Traversal raises $120 million at $1 billion valuation for autonomous site reliability engineering

On November 3, 2026, autonomous site reliability engineering startup Traversal announced a $120 million funding round led by Kleiner Perkins, Redpoint Ventures, and Khosla Ventures, reaching a $1 billion valuation. Traversal uses causal machine learning to diagnose and remediate IT failures caused by rapid increases in AI-generated code. Serving enterprise clients like PepsiCo and American Express, Traversal completed over 150,000 investigations in third-quarter 2026.

Funding round and investors

• ▪Kleiner Perkins, Redpoint Ventures, and Khosla Ventures co-led Traversal's $120 million funding round, with participation from Sequoia Capital, Battery Ventures, and Amex Ventures
• ▪Traversal plans to use its $120 million capital injection to accelerate hiring across engineering, go-to-market, and research and development teams
• ▪Traversal announced on November 3, 2026, that it raised $120 million in a funding round at a $1 billion valuation

Market trends driving downtime costs

• ▪Software developers increased overall code output by approximately 180% over two years, intensifying operational pressure on site reliability engineers
• ▪A report by Splunk Inc. and Oxford Economics found that enterprise downtime costs increased over 50% in two years, reaching $600 billion annually worldwide

Executive commentary on AI reliability

• ▪Kleiner Perkins Partner Mamoon Hamid stated that artificial intelligence adoption has created acuteness around the problem of cyber reliability
• ▪Traversal CEO Anish Agarwal stated that AI-written software breaks in novel ways, such as underlying model drift and unscripted scenario failures

Platform capabilities and usage

• ▪Enterprise customers using Traversal's autonomous site reliability platform include PepsiCo, Blackstone, American Express, DigitalOcean, Nubank, and Harvey AI Corp.
• ▪Traversal automated troubleshooting for a banking client's database outage in five minutes, replacing an investigation previously requiring hundreds of engineers in a war room
• ▪Traversal's AI agents analyze operational telemetry, including logs, metrics, and traces, to establish normal behavior baselines and troubleshoot IT infrastructure failures
• ▪Traversal's AI agents assisted companies with over 150,000 site reliability investigations during the third quarter of 2026

ORCA-bench benchmark findings

• ▪Testing on the ORCA-bench benchmark revealed that frontier AI models achieved under 25% accuracy on medium-difficulty site reliability engineering tasks, with hallucination rates exceeding 40%
• ▪Traversal co-developed the ORCA-bench benchmark alongside researchers from Cornell Tech and Columbia University to test AI model performance on site reliability tasks

Revenue and growth metrics

• ▪Traversal CEO Anish Agarwal declined to disclose the company's exact revenue figures alongside its reported nine-fold revenue growth metrics
• ▪Traversal reported that its annual recurring revenue grew ninefold over six months, while its monthly active users multiplied 20-fold over the preceding year

Causal machine learning technology

• ▪Traversal CEO Anish Agarwal utilized his background in causal machine learning to build the startup's site reliability engineering platform
• ▪Traversal applies causal machine learning to evaluate cause-and-effect relationships in software systems rather than relying on statistical correlations

Company history and development

• ▪Traversal spent two years refining its technology prior to enterprise clients expanding deployment across complex production environments
• ▪Traversal was founded in 2023 by cofounders Anish Agarwal, Raj Agrawal, Raaz Dwivedi, and Ahmed Lone