Secure AI adoption and cloud security, in one graph.
EchelonGraph exists to make securing your AI and securing your cloud the same motion. As teams race to ship AI, the attack surface explodes — model endpoints, vector databases, notebooks, and the cloud they run on. We built one graph that maps your entire attack surface, shows blast radius before an attacker finds it, and automates compliance across AWS, GCP, and Azure.
Meet the founders
Two founders who ran cloud security, identity, and reliability at hyperscale — and built EchelonGraph together, from the detection engines to the platform that runs them.
Akshay Dubey
14+ years in cloud security, AI threat defense, and large-scale observability. A staff-level SRE (ex-Walmart Global Tech), Akshay leads EchelonGraph's security architecture and detection engineering — the cloud (CSPM) and IaC scanners, secrets and attack-surface detection, the 330-framework compliance engine, eBPF kernel telemetry, zero-knowledge encryption, the graph-based blast-radius engine, and AI-SPM coverage for NIST AI-RMF, the EU AI Act, MITRE ATLAS, and ISO 42001. First-hand expertise across cloud security, detection engineering, and compliance. CNCF open-source contributor (fluent-bit).
Rahul Jain
14+ years leading distributed systems and site reliability at hyperscale — with cloud security and identity at the core of that work. Ex-LinkedIn (100s of petabytes, 10,000-node clusters) and ex-Swiggy, where he built the cloud security posture (CSPM) and IAM-hardening programs first-hand, migrating entire fleets from long-lived to short-lived credentials and closing the exact privilege-escalation paths EchelonGraph's CIEM now surfaces automatically. At EchelonGraph, Rahul owns the reliability, scale, and enterprise operations — the infrastructure, the security program, and the countless things beyond the code that turn detection engines into a product companies can trust in production. Building a company takes far more than writing code, and Rahul builds the foundation the rest stands on.
Founder-market-fit: EchelonGraph is built by two founders in tandem — deep security and detection engineering paired with the distributed-systems reliability, scale, and enterprise operations that make it production-grade. Complementary strengths, one company.
See your attack surface the way an attacker would.
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