Orca AI

Build Trust and Scale with the Brain Behind Agentic Operations

Orca AI is the reasoning layer of the Orca Cloud Security Platform. It investigates alerts. It prioritizes what’s dangerous. It recommends fixes. And its reasoning is shown at every step. Your team handles more risk without growing headcount, and you get a defensible answer when leadership asks how cloud risk is being managed.

A screenshot of the available AI agents within the Orca Platform

The Challenge

Headcount Doesn’t Scale

Every day brings more alerts than the team can work. Each one has to be investigated, validated, prioritized, and fixed. But your headcount hasn’t grown with your cloud, and the people who can do this work are scarce. So the team triages instead of resolving, and the backlog turns into burnout, turnover, and risk no one had time to address.

Investigations don’t scale with headcount. Each alert requires manual correlation across fragmented tools, and the people who can do that work are the hardest to hire and retain.

The skills gap is a risk you carry. As cloud environments grow more complex, fewer people on the team can run an investigation end to end — concentrating risk on a handful of senior staff.

Burnout has a cost you can measure. Understaffed teams buried in triage lose people, and every departure resets institutional knowledge and lengthens response times.

The AI query tool has probably been my most used feature so far. It allows me to easily understand what’s deployed across environments and understand risks using natural language. I didn’t have to learn a special language or syntax.”

Lorenzo Pedroncelli
Principal, Converged Security at RSA

Our Approach

Orca scores every risk against the full picture: what the asset is worth, whether it’s reachable, what it’s connected to. That’s how a critical-on-paper finding gets ranked behind the one that’s genuinely exploitable.

Know your true cloud exposure and prove to the board your risk is under control.

Govern every AI system in your cloud before it becomes a liability on your watch.

Catch risky code before it reaches production.

Harden every cloud workload without slowing your pipelines down.

Catch cloud and AI attacks as they unfold and contain the blast radius.

Initiate Workflows Faster with AI Agents

Orca’s AI agents do the heavy lifting, with transparent reasoning to build trust.

  • Code Security Agent: This agent delivers AI SAST for Mythos-class frontier models to discover real code flaws based on reasoning about intent and data flow.
  • AppSec Triage Agent: This agent deprioritizes false positives surfaced by code scanning and provides the option to automatically dismiss alerts going forward. Fewer false positives, less friction, more harmony in your ecosystem.
  • Threat Investigation Agent: This agent conducts the full investigation lifecycle to decide if an alert is malicious, explains its reasoning, and recommends action automatically. AI does the hunting, your team implements the action (for now).

Remediate AppSec Issues Faster With AI Code Fixes

Orca AI generates code fixes with the option to open a PR, enabling your team to recommend fixes directly in developer workflows.

  • Copy and paste remediation code into a command line interface or Infrastructure as Code (IaC) provisioning tools, or follow steps in the console.
  • Ask follow-up questions to fine-tune remediation steps if needed.
  • Data privacy is ensured by anonymizing requests and masking any sensitive data.

Skip the Query Syntax. Find What You’re Looking For.

Get answers to questions like “Do I have any log4j vulnerabilities that are public facing?” or “Do I have any unencrypted databases with sensitive data exposed to the Internet?” Significantly reduces time-to-discovery, bridging gaps in expertise to reduce risk and improve compliance.

Chat With Orca AI to Gain Context-Aware Insights

Orca AI understands your full cloud context, so any question gets you a precise, actionable answer in seconds.

Frequently Asked Questions

Orca Security’s agentless-first approach to cloud security makes it fast and easy to address the critical security and compliance issues in enterprise cloud estates while eliminating the cost, organizational friction, and performance hits associated with legacy solutions. Orca’s customers realize immediate benefits upon deploying the Orca Security Platform, including:

  • 100% visibility across the cloud estate: With Orca, there are no agents or network scanners to install. All cloud assets are covered within minutes of deployment, including idle, paused, and stopped workloads, orphaned systems, and devices that aren’t supported by agents. Traditional agent-based solutions can’t do this.
  • A single protection platform built for the cloud: Orca delivers the core capabilities of Cloud Security Posture Management (CSPM) solutions, Cloud Workload Protection Platforms (CWPP), Cloud Infrastructure Entitlement Management (CIEM) solutions, Vulnerability Management, Data Security Posture Management (DSPM), API Security, and AI Security – all in a single, unified platform.
  • Risk prioritization: Orca’s context-aware engine prioritizes security alerts based on their severity as well as the exposure of the affected asset and the business impact of a potential breach.
  • Visibility into attack paths missed by other solutions: Orca’s context-aware intelligence recognizes when unrelated issues can be combined to create dangerous attack paths.
  • Continuous protection that scales: Orca automatically detects and monitors new cloud assets as you add them, without requiring additional installation or manual updates.

Most organizations deploy five or more siloed security tools, many of them agent-based. This leads to alert fatigue, with a constant stream of (possibly duplicate) alerts that lack context and provide little insight into how and where to respond to the most critical threats. Agent-based security solutions are tedious to deploy and maintain, and only offer partial coverage. New agent installations are continually needed as the cloud environment grows, making it virtually impossible for security teams to keep up with DevOps.

As opposed to other solutions, the agentless-first Orca Platform deploys across your cloud estate in minutes, automatically discovers new assets as your environment expands, and has zero impact on your workloads. And Orca’s context-aware engine separates the 1% of alerts that demand quick action from the 99% that don’t, enabling security teams to avoid alert fatigue and fix the truly critical security issues before attackers can exploit them.

Unlike solutions that simply report on the severity of each siloed security issue, Orca’s multi-dimensional approach prioritizes risks based on a consolidated assessment against multiple factors:

  • Severity: What type of threat is it? What is the CVSS and EPSS score?
  • Exploitability: How easy is it for someone to exploit this risk?
  • Accessibility: Is the asset public facing? Is there a lateral movement risk?
  • Business impact: Is the asset business-critical? Does it contain PII or is it adjacent to assets that do?

Orca Cloud Security Platform secures your AI models from end-to-end—from training and fine-tuning, to production deployment and inference. 

  • AI and ML Inventory and BOM: Get a complete view of all AI models that are deployed in your environment – both managed and unmanaged. 
  • Full AI-SPM Coverage: Ensure that AI models are configured securely, including network security, data protection, access controls, and IAM.
  • Sensitive data detection: Be alerted if any AI models or training data contain sensitive information so you can take appropriate action.
  • Third-party access detection: Detect when keys and tokens to AI services— such as OpenAI, Hugging Face—are unsafely exposed in code repositories.

The benefits include: 

  • Improved risk detection: By recognizing when seemingly unrelated, low priority issues can be combined to create dangerous attack paths, organizations can avoid missing critical risks.
  • Reduce alert fatigue: By reducing hundreds of alerts to a handful of prioritized attack paths, security teams will feel much less overwhelmed and will not become desensitized.
  • Focus on crown jewels: By using the company’s crown jewels as the focus point, security teams can prioritize threats that could lead to damaging breaches, rather than just treating all threats as if they are of equal importance.
  • Improved efficiency: Instead of wasting time sifting through low priority alerts, teams can focus on higher-value activities to further improve the organization’s cloud security posture.
  • Remediate more strategically: Instead of trying to fix all alerts in the attack path, teams can now start by fixing the ones that break the chain to quickly stem the most immediate danger.