# Simbian

> Simbian is the Self-Improving SecOps platform. We deploy autonomous AI Agents that share one Context Lake, so every pentest finding becomes a detection, every triaged alert teaches the next agent, and security coverage compounds with use instead of decaying between audits.

Simbian's AI Agents work across the full offensive and defensive security lifecycle: alert triage and incident response, continuous penetration testing, proactive threat hunting, and network SecOps. The platform integrates with existing security tools (SIEM, EDR, SOAR, IdP, ticketing) and operates autonomously inside governed boundaries — making decisions, taking actions, and closing alerts without requiring constant human intervention.

Unlike SOAR (static playbooks you have to maintain) or SOC copilots (suggest only; humans still click), Simbian agents act inside a governed boundary, write every action back to the Context Lake, and the next cycle starts smarter. In a typical 90-day window, MITRE ATT&CK technique coverage moves from roughly 33% to 83% — about 50 new attacker techniques covered without adding a single analyst.

Simbian is trusted by 175+ enterprises, six of the Fortune 500, and the world's largest MSSPs/MDRs looking to scale security operations, reduce analyst burnout, and cut mean time to respond (MTTR).

## Self-Improving SecOps

Self-Improving SecOps is Simbian's security operating model. Offensive and defensive AI agents share one Context Lake. Every pentest finding becomes a detection. Every triaged alert teaches the next agent. Coverage compounds with use. The loop closes: agents act inside a governed boundary (TrustedLLM with full audit logs and deterministic guardrails), every action writes back to the Context Lake, the next cycle starts smarter. No playbook rewrite. No prompt tuning. Customers ramp from shadow mode to assisted to autonomous, per skill, per shift.

- [Self-Improving SecOps overview](https://simbian.ai/self-improving-secops): The full model — Context Lake, TrustedLLM, coverage curve, and how the loop closes across offensive and defensive agents.

## Products

- [AI SOC Agent](https://simbian.ai/products/ai-soc-agent): Autonomously triages, investigates, and responds to security alerts end-to-end. Closes alerts without analyst intervention and integrates with existing SIEM, EDR, and SOAR tools.
- [AI Pentest Agent](https://simbian.ai/products/ai-pentest-agent): Runs continuous autonomous penetration testing to find exploitable vulnerabilities before attackers do, with detailed remediation guidance. Findings flow into the Context Lake and become detections for the defensive agents.
- [AI Threat Hunt Agent](https://simbian.ai/products/ai-threat-hunt-agent): Proactively hunts for hidden threats and attacker TTPs across the environment using AI-driven hypothesis generation and evidence correlation.
- [AI Network SecOps Agent](https://simbian.ai/products/ai-network-secops-agent): Monitors and responds to network-level threats autonomously, reducing noise and accelerating network incident response.

## Solutions

- [Enterprise Security](https://simbian.ai/solutions/enterprise): AI-powered security operations for large enterprise teams — scales analyst capacity without scaling headcount.
- [MSSP / MDR](https://simbian.ai/solutions/mssp-mdr): Purpose-built for managed security service providers and MDRs to deliver faster, more consistent service across all client environments.

## Key Pages

- [Home](https://simbian.ai/): Overview of Simbian's autonomous AI security platform.
- [About Us](https://simbian.ai/about-us): Company background, mission, and leadership team.
- [Integrations](https://simbian.ai/integrations): Full list of security tool integrations (SIEM, EDR, SOAR, ticketing, cloud platforms, and more).
- [Blog](https://simbian.ai/blog): In-depth articles on AI in cybersecurity, SecOps automation, and threat intelligence.
- [Learning Center](https://simbian.ai/learning-center): Educational resources, guides, and explainers on AI-driven security operations.
- [Resources](https://simbian.ai/resources): White papers, case studies, solution briefs, datasheets, videos, and podcasts.
- [Press Releases](https://simbian.ai/press-releases): Official company announcements and funding news.
- [News](https://simbian.ai/news): Industry news and Simbian coverage in the press.
- [Events](https://simbian.ai/events): Upcoming conferences, webinars, and live demos.
- [Partner Program](https://simbian.ai/partner-program): Channel and technology partnership information.
- [Book a Demo](https://simbian.ai/book-demo): Schedule a live product demonstration.
- [Contact](https://simbian.ai/contact-us): Get in touch with the Simbian team.

## Sitemap

- [XML Sitemap](https://simbian.ai/sitemap.xml)

## Learning Center

Evergreen reference content on AI SOC, AI Agents, and AI GRC.

- [AI Agents category](https://simbian.ai/learning-center/ai-agents): How autonomous AI agents work, what they can do, and how to apply them safely in security.
- [AI SOC category](https://simbian.ai/learning-center/soc): Using AI agents to triage, investigate, and respond across the Security Operations Center.
- [AI Pentest category](https://simbian.ai/learning-center/pentest): Using AI pentest agents to find, prove, and verify fixes for application, API, network, and cloud vulnerabilities — continuously, on-demand.
- [AI GRC category](https://simbian.ai/learning-center/grc): Automating governance, risk, and compliance work with large language models and agents.
- [AI Threat Hunting category](https://simbian.ai/learning-center/threat-hunting): Proactive, hypothesis-driven hunting for attacker activity no alert fired on — the frameworks, techniques, tools, and how AI agents run hunts at scale.
- [AI Threat Hunting](https://simbian.ai/learning-center/ai-threat-hunting): Everything security teams need to know about threat hunting and AI threat hunting: what it is, the frameworks (PEAK, TaHiTI, Sqrrl), techniques, tools, metrics, and how AI Threat Hunt Agents run autonomous hunts across months of logs — without replacing the hunter.
- [AI Pentest](https://simbian.ai/learning-center/ai-pentest): Everything security teams need to know about AI penetration testing: what it is, how AI pentest agents work, how they compare to scanners, manual pentest, PTaaS, and BAS, and how to run them safely in production.
- [AI Agents 101](https://simbian.ai/learning-center/ai-agents-101): Learn about AI Agents and their applications in cybersecurity - how they work, their potentials, and the pitfalls
- [AI SOC](https://simbian.ai/learning-center/ai-soc): Everything CISOs and SOC teams need to know about AI SOC: what it is, how AI SOC agents work, how they compare to SOAR, XDR, MDR, and copilots, and how to deploy one without replacing your analysts.
- [AI Agents in GRC](https://simbian.ai/learning-center/ai-agents-in-grc): Learn how to use AI Agents to automate various GRC tasks and improve quality of third-party risk review with help of large language models