present and constantly improving the lives of engineers. I’m eager to see how Traversal continues to evolve, and how the broader industry builds upon the foundation they are laying.“

Harrison Chase
CEO & Cofounder, LangChain
“Traversal is blazing the path for the future of AI Agents. Their approach to developing a swarm of expert on-call engineers to quickly identify and remediate production issues in mission-critical systems stands out among the most forward-thinking and practical methods for agent development. Furthermore, as an ambient agent system, their product is ever-present and constantly improving the lives of engineers. I’m eager to see how Traversal continues to evolve, and how the broader industry builds upon the foundation they are laying.“

Harrison Chase
CEO & Cofounder, LangChain
“Traversal is blazing the path for the future of AI Agents. Their approach to developing a swarm of expert on-call engineers to quickly identify and remediate production issues in mission-critical systems stands out among the most forward-thinking and practical methods for agent development. Furthermore, as an ambient agent system, their product is ever-present and constantly improving the lives of engineers. I’m eager to see how Traversal continues to evolve, and how the broader industry builds upon the foundation they are laying.“

Harrison Chase
CEO & Cofounder, LangChain
Tackling this problem requires a highly-skilled interdisciplinary team
AI Researchers
AI Engineers
High-Stakes Operators
Devtool Builders
PhDs & professors with expertise in areas like causal machine learning, scalable data systems, and AI explainability
AI Researchers
AI Engineers
High-Stakes Operators
Devtool Builders
PhDs & professors with expertise in areas like causal machine learning, scalable data systems, and AI explainability
AI Researchers
AI Engineers
High-Stakes Operators
Devtool Builders
PhDs & professors with expertise in areas like causal machine learning, scalable data systems, and AI explainability
Meet our newest
team members

Jim Cavanaugh
SVP of Worldwide Sales
Why did you join Traversal?
After spending more than a decade leading sales teams in the observability space at companies like AppDynamics and Cribl, I’ve seen how quickly system complexity is accelerating. The rise of AI-generated code is pushing that even further, and traditional tooling simply wasn’t built for environments where code is written by both humans and AI.
What stood out to me about Traversal is the founders’ framing of the problem. This isn’t just an observability challenge — it’s an AI problem, and solving it requires a fundamentally new approach.

Jim Cavanaugh
SVP of Worldwide Sales
Why did you join Traversal?
After spending more than a decade leading sales teams in the observability space at companies like AppDynamics and Cribl, I’ve seen how quickly system complexity is accelerating. The rise of AI-generated code is pushing that even further, and traditional tooling simply wasn’t built for environments where code is written by both humans and AI.
What stood out to me about Traversal is the founders’ framing of the problem. This isn’t just an observability challenge — it’s an AI problem, and solving it requires a fundamentally new approach.

Maxime Petazzoni
Head of Engineering
Why did you join Traversal?
During nearly a decade at SignalFx and Splunk, I helped design and operate large-scale observability systems built on streaming telemetry pipelines and distributed infrastructure. Those platforms processed enormous volumes of metrics, traces, and logs from thousands of production environments.
Building and operating those platforms, and working closely with customers on their own telemetry, observability, and incident response processes, showed me how difficult root cause analysis becomes as systems scale across services, dependencies, and infrastructure layers. What excites me about Traversal is the opportunity to apply AI to reason across that operational data and dramatically shorten the time it takes engineers to understand and resolve incidents.

Maxime Petazzoni
Head of Engineering
Why did you join Traversal?
During nearly a decade at SignalFx and Splunk, I helped design and operate large-scale observability systems built on streaming telemetry pipelines and distributed infrastructure. Those platforms processed enormous volumes of metrics, traces, and logs from thousands of production environments.
Building and operating those platforms, and working closely with customers on their own telemetry, observability, and incident response processes, showed me how difficult root cause analysis becomes as systems scale across services, dependencies, and infrastructure layers. What excites me about Traversal is the opportunity to apply AI to reason across that operational data and dramatically shorten the time it takes engineers to understand and resolve incidents.

Michael Kowal
Regional Director of West Coast Sales
Why did you join Traversal?
I saw parallels with other high-growth companies I’ve been part of. At Cribl, for example, we saw data volumes growing far faster than the budgets organizations had to manage it.
At Traversal, the constraint is human understanding. System complexity and telemetry data are growing faster than engineers can reasonably reason through during an incident. Solutions that address these kinds of inflection points tend to deliver immediate value for customers, which is what makes the opportunity here so compelling.

Michael Kowal
Regional Director of West Coast Sales
Why did you join Traversal?
I saw parallels with other high-growth companies I’ve been part of. At Cribl, for example, we saw data volumes growing far faster than the budgets organizations had to manage it.
At Traversal, the constraint is human understanding. System complexity and telemetry data are growing faster than engineers can reasonably reason through during an incident. Solutions that address these kinds of inflection points tend to deliver immediate value for customers, which is what makes the opportunity here so compelling.

Nick Billy
Marketing
Why did you join Traversal?
It’s a fast-moving space — I like competition, and I believe we have the edge. I’m familiar with and deeply interested in this industry (ex-SignalFx/Splunk), excited about the product vision, and really hit it off with the team. The timing for disruption feels uncanny. This is my sixth startup, and I thrive in the 0 → 1 (and beyond) phase — here for the chaos, the fun, and the camaraderie.

Nick Billy
Marketing
Why did you join Traversal?
It’s a fast-moving space — I like competition, and I believe we have the edge. I’m familiar with and deeply interested in this industry (ex-SignalFx/Splunk), excited about the product vision, and really hit it off with the team. The timing for disruption feels uncanny. This is my sixth startup, and I thrive in the 0 → 1 (and beyond) phase — here for the chaos, the fun, and the camaraderie.

Patrick Wade
VP of Worldwide Field Engineering
Why did you join Traversal?
Throughout my career at companies like AppDynamics and Cribl, I’ve focused on helping organizations adopt complex technologies and turn them into real operational value. At Cribl, I had the opportunity to help scale the company more than 20x, building field and value engineering teams that worked closely with customers to solve real problems.
What stands out at Traversal is how clearly customers articulate the challenge. Teams are dealing with production environments that are growing more complex every year, and the traditional ways of investigating incidents simply aren’t keeping up. My focus is helping customers deploy Traversal effectively and realize value quickly across their environments.

Patrick Wade
VP of Worldwide Field Engineering
Why did you join Traversal?
Throughout my career at companies like AppDynamics and Cribl, I’ve focused on helping organizations adopt complex technologies and turn them into real operational value. At Cribl, I had the opportunity to help scale the company more than 20x, building field and value engineering teams that worked closely with customers to solve real problems.
What stands out at Traversal is how clearly customers articulate the challenge. Teams are dealing with production environments that are growing more complex every year, and the traditional ways of investigating incidents simply aren’t keeping up. My focus is helping customers deploy Traversal effectively and realize value quickly across their environments.

Ryan Powers
SVP of Marketing
Why did you join Traversal?
At SignalFx, where I was the first product marketer and helped grow the company through its acquisition by Splunk, we talked for years about the promise of AI-directed troubleshooting. But the technology never quite caught up to the ambition.
What intrigued me about Traversal was the team’s approach. Instead of layering AI onto observability, they built the AI platform first and layered the observability primitives on top. That foundation allows Traversal to reason across massive volumes of MELT data and identify root causes far faster and more accurate than traditional approaches.

Ryan Powers
SVP of Marketing
Why did you join Traversal?
At SignalFx, where I was the first product marketer and helped grow the company through its acquisition by Splunk, we talked for years about the promise of AI-directed troubleshooting. But the technology never quite caught up to the ambition.
What intrigued me about Traversal was the team’s approach. Instead of layering AI onto observability, they built the AI platform first and layered the observability primitives on top. That foundation allows Traversal to reason across massive volumes of MELT data and identify root causes far faster and more accurate than traditional approaches.

Scott Gorman
Regional Director of East Coast Sales
Why did you join Traversal?
I’ve spent the last 14 years in observability at companies like Splunk and Cribl, working with some of the largest and most complex engineering organizations in the world. During that time I watched the space evolve from basic monitoring to a mission-critical enterprise function.
But as telemetry volumes exploded, the gap between collecting data and extracting real insight only widened. What excites me about Traversal is the opportunity to apply AI to that challenge and fundamentally change how teams understand and operate their production systems.

Scott Gorman
Regional Director of East Coast Sales
Why did you join Traversal?
I’ve spent the last 14 years in observability at companies like Splunk and Cribl, working with some of the largest and most complex engineering organizations in the world. During that time I watched the space evolve from basic monitoring to a mission-critical enterprise function.
But as telemetry volumes exploded, the gap between collecting data and extracting real insight only widened. What excites me about Traversal is the opportunity to apply AI to that challenge and fundamentally change how teams understand and operate their production systems.
Backed by the best.
Awards & Recognition

Explore Traversal
Traversal is an AI SRE agent that troubleshoots, resolves, and even prevents production incidents






