AgentSea vs RedVeil
Side-by-side comparison to help you choose the right product.

AgentSea
Okara.ai unites diverse AI models for seamless, collaborative team conversations.
Last updated: March 1, 2026
RedVeil
RedVeil is your AI partner for fast, collaborative penetration testing that uncovers real risks.
Last updated: February 28, 2026
Visual Comparison
AgentSea

RedVeil

Feature Comparison
AgentSea
Unified AI Model Interface
AgentSea provides a single, streamlined chat interface that grants your team access to a vast selection of AI models. This eliminates the need to juggle multiple subscriptions and logins across different platforms, creating a centralized hub for all AI-powered work. Teams can effortlessly switch between standard and open-source models to find the perfect tool for each specific task, fostering a more integrated and efficient collaborative workflow.
Persistent Conversation Memory
One of the platform's standout features is its ability to maintain context and memory across conversations. Unlike many standalone AI chats that reset with each query, AgentSea ensures that discussions with AI agents retain their history. This is crucial for team projects, as it allows for continuous, in-depth collaboration on complex topics without the need to constantly re-explain the context, saving significant time and preserving the flow of ideas.
Private and Secure Workspace
Security and privacy are foundational to the AgentSea experience. The platform is designed to keep your team's conversations and data confidential. By providing a private environment for interacting with AI models, it ensures that sensitive project details, proprietary research, and internal discussions remain secure, giving teams the confidence to explore and innovate without compromising their intellectual property or data integrity.
Extensive AI Agent & Tool Library
Beyond just language models, AgentSea supports a rich ecosystem of hundreds of specialized AI agents and tools. This means your team can collaborate with agents designed for coding, creative design, data analysis, research summarization, and much more. This extensive library allows different team members to leverage specialized expertise, promoting synergy by bringing diverse AI-powered skills directly into your collaborative projects.
RedVeil
Intelligent AI Attack Agents
RedVeil deploys advanced AI agents trained to think and act like human attackers. These agents don't just run simple scans; they reason through complex, multi-step attack chains to uncover deep-seated vulnerabilities and exploitable risks that traditional tools might miss. This provides your team with the depth of a manual assessment, revealing the true potential impact of security flaws within your environment.
On-Demand Testing & One-Click Retesting
Eliminate the lengthy scheduling and scoping calls associated with traditional pentests. With RedVeil, your team can initiate a full-scale penetration test whenever needed—post-deployment, before a major release, or as part of a regular security cadence. The one-click retesting feature allows for immediate validation of fixes, creating a fast, collaborative feedback loop between developers and security.
Compliance-Ready Reporting
Generate professional, detailed reports tailored for various stakeholders with a single click. These reports are structured to meet the rigorous evidence requirements of major compliance frameworks like SOC 2, ISO 27001, and PCI-DSS. This streamlines audit preparation, saving your team countless hours and ensuring you can confidently present findings to auditors, executives, and engineering teams alike.
Guided Remediation with Rune
RedVeil includes Rune, an integrated security expert that provides clarity and support throughout the testing process. Rune assists with initial scope setup, breaks down complex findings into plain language, and offers step-by-step remediation guidance. This feature ensures your entire team, from engineers to managers, can understand and act on security insights effectively, fostering a unified approach to risk mitigation.
Use Cases
AgentSea
Cross-Functional Project Brainstorming
Teams can use AgentSea as a dynamic brainstorming partner, engaging different AI models for various perspectives. Marketing, design, and engineering team members can collaboratively query creative, analytical, and technical AI agents within the same thread, synthesizing diverse insights to rapidly prototype ideas, develop project plans, and solve interdisciplinary challenges in a unified workspace.
Collaborative Research and Analysis
Research teams can leverage AgentSea to process and analyze large volumes of information efficiently. By utilizing AI agents specialized in summarization, data extraction, and citation finding, team members can share a persistent conversation to collectively digest papers, compile literature reviews, and generate reports, ensuring all members are aligned and building upon the same foundational knowledge.
Unified Customer Support Operations
Customer service teams can consolidate their AI tools within AgentSea to provide faster, more consistent support. Agents can use the platform to access AI models for drafting responses, analyzing customer sentiment, and retrieving product information from a knowledge base, all within a single interface. This synergy reduces resolution time and ensures a seamless handoff between support agents.
Educational Team and Study Groups
In educational settings, study groups and project teams can use AgentSea to enhance learning. Students can collaborate with tutoring agents, debate topics with debate-simulating AIs, and use coding assistants for group programming assignments, all while maintaining a shared conversation history that tracks their collective learning journey and project development.
RedVeil
Continuous Security for DevOps Teams
For teams practicing CI/CD, RedVeil integrates security into the development pipeline. You can run targeted tests after each significant deployment or on a scheduled basis, ensuring new code doesn't introduce critical vulnerabilities. This allows developers and security professionals to work in synergy, catching and fixing issues in real-time as part of their natural workflow.
Streamlining Compliance Audits
Preparing for annual or quarterly compliance audits (like SOC 2 or PCI-DSS) is streamlined with RedVeil. Security teams can run on-demand tests to generate the required evidence of security assessments, producing auditor-ready reports that demonstrate due diligence and a proactive security posture without the traditional cost and delay.
Proactive Risk Assessment for New Features
Before launching a new application, microservice, or major feature update, engineering teams can collaboratively initiate a RedVeil test to identify security weaknesses. This proactive use case helps prevent costly post-launch breaches and patches, allowing product and security teams to align on safety from the earliest stages.
Third-Party and Supply Chain Security
Organizations can use RedVeil to assess the security posture of acquired assets, new vendor integrations, or external-facing portals. By quickly scoping and testing these environments, teams gain immediate visibility into potential risks introduced through third-party connections, enabling more informed and secure partnership decisions.
Overview
About AgentSea
AgentSea, now evolving into Okara.ai, is a revolutionary collaborative platform designed to unify team interactions with the vast landscape of artificial intelligence. It provides a private, faster, and safer chat interface where individuals and teams can seamlessly engage with a diverse array of the latest AI models and agents. The core value proposition lies in its ability to consolidate multiple AI tools and conversations into a single, coherent workspace, eliminating the friction of switching between different applications and losing valuable context. By supporting hundreds of AI agents, including both leading proprietary and innovative open-source models, AgentSea empowers teams across fields like education, research, software development, and customer service to leverage specialized intelligence on-demand. This synergy between human collaboration and AI capability is offered at an accessible price point, making advanced AI collaboration a practical reality for professionals seeking to enhance their collective productivity and innovation securely and efficiently.
About RedVeil
RedVeil is a pioneering AI-powered penetration testing platform designed to seamlessly integrate with the rapid pace of modern software development. It addresses the critical gap left by traditional, slow, and expensive manual pentesting by offering the strategic reasoning of a human security expert at the speed and scalability of automated software. Built for engineering and security teams that deploy code daily, RedVeil empowers you to spin up a comprehensive, autonomous security assessment in minutes and receive a detailed, actionable, and audit-ready report within hours, not weeks. This new standard allows teams to shift security left, test continuously, and remediate vulnerabilities at their own development speed. By operationalizing penetration testing, RedVeil fosters a collaborative security posture where continuous protection becomes a natural, integrated part of the development lifecycle, enabling teams to ship software confidently and securely.
Frequently Asked Questions
AgentSea FAQ
What is the relationship between AgentSea and Okara.ai?
AgentSea has been rebranded and is now known as Okara.ai. The platform is the same innovative service, offering a unified chat interface for collaborating with multiple AI models. The transition to Okara.ai represents the continued evolution of the product with the same core mission of enabling private, efficient, and powerful team-based AI interactions.
How does AgentSea handle privacy and data security?
AgentSea is built with a strong emphasis on privacy, providing a secure environment for your team's conversations. The platform is designed to keep your interactions with AI models confidential. This ensures that sensitive business information, project details, and internal discussions are protected, allowing for open and secure collaboration without data leakage concerns.
Can I use both standard and open-source AI models on AgentSea?
Absolutely. A key feature of AgentSea is its support for a diverse array of AI models. Your team can access and interact with both leading proprietary models (like GPT-4, Claude, etc.) and a wide selection of powerful open-source alternatives from a single interface, allowing you to choose the best tool for each specific task or budget requirement.
How does the credit system work for pricing?
AgentSea operates on a straightforward credit-based system. For a monthly subscription, teams receive a set number of credits (e.g., 500 credits for $15) which are used to power interactions with the various AI models and agents on the platform. This model provides predictable costs and allows teams to manage their AI usage efficiently across all members and projects.
RedVeil FAQ
Does RedVeil perform a real penetration test?
Yes, RedVeil performs authentic penetration testing. It moves beyond basic vulnerability scanning by deploying AI agents that autonomously reason, exploit, and chain vulnerabilities together to simulate the multi-step attack paths a human hacker would use. This results in findings that are verified, exploitable, and come with clear evidence and context.
How many penetration tests can I do with my annual subscription?
Your testing capacity is based on an "Agent Ops" effort model. For example, the Perimeter plan includes 500 Agent Ops annually, and the Full Coverage plan includes 2,500. This model allows for flexible, on-demand testing throughout the year. You can run multiple smaller tests or fewer in-depth assessments, aligning security efforts directly with your team's development and release cycles.
Can I use RedVeil's reports to meet my compliance requirements?
Absolutely. RedVeil's reports are specifically engineered to be audit-ready for major compliance frameworks including SOC 2, ISO 27001, and PCI-DSS. They provide the detailed evidence, executive summaries, and technical findings that auditors require, helping your team efficiently demonstrate a consistent and proactive security assessment process.
What types of testing do you offer? Is authenticated testing supported?
RedVeil currently offers comprehensive external web and network penetration testing. Authenticated testing, which allows the AI agents to assess an application while logged in as a user, is a supported and critical method for finding vulnerabilities that are only visible post-authentication, providing a much deeper security analysis.
Alternatives
AgentSea Alternatives
AgentSea, now operating as Okara.ai, is a collaborative AI assistant platform designed for teams. It enables seamless, context-rich conversations across a diverse array of AI models within a single, secure interface, fostering synergy and collective problem-solving. Users often explore alternatives to find a solution that aligns perfectly with their team's unique workflow, budget, or specific feature requirements. Needs can vary, from requiring a different pricing structure or integration capabilities to seeking specialized AI models or enhanced administrative controls for larger organizations. When evaluating other platforms, consider the core principles of effective team collaboration: robust security to protect sensitive discussions, the ability to maintain conversation context across different tools, and a model ecosystem that empowers every team member. The goal is to find a solution that amplifies your team's collective intelligence seamlessly.
RedVeil Alternatives
RedVeil is an AI-powered penetration testing platform that automates security assessments, delivering audit-ready reports in hours instead of weeks. It belongs to the emerging category of agentic AI security tools designed for modern, fast-moving engineering teams. Users often explore alternatives for various reasons, such as budget constraints, specific feature requirements, or the need to integrate with a particular tech stack. Some may seek different pricing models, more specialized testing capabilities, or a different balance between automation and human-led services. When evaluating options, consider the core value: the depth and accuracy of findings, the speed of delivery, and the flexibility to test on your schedule. The ideal solution should align with your team's deployment velocity and compliance needs, providing actionable insights without creating bottlenecks in your development lifecycle.