Vendor comparison · 4 companies

AccuKnox, Modelyo, Oligo and Raven.io

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AccuKnox, Modelyo, Oligo and Raven.io Compared
What it sells
	AccuKnoxAccuKnox is a spin-off from SRI International and closed a seed funding round in late 2020.sri.com	ModelyoModelyo provides a confidential computing cloud platform that encrypts and isolates Kubernetes, databases, storage, networking and AI workloads so that infrastructure operators and Modelyo itself cannot access them.modelyo.com	OligoOligo provides a runtime security platform that monitors applications, cloud workloads and AI systems to detect malicious behavior and prioritize vulnerabilities based on what is actually executing in production.oligo.security	Raven.ioRaven.io sells a set of runtime application security products, including tools for preventing malicious code execution, detecting and responding to application attacks, analyzing software composition risk, gating risky releases before production, and monitoring AI agents running in an environment.raven.io
What it sells	Zero Trust Container^[1]A runtime container that enforces zero trust policies to protect applications, networks and data in cloud and Kubernetes environments.	Sovereign cloud^[1]A cloud environment that cryptographically isolates workloads, keys, and data across hyperscalers, neoclouds and on-prem infrastructure. Confidential AI^[1]Runs AI inference, agents and retrieval-augmented generation inside hardware-protected confidential computing environments while keeping data and model weights under customer control.	Cloud Application Detection & Response^[1]Uses eBPF technology to detect zero-day exploits and malicious behaviors, such as unexpected system calls or data exfiltration, inside application runtime processes. Runtime Vulnerability Management^[1]Identifies which vulnerabilities are actively loaded into execution memory so teams can focus on exploitable risks instead of static alerts. Runtime AI Protection^[1]Monitors open-source AI models, LLM frameworks and agent workflows at runtime to catch exploits, model tampering and unauthorized data leakage.	Runtime Prevention^[1]Blocks malicious code execution at runtime whether or not a CVE exists for the underlying flaw. Runtime ADR^[1]Detects and responds to application-level attacks and provides detailed application forensics. Runtime SCA^[1]Analyzes which open-source vulnerabilities are actually reachable at runtime and provides remediation plans for the rest. Runtime Gatekeeper^[1]Evaluates applications before deployment to identify and block risky ones from reaching production. Runtime AI-Agents^[1]Gives visibility into AI agents running in an environment and identifies unauthorized or shadow agents.
Categories
Categories	Cloud workload protection (primary category)	Cloud workload protection (primary category) Encryption, tokenization and key management	Cloud workload protection (primary category) Software composition analysis AI model and agent security	Cloud workload protection (primary category) Software composition analysis AI model and agent security Application security posture management
Headquarters
Headquarters	Not stated on its pages	Not stated on its pages	Not stated on its pages	Not stated on its pages
Founded
Founded	Not stated on its pages	Not stated on its pages	Not stated on its pages	Not stated on its pages
Ownership and funding
Ownership and funding	Privately held	Not stated on its pages	Privately held	Not stated on its pages
Named customers
Named customers	Not stated on its pages	Not stated on its pages	Not stated on its pages	Not stated on its pages
Recent news
Recent news	Not stated on its pages	Not stated on its pages	Not stated on its pages	Not stated on its pages
G2 and Gartner Peer Insights
G2 and Gartner Peer Insights	G2: Not stated on its pages Gartner Peer Insights: Not stated on its pages	G2: Not stated on its pages Gartner Peer Insights: Not stated on its pages	G2: Not stated on its pages Gartner Peer Insights: Not stated on its pages	G2: Not stated on its pages Gartner Peer Insights: Not stated on its pages
Who it fits
Who it fits	Not written yet	Not written yet	Not written yet	Not written yet
Last verified
Last verified	October 23, 2026	October 23, 2026	October 23, 2026	October 23, 2026

About AccuKnox

AccuKnox is a spin-off from SRI International and closed a seed funding round in late 2020.^[1]

AccuKnox on the record

About Modelyo

Modelyo provides a confidential computing cloud platform that encrypts and isolates Kubernetes, databases, storage, networking and AI workloads so that infrastructure operators and Modelyo itself cannot access them. The platform uses hardware-rooted isolation, customer-controlled keys and continuous attestation to verify workload integrity across hyperscalers, neoclouds, sovereign clouds and on-prem environments.^[1][2]

Modelyo on the record

About Oligo

Oligo provides a runtime security platform that monitors applications, cloud workloads and AI systems to detect malicious behavior and prioritize vulnerabilities based on what is actually executing in production. The company has raised a total of $140 million in funding, including a $60 million round announced in 2026, from investors such as Ballistic Ventures and Lightspeed Venture Partners.^[1][2]

Oligo on the record

About Raven.io

Raven.io sells a set of runtime application security products, including tools for preventing malicious code execution, detecting and responding to application attacks, analyzing software composition risk, gating risky releases before production, and monitoring AI agents running in an environment.^[1]

Raven.io on the record

Sources

AccuKnox full record

[1]Accuknox dramatically enhancing cloud based cybersecurity for large enterprises and open source applicationsSRI International · sri.com · published January 27, 2022 · Tier A

Modelyo full record

[1]modelyo.comModelyo · modelyo.com · undated page, accessed October 23, 2026 · Tier A
[2]PrivacyModelyo · modelyo.com · published September 24, 2026 · Tier A

Oligo full record

[1]oligo.securityOligo Security · oligo.security · undated page, accessed October 23, 2026 · Tier A
[2]OLIGO Security Crosses $140M in Total Funding with $60M Round to Stop AI Driven AttacksBusiness Wire · businesswire.com · published August 4, 2026 · Tier A

Raven.io full record

[1]raven.ioRaven.io · raven.io · undated page, accessed October 23, 2026 · Tier A

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