![](data:image/svg+xml,<svg display="block" role="presentation" viewBox="0 0 12 12" xmlns="http://www.w3.org/2000/svg"><defs ><linearGradient id="fOrgJ9pJo-1114658454-linear-gradient" x1="1" x2="0" y1="0.4974874371859296" y2="0.5025125628140704"><stop offset="0" stop-color="rgb(255, 255, 255)"/><stop offset="1" stop-color="rgb(185, 138, 255)"/></linearGradient></defs><path d="M 5.507 0.292 C 5.72 -0.097 6.279 -0.097 6.492 0.292 L 7.558 2.239 L 9.687 1.616 C 10.113 1.492 10.508 1.887 10.384 2.313 L 9.76 4.442 L 11.708 5.508 C 12.097 5.721 12.097 6.279 11.708 6.492 L 9.76 7.558 L 10.384 9.689 C 10.508 10.114 10.113 10.51 9.687 10.386 L 7.557 9.761 L 6.492 11.708 C 6.279 12.097 5.72 12.097 5.507 11.708 L 4.442 9.761 L 2.311 10.386 C 1.886 10.51 1.491 10.114 1.615 9.689 L 2.239 7.557 L 0.292 6.492 C -0.097 6.279 -0.097 5.721 0.292 5.508 L 2.238 4.442 L 1.615 2.313 C 1.491 1.887 1.886 1.492 2.311 1.616 L 4.441 2.239 Z M 6.246 7.45 C 6.14 7.256 5.86 7.256 5.754 7.45 L 5.685 7.574 C 5.66 7.621 5.621 7.66 5.574 7.686 L 5.45 7.754 C 5.256 7.861 5.256 8.14 5.45 8.246 L 5.574 8.315 C 5.621 8.34 5.66 8.379 5.685 8.426 L 5.754 8.55 C 5.86 8.744 6.139 8.744 6.246 8.55 L 6.314 8.426 C 6.34 8.379 6.379 8.34 6.426 8.315 L 6.55 8.246 C 6.744 8.14 6.744 7.861 6.55 7.754 L 6.426 7.686 C 6.379 7.66 6.34 7.621 6.314 7.574 Z M 5.59 3.5 C 5.281 3.5 5.046 3.778 5.097 4.082 L 5.431 6.082 C 5.471 6.323 5.679 6.5 5.924 6.5 L 6.076 6.5 C 6.32 6.5 6.529 6.323 6.569 6.082 L 6.903 4.082 C 6.954 3.778 6.719 3.5 6.41 3.5 Z" fill="url(%23fOrgJ9pJo-1114658454-linear-gradient)" height="12.000038100000001px" id="fOrgJ9pJo" transform="translate(0 0)" width="11.999598075112768px"/></svg>)
![](data:image/svg+xml,<svg display="block" role="presentation" viewBox="0 0 550 251" xmlns="http://www.w3.org/2000/svg"><g d="M 275 0 C 123.122 0 0 112.377 0 251 L 550 251 C 550 112.377 426.878 0 275 0 Z" fill="transparent" height="251px" id="dJQfeWdKw" width="550px"><path d="M 275 0 C 123.122 0 0 112.377 0 251 L 550 251 C 550 112.377 426.878 0 275 0 Z" fill="rgb(142, 45, 255)" height="251px" id="hiop_AtSC" width="550px"/></g></svg>)
![](data:image/svg+xml,<svg display="block" role="presentation" viewBox="0 0 550 251" xmlns="http://www.w3.org/2000/svg"><g d="M 275 0 C 123.122 0 0 112.377 0 251 L 550 251 C 550 112.377 426.878 0 275 0 Z" fill="transparent" height="250.9999782649012px" id="WrGweI9E5" width="550px"><path d="M 275 0 C 123.122 0 0 112.377 0 251 L 550 251 C 550 112.377 426.878 0 275 0 Z" fill="rgb(142, 45, 255)" height="250.9999782649012px" id="ydfzMbSNH" width="550px"/></g></svg>)
![](data:image/svg+xml,<svg display="block" role="presentation" viewBox="0 0 624 251" xmlns="http://www.w3.org/2000/svg"><g d="M 312 0 C 139.687 0 0 112.377 0 251 L 624 251 C 624 112.377 484.313 0 312 0 Z" fill="transparent" height="251px" id="HgoSWLVCz" width="624px"><path d="M 312 0 C 139.687 0 0 112.377 0 251 L 624 251 C 624 112.377 484.313 0 312 0 Z" fill="rgb(255, 255, 255)" height="251px" id="YYeMjMncw" width="624px"/></g></svg>)
![](data:image/svg+xml,<svg display="block" role="presentation" viewBox="0 0 12 12" xmlns="http://www.w3.org/2000/svg"><defs ><linearGradient id="T0ffW2sej-4268478831-linear-gradient" x1="1" x2="0" y1="0.4974874371859296" y2="0.5025125628140704"><stop offset="0" stop-color="rgb(255, 255, 255)"/><stop offset="1" stop-color="rgb(185, 138, 255)"/></linearGradient></defs><path d="M 5.075 1.158 C 5.288 0.769 5.846 0.769 6.059 1.158 L 7.672 4.106 C 7.723 4.2 7.801 4.277 7.895 4.328 L 10.843 5.941 C 11.232 6.154 11.232 6.713 10.843 6.926 L 7.895 8.537 C 7.801 8.589 7.723 8.667 7.672 8.761 L 6.059 11.708 C 5.846 12.097 5.288 12.097 5.075 11.708 L 3.463 8.761 C 3.411 8.667 3.333 8.589 3.239 8.537 L 0.292 6.926 C -0.097 6.713 -0.097 6.154 0.292 5.941 L 3.239 4.328 C 3.333 4.277 3.411 4.2 3.463 4.106 Z M 10.374 0.146 C 10.48 -0.049 10.76 -0.049 10.866 0.146 L 11.176 0.712 C 11.201 0.759 11.241 0.799 11.288 0.824 L 11.854 1.134 C 12.048 1.24 12.048 1.519 11.854 1.626 L 11.288 1.936 C 11.241 1.961 11.201 2.001 11.176 2.048 L 10.866 2.614 C 10.76 2.809 10.48 2.809 10.374 2.614 L 10.064 2.048 C 10.039 2.001 9.999 1.961 9.952 1.936 L 9.386 1.626 C 9.191 1.52 9.191 1.24 9.386 1.134 L 9.952 0.824 C 9.999 0.799 10.039 0.759 10.064 0.712 Z" fill="url(%23T0ffW2sej-4268478831-linear-gradient)" height="12.000028678629624px" id="T0ffW2sej" transform="translate(0 0)" width="11.999960088412966px"/></svg>)
Blog
Blog
Essays on the future of
Security Operations
These essays examine the architectural, operational, and economic shifts reshaping modern security operations. Rather than optimizing legacy workflows, they explore why the SOC operating model itself is being rebuilt around governed, AI-native decision systems.
Blog
Blog
Essays on the Future of
Security Operations
Essays on the Future of
Security Operations
These essays examine the architectural, operational, and economic shifts reshaping modern security operations. Rather than optimizing legacy workflows, they explore why the SOC operating model itself is being rebuilt around governed, AI-native decision systems.
For a complete overview of this transition, start with our canonical guide:
For a complete overview of this transition, start with our canonical guide:
For a complete overview of this transition, start with our
canonical guide:
Autonomous Security: From Playbooks to Decision Systems
Autonomous Security: From Playbooks to Decision Systems
For a deeper technical exploration of how these ideas are implemented in practice — including architecture, decision flows, and governance — read our founder-authored whitepaper:
For a deeper technical exploration of how these ideas are implemented in practice — including architecture, decision flows, and governance — read our founder-authored whitepaper:
An AI-Native Architecture for Autonomous Security Operations
Architecture for Autonomous Security Operations
United States
7735 Old Georgetown Rd, Suite 510
Bethesda, MD 20814
+1 888 701 9252
United Kingdom
167-169 Great Portland Street,
5th Floor, London, W1W 5PF
© 2026 SIRP Labs Inc. All Rights Reserved.
United States
7735 Old Georgetown Rd, Suite 510
Bethesda, MD 20814
+1 888 701 9252
United Kingdom
167-169 Great Portland Street,
5th Floor, London, W1W 5PF
© 2026 SIRP Labs Inc. All Rights Reserved.
United States
7735 Old Georgetown Rd,
Suite 510, Bethesda, MD 20814
+1 888 701 9252
United Kingdom
167-169 Great Portland Street,
5th Floor, London, W1W 5PF
© 2026 SIRP Labs Inc. All Rights Reserved.