AgentSea vs RedVeil

Unified Multi-Model Workspace

This core feature dismantles the barrier of single-model interfaces by providing a single, persistent chat environment where you can seamlessly access and interact with a diverse array of the latest AI models. This includes leading proprietary models and powerful open-source alternatives, allowing for instant comparison and leveraging the unique strengths of each model for different tasks without ever losing your conversational thread or project context.

Library of Specialized AI Agents

Move beyond general-purpose chatbots to a curated collection of hundreds of purpose-built AI agents. Each agent is fine-tuned for specific tasks, such as code review, academic research, creative writing, or data analysis. This allows professionals to engage expert-level AI assistance tailored to their immediate need, dramatically increasing output quality and efficiency by applying the right specialized tool directly within their ongoing workflow.

Persistent Conversation Threads

AgentSea addresses the critical pain point of context loss by maintaining continuous, unbroken conversation threads across all your interactions, regardless of which model or agent you employ. This continuity is essential for complex, multi-stage projects, enabling true iterative development, deep dives into subject matter, and the ability to refine ideas over time without starting from scratch each session.

Privacy-First & Secure Environment

Built on the principle that advanced AI use must not compromise security, AgentSea is engineered as a private and secure platform. It provides a trusted space for handling sensitive data, proprietary business information, and confidential research. This commitment ensures that your intellectual and creative evolution is protected, allowing you to explore and integrate AI with confidence.

Autonomous AI Attack Agents

RedVeil deploys intelligent AI agents trained to reason through complex, multi-step attack chains just like a human adversary. These agents don't just run simple scans; they identify, exploit, and validate real security vulnerabilities, uncovering interconnected attack paths that reveal the true impact of a flaw. This provides depth and context far beyond automated vulnerability scanners, delivering findings with clear evidence and reproduction steps.

On-Demand Testing & One-Click Retesting

Eliminate the lengthy scheduling and scoping calls of traditional pentests. With RedVeil, you can start a comprehensive test whenever you need it—post-deployment, before a release, or for a compliance audit—in just minutes. The platform's one-click retesting capability allows you to validate fixes immediately at your own pace, turning security into a continuous, integrated process rather than an annual event.

Compliance-Ready Reporting Engine

Generate professional, detailed reports tailored for every stakeholder with a single click. RedVeil's reports are structured to meet the stringent requirements of major frameworks like SOC 2, ISO 27001, and PCI-DSS. They provide executive summaries, technical details for engineers, and clear remediation guidance, ensuring your team is always prepared for an audit without last-minute scrambling.

Guided Remediation & Expert Support (Rune)

Beyond identifying issues, RedVeil helps you fix them. The platform includes Rune, an expert support system that provides clarity on findings, breaks down complex attack paths in plain language, and offers guided remediation advice. Rune can also assist with initial scope setup and post-test audit preparation, acting as a continuous security partner.

Comparative Research & Analysis

Researchers and analysts can pose the same complex query to multiple AI models and specialized agents simultaneously within a single workspace. This allows for direct comparison of reasoning, sourcing, and output quality, facilitating rigorous validation of information, uncovering diverse perspectives, and synthesizing the most robust conclusions for reports or strategic decision-making.

Iterative Content Creation & Refinement

Content creators, marketers, and writers can use AgentSea to develop ideas from a rough outline to a polished final piece in one continuous thread. They can start with a brainstorming agent, shift to a drafting model for expansion, use a specialist for SEO optimization, and finally engage a tone-refining agent, all while maintaining a coherent narrative flow and style guide throughout the entire creative process.

Agile Software Development & Debugging

Developers can accelerate their workflow by using specialized coding agents for generating boilerplate code, explaining complex functions, or reviewing their work for bugs and security flaws. They can then instantly query a different model for alternative architectural solutions or to clarify documentation, creating a dynamic, interactive development environment that fosters learning and efficient problem-solving.

Cross-Functional Business Project Management

Business teams managing complex projects can use AgentSea as a central AI hub. A project lead can use a data analysis agent to interpret metrics, a strategy agent to brainstorm action plans, and a communications agent to draft stakeholder updates, all within the same project thread. This ensures consistency, preserves all contextual decisions, and streamlines collaboration.

Continuous Security for DevOps/DevSecOps

Integrate penetration testing directly into your CI/CD pipeline. Development teams can launch a targeted RedVeil test after major deployments or weekly sprints to catch new vulnerabilities introduced by code changes. This shifts security left and right, enabling fast remediation and fostering a culture of continuous security improvement alongside continuous delivery.

Proactive Compliance and Audit Readiness

Prepare for annual SOC 2, ISO 27001, or PCI-DSS audits without the panic and premium of a last-minute consultant. Security and compliance teams can run RedVeil tests quarterly, monthly, or even before each audit window to identify and remediate gaps proactively, ensuring they always have a current, professional report ready for auditors.

Third-Party and Vendor Risk Assessment

Evaluate the security posture of external applications, APIs, or partner networks before integration. RedVeil provides an objective, thorough assessment that goes beyond a simple questionnaire, giving your team concrete data on potential risks in your supply chain or software dependencies.

Security Posture Validation for Growing Companies

For startups and scale-ups experiencing rapid growth, security often lags behind product development. RedVeil offers an affordable, scalable way to establish a mature security testing program. It allows small teams to access enterprise-grade penetration testing on demand, helping them build customer trust and secure funding by demonstrating robust security practices.

AgentSea, now evolving as Okara.ai, represents the next stage in the professional AI journey. It was born from the recognition that early AI adoption often leads to a fragmented workflow, with users trapped in a cycle of switching between different model interfaces, losing context, and struggling to compare results. This platform is the solution for those ready to progress beyond basic chatbots and isolated tools. It is designed for researchers validating hypotheses, developers building AI-powered features, content creators refining their voice, and business analysts deriving actionable insights. AgentSea provides a unified, persistent workspace that consolidates access to the latest standard and open-source AI models, hundreds of specialized, purpose-built AI agents, and practical AI tools into a single, coherent conversation. This architecture eliminates disruptive tab-switching and context loss, enabling true iterative analysis, side-by-side comparison, and intellectual evolution. With a foundational commitment to privacy and security, it offers a trusted environment for handling sensitive projects. By operating on a simple, credit-based subscription model, AgentSea democratizes advanced, multi-model AI capabilities, empowering users to transition from casual experimentation to structured, professional-grade AI integration and mastery.

RedVeil represents the next evolutionary stage in cybersecurity, moving beyond the slow, manual, and expensive penetration testing models of the past. It is an AI-powered penetration testing platform designed for modern engineering teams who deploy code daily and cannot afford to wait weeks for a consultant's point-in-time snapshot. RedVeil operationalizes penetration testing by combining the deep, contextual reasoning of a human hacker with the speed, scalability, and consistency of autonomous software. Security teams can spin up a full, comprehensive test in minutes and receive a detailed, actionable, and audit-ready report within hours, not weeks. This platform is built for startups, growing businesses, and enterprise teams that need to integrate continuous security validation into their DevOps lifecycle, ensuring their defenses evolve as rapidly as their codebase. RedVeil's core value proposition is delivering proven, high-quality security assessments at a fraction of the traditional cost and time, enabling proactive risk management and seamless compliance.

What is the relationship between AgentSea and Okara.ai?

AgentSea has evolved and is now Okara.ai. This rebranding reflects the platform's growth and expanded vision. The core mission of providing a unified, private, and powerful AI workspace remains unchanged, but the transition to Okara.ai signifies a new chapter with continued enhancements to features, model access, and user experience.

How does the credit-based subscription work?

The platform operates on a flexible credit-based system. Users purchase credits, which are then consumed based on usage across different models and agents, as each may have a different computational cost. This model democratizes access by allowing you to pay only for what you use, enabling you to mix high-cost, powerful models with more efficient open-source options as needed for your tasks and budget.

Is my data and conversation history private?

Yes, privacy and security are foundational principles. Your conversations and data within the Okara.ai (formerly AgentSea) platform are designed to be secure and private. The platform is built to be a trusted environment for sensitive work, ensuring that your intellectual property and project details remain confidential and are not used for model training without your consent.

Can I use AgentSea/Okara.ai for commercial purposes?

Absolutely. The platform is specifically built for professional use, including commercial applications. It is ideal for businesses, researchers, developers, and creators who require a sophisticated, reliable, and secure AI workspace to integrate AI into their commercial products, services, research papers, and content creation workflows.

Does RedVeil perform a real penetration test?

Yes, RedVeil performs authentic penetration tests. It utilizes advanced AI agents that autonomously execute multi-step attack chains, exploit vulnerabilities, and pivot through networks to identify real, exploitable risks—mimicking the methodology and reasoning of a human ethical hacker. It goes far beyond basic vulnerability scanning to provide depth and context.

How many penetration tests can I do with my annual subscription?

Testing capacity is based on a transparent "Agent Ops" effort model. Your subscription tier (Perimeter, Full Coverage, Enterprise) includes an annual allocation of Agent Ops. You can use these ops to run multiple tests throughout the year, with the number of tests depending on the scope and complexity of each engagement. This provides flexibility to test as frequently as your environment changes.

Can I use RedVeil's reports for compliance audits (SOC 2, PCI-DSS, etc.)?

Absolutely. RedVeil's reports are specifically engineered to be audit-ready for major compliance frameworks including SOC 2, ISO 27001, and PCI-DSS. They include all necessary components such as executive summaries, detailed findings with evidence, risk ratings, and remediation recommendations required by auditors.

What if I have concerns about submitting my report to my auditor?

RedVeil is designed to provide high-assurance reports that stand up to auditor scrutiny. The platform documents its AI-driven methodology and provides clear evidence for each finding. For additional assurance, the enterprise plan includes dedicated support and SLAs, and teams can leverage Rune for expert guidance on presenting findings to auditors.

AgentSea, now evolving into Okara, is a sophisticated AI assistant platform designed for seamless, context-aware comparison of multiple AI models. It belongs to the category of advanced, unified AI workspaces that move beyond basic chatbots to serve professionals who need depth, security, and continuity in their AI interactions. Users often explore alternatives for various reasons, such as specific budget constraints, a need for different feature sets, or platform compatibility requirements. Some may seek simpler, single-model interfaces, while others might prioritize different collaboration tools or integration capabilities within their existing tech stack. When evaluating alternatives, consider your core needs: the importance of a unified interface versus specialized single-model tools, the necessity of persistent memory across conversations, and the level of privacy and security required for your work. The right choice aligns with your current stage of growth, whether you're beginning with foundational AI use or advancing toward complex, iterative project work that demands robust comparison and continuity.

RedVeil is an AI-driven 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-paced engineering teams. Users often explore alternatives for various reasons, such as budget constraints, specific feature requirements like integration capabilities, or a preference for different testing methodologies. Some may seek a hybrid human-AI approach or have compliance needs that require a particular vendor structure. When evaluating options, consider the core value: the ability to find real vulnerabilities efficiently. Key factors include testing depth and accuracy, reporting quality for audits, pricing transparency, and how well the tool fits into continuous deployment cycles. The goal is to find a solution that provides actionable security insights at the speed of your development.