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<!DOCTYPE html><html lang="en"><head><meta charset="utf-8"><meta name="viewport" content="width=device-width, initial-scale=1"><meta name="rainkernel-build" content="569344873d6934d48f81f90fd3995b58e9cd0754"><title>Rainkernel: the production layer for AI agents</title><meta name="description" content="Rainkernel tests AI agents before they go live, governs what they cost to run, verifies the tools they load and keeps the records auditors ask for: the Agent Readiness Gate, the Agent Cost Governor, MCPSentry and the Compliance Evidence Pack, software installed in your own cloud, licensed at published prices, with the open-source Readiness Kit underneath."><link rel="canonical" href="https://rainkernel.com/"><link rel="icon" href="/brand/favicon.svg" type="image/svg+xml"><link rel="apple-touch-icon" href="/brand/apple-touch-icon.png"><link rel="manifest" href="/site.webmanifest"><link rel="sitemap" href="/sitemap-index.xml"><link rel="alternate" type="application/rss+xml" 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</script><meta http-equiv="content-security-policy" content="default-src 'self';img-src 'self' data:;font-src 'self';connect-src 'self' https://ntsv3bazil7mpv3s7ld3vlip3y0qeetn.lambda-url.ap-south-1.on.aws;base-uri 'self';form-action 'self' https://ntsv3bazil7mpv3s7ld3vlip3y0qeetn.lambda-url.ap-south-1.on.aws;object-src 'none';frame-src https://challenges.cloudflare.com; script-src 'self' https://challenges.cloudflare.com 'sha256-BF0290pkb3jxQsE7z00xR8Imp8X34FLC88L0lkMnrGw=' 'sha256-QzWFZi+FLIx23tnm9SBU4aEgx4x8DsuASP07mfqol/c=' 'sha256-0chmwFk0zaA528yFfGV7J9ppIpdfTPPULncDF3WG7Zs=' 'sha256-eIXWvAmxkr251LJZkjniEK5LcPF3NkapbJepohwYRIc=' 'sha256-Q2BPg90ZMplYY+FSdApNErhpWafg2hcRRbndmvxuL/Q='; style-src 'self' 'sha256-m4aqJfFycJ+RCJmjy/5c9RIoeZkHCiYcAqt92HiQkZE=' 'sha256-bDf9R2fSun/GY655XLMwIIatM6gQT3SfDBI4mZ2rOWE=' 'sha256-47DEQpj8HBSa+/TImW+5JCeuQeRkm5NMpJWZG3hSuFU=';"><link rel="stylesheet" href="/_astro/CtaBand.DkDx15ad.css"><link rel="stylesheet" href="/_astro/Evidence.5lkiLIPu.css"><link rel="stylesheet" href="/_astro/ProductCard.UvpAL4Ok.css"><link rel="stylesheet" href="/_astro/StatusBadge.Bm9q24b4.css"><link rel="stylesheet" href="/_astro/StandardsStrip.ZOEHMT81.css"><link rel="stylesheet" href="/_astro/index.DTunmSBO.css"><link rel="stylesheet" href="/_astro/Base.038I_RSO.css"></head><body><a class="skip-link" href="#main">Skip to content</a><div class="announce" data-announce="readiness-kit-v0-1-0-released" role="region" aria-label="Announcement" hidden data-astro-cid-2vfgeueo><div class="wrap row" data-astro-cid-2vfgeueo><p class="small" data-astro-cid-2vfgeueo><span class="mono tag" data-astro-cid-2vfgeueo>New</span><span class="full" data-astro-cid-2vfgeueo>Readiness Kit v0.1.0 is out: the open-source frame under the Agent Readiness Gate, on GitHub and PyPI since 22 October 2026.</span><span class="short" data-astro-cid-2vfgeueo>Readiness Kit v0.1.0 is out.</span><a href="/open-source#install" data-astro-cid-2vfgeueo>Install it →</a></p><button type="button" class="dismiss" aria-label="Dismiss announcement" data-announce-dismiss data-astro-cid-2vfgeueo><svg width="14" height="14" viewBox="0 0 24 24" aria-hidden="true" fill="none" stroke="currentColor" stroke-width="2.5" stroke-linecap="round" data-astro-cid-2vfgeueo><path d="M6 6l12 12M18 6 6 18" data-astro-cid-2vfgeueo></path></svg></button></div></div><script type="module" src="/_astro/AnnouncementBar.astro_astro_type_script_index_0_lang.DqCRW1s1.js"></script><header class="header" data-header data-astro-cid-nen7h5rs><div class="wrap bar" data-astro-cid-nen7h5rs><a class="brand" href="/" aria-label="Rainkernel home" data-astro-cid-nen7h5rs><svg viewBox="0 0 100 100" aria-hidden="true" focusable="false"><path d="M50 4C62 22 86 36 86 62L86 74Q86 92 68 92L32 92Q14 92 14 74L14 62C14 36 38 22 50 4Z" fill="#0b1f3b"></path><path d="M50 4C62 22 86 36 86 62L86 74Q86 92 68 92L32 92Q14 92 14 74L14 62C14 36 38 22 50 4Z" fill="#f2a93b" 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width="14" height="14" viewBox="0 0 24 24" aria-hidden="true" fill="none" stroke="currentColor" stroke-width="2.5" stroke-linecap="round" stroke-linejoin="round" data-astro-cid-nen7h5rs><path d="m6 9 6 6 6-6" data-astro-cid-nen7h5rs></path></svg></button></div><div class="panel" id="panel-products" data-astro-cid-nen7h5rs><ul role="list" class="panel-links" data-astro-cid-nen7h5rs><li data-astro-cid-nen7h5rs><a href="/products/agent-readiness-gate" class="panel-link" data-astro-cid-nen7h5rs><span class="pl-label" data-astro-cid-nen7h5rs>Agent Readiness Gate</span><span class="pl-desc" data-astro-cid-nen7h5rs>The pre-deployment gate you install in your cloud: attack pack, evaluation harness, cost baseline, permission audit and Agent BOM, written up as one Evidence Report on every release.</span></a></li><li data-astro-cid-nen7h5rs><a href="/products/agent-cost-governor" class="panel-link" data-astro-cid-nen7h5rs><span class="pl-label" data-astro-cid-nen7h5rs>Agent Cost Governor</span><span class="pl-desc" data-astro-cid-nen7h5rs>A budget the agent cannot exceed, per task, per step and per model, enforced in your own cloud before the invoice arrives.</span></a></li><li data-astro-cid-nen7h5rs><a href="/products/mcpsentry" class="panel-link" data-astro-cid-nen7h5rs><span class="pl-label" data-astro-cid-nen7h5rs>MCPSentry</span><span class="pl-desc" data-astro-cid-nen7h5rs>Continuous verification of the MCP servers and skills your agents load: approved once, checked every time, with an Agent BOM to prove it.</span></a></li><li data-astro-cid-nen7h5rs><a href="/products/compliance-evidence-pack" class="panel-link" data-astro-cid-nen7h5rs><span class="pl-label" data-astro-cid-nen7h5rs>Compliance Evidence Pack</span><span class="pl-desc" data-astro-cid-nen7h5rs>Tamper-evident records from running agents, mapped to ISO/IEC 42001, the EU AI Act, Colorado SB 26-189 and your auditor's request list.</span></a></li><li data-astro-cid-nen7h5rs><a href="/open-source" class="panel-link" data-astro-cid-nen7h5rs><span class="pl-label" data-astro-cid-nen7h5rs>Readiness Kit (open source)</span><span class="pl-desc" data-astro-cid-nen7h5rs>The frame under the Gate, Apache-2.0. v0.1.0 released 22 October 2026; pip install readiness-kit.</span></a></li><li data-astro-cid-nen7h5rs><a href="/products/agent-readiness-gate/sample-report" class="panel-link" data-astro-cid-nen7h5rs><span class="pl-label" data-astro-cid-nen7h5rs>Sample Evidence Report</span><span class="pl-desc" data-astro-cid-nen7h5rs>What the Gate generates, in full, on a fictional agent, as a web page and a PDF.</span></a></li></ul><a class="more" href="/products" data-astro-cid-nen7h5rs>All products →</a></div></li><li class="group plain" data-astro-cid-nen7h5rs><div class="group-head" data-astro-cid-nen7h5rs><a class="group-link" href="/pricing" data-astro-cid-nen7h5rs>Pricing</a></div></li><li class="group" data-group data-astro-cid-nen7h5rs><div class="group-head" data-astro-cid-nen7h5rs><a class="group-link" href="/industries" data-astro-cid-nen7h5rs>Industries</a><button class="chev" type="button" aria-expanded="false" aria-controls="panel-industries" aria-label="Open the Industries menu" data-group-btn data-astro-cid-nen7h5rs><svg width="14" height="14" viewBox="0 0 24 24" aria-hidden="true" fill="none" stroke="currentColor" stroke-width="2.5" stroke-linecap="round" stroke-linejoin="round" data-astro-cid-nen7h5rs><path d="m6 9 6 6 6-6" data-astro-cid-nen7h5rs></path></svg></button></div><div class="panel" id="panel-industries" data-astro-cid-nen7h5rs><ul role="list" class="panel-links compact" data-astro-cid-nen7h5rs><li data-astro-cid-nen7h5rs><a href="/industries#insurance" class="panel-link" data-astro-cid-nen7h5rs><span class="pl-label" data-astro-cid-nen7h5rs>Insurance and health insurance</span></a></li><li data-astro-cid-nen7h5rs><a href="/industries#banking" class="panel-link" data-astro-cid-nen7h5rs><span class="pl-label" data-astro-cid-nen7h5rs>Banking and fintech</span></a></li><li data-astro-cid-nen7h5rs><a href="/industries#healthcare-pharma" class="panel-link" data-astro-cid-nen7h5rs><span class="pl-label" data-astro-cid-nen7h5rs>Healthcare, pharma and life sciences</span></a></li><li data-astro-cid-nen7h5rs><a href="/industries#supply-chain-manufacturing" class="panel-link" data-astro-cid-nen7h5rs><span class="pl-label" data-astro-cid-nen7h5rs>Supply chain, manufacturing and logistics</span></a></li><li data-astro-cid-nen7h5rs><a href="/industries#retail-ecommerce" class="panel-link" data-astro-cid-nen7h5rs><span class="pl-label" data-astro-cid-nen7h5rs>Retail and e-commerce</span></a></li><li data-astro-cid-nen7h5rs><a href="/industries#saas-technology" class="panel-link" data-astro-cid-nen7h5rs><span class="pl-label" data-astro-cid-nen7h5rs>SaaS and technology</span></a></li><li data-astro-cid-nen7h5rs><a href="/industries#shared-services-gcc" class="panel-link" data-astro-cid-nen7h5rs><span class="pl-label" data-astro-cid-nen7h5rs>Shared services, BPO and global capability centres</span></a></li><li data-astro-cid-nen7h5rs><a href="/industries#professional-services" class="panel-link" data-astro-cid-nen7h5rs><span class="pl-label" data-astro-cid-nen7h5rs>Consultancies, integrators and auditors</span></a></li><li data-astro-cid-nen7h5rs><a href="/industries#hr-hiring" class="panel-link" data-astro-cid-nen7h5rs><span class="pl-label" data-astro-cid-nen7h5rs>HR, hiring and workforce</span></a></li><li data-astro-cid-nen7h5rs><a href="/industries#public-sector-education" class="panel-link" data-astro-cid-nen7h5rs><span class="pl-label" data-astro-cid-nen7h5rs>Public sector, education and non-profits</span></a></li></ul><a class="more" href="/industries" data-astro-cid-nen7h5rs>Every domain, the same engineering →</a></div></li><li class="group" data-group data-astro-cid-nen7h5rs><div class="group-head" data-astro-cid-nen7h5rs><a class="group-link" href="/insights" data-astro-cid-nen7h5rs>Resources</a><button class="chev" type="button" aria-expanded="false" aria-controls="panel-resources" aria-label="Open the Resources menu" data-group-btn data-astro-cid-nen7h5rs><svg width="14" height="14" viewBox="0 0 24 24" aria-hidden="true" fill="none" stroke="currentColor" stroke-width="2.5" stroke-linecap="round" stroke-linejoin="round" data-astro-cid-nen7h5rs><path d="m6 9 6 6 6-6" data-astro-cid-nen7h5rs></path></svg></button></div><div class="panel" id="panel-resources" data-astro-cid-nen7h5rs><ul role="list" class="panel-links" data-astro-cid-nen7h5rs><li data-astro-cid-nen7h5rs><a href="/insights" class="panel-link" data-astro-cid-nen7h5rs><span class="pl-label" data-astro-cid-nen7h5rs>Insights</span><span class="pl-desc" data-astro-cid-nen7h5rs>Sourced analysis of how agents fail in production and what to do about it.</span></a></li><li data-astro-cid-nen7h5rs><a href="/lab" class="panel-link" data-astro-cid-nen7h5rs><span class="pl-label" data-astro-cid-nen7h5rs>Rainkernel Lab</span><span class="pl-desc" data-astro-cid-nen7h5rs>One checkable item a week: published findings, benchmarks, advisories.</span></a></li><li data-astro-cid-nen7h5rs><a href="/open-source" class="panel-link" data-astro-cid-nen7h5rs><span class="pl-label" data-astro-cid-nen7h5rs>Open source</span><span class="pl-desc" data-astro-cid-nen7h5rs>Readiness Kit and the MCPSentry scanner: the tools we build on, in public.</span></a></li><li data-astro-cid-nen7h5rs><a href="/products#demos" class="panel-link" data-astro-cid-nen7h5rs><span class="pl-label" data-astro-cid-nen7h5rs>Demo videos</span><span class="pl-desc" data-astro-cid-nen7h5rs>Six captioned videos: the Gate, the Readiness Score and the four products in build.</span></a></li><li data-astro-cid-nen7h5rs><a href="/score" class="panel-link" data-astro-cid-nen7h5rs><span class="pl-label" data-astro-cid-nen7h5rs>Readiness Score</span><span class="pl-desc" data-astro-cid-nen7h5rs>The free self-assessment from the Gate's scorecard.</span></a></li><li data-astro-cid-nen7h5rs><a href="/security" class="panel-link" data-astro-cid-nen7h5rs><span class="pl-label" data-astro-cid-nen7h5rs>Security and trust</span><span class="pl-desc" data-astro-cid-nen7h5rs>How this site and our products handle your data.</span></a></li></ul></div></li><li class="group" data-group data-astro-cid-nen7h5rs><div class="group-head" data-astro-cid-nen7h5rs><a class="group-link" href="/about" data-astro-cid-nen7h5rs>Company</a><button class="chev" type="button" aria-expanded="false" aria-controls="panel-company" aria-label="Open the Company menu" data-group-btn data-astro-cid-nen7h5rs><svg width="14" height="14" viewBox="0 0 24 24" aria-hidden="true" fill="none" stroke="currentColor" stroke-width="2.5" stroke-linecap="round" stroke-linejoin="round" data-astro-cid-nen7h5rs><path d="m6 9 6 6 6-6" data-astro-cid-nen7h5rs></path></svg></button></div><div class="panel" id="panel-company" data-astro-cid-nen7h5rs><ul role="list" class="panel-links" data-astro-cid-nen7h5rs><li data-astro-cid-nen7h5rs><a href="/about" class="panel-link" data-astro-cid-nen7h5rs><span class="pl-label" data-astro-cid-nen7h5rs>About Rainkernel</span><span class="pl-desc" data-astro-cid-nen7h5rs>Vision, values, the dated timeline, the founder.</span></a></li><li data-astro-cid-nen7h5rs><a href="/pricing" class="panel-link" data-astro-cid-nen7h5rs><span class="pl-label" data-astro-cid-nen7h5rs>Pricing</span><span class="pl-desc" data-astro-cid-nen7h5rs>Every licence price on one page, founding offers included.</span></a></li><li data-astro-cid-nen7h5rs><a href="/partners" class="panel-link" data-astro-cid-nen7h5rs><span class="pl-label" data-astro-cid-nen7h5rs>Partners</span><span class="pl-desc" data-astro-cid-nen7h5rs>Partner licences for integrators, consultancies and auditors.</span></a></li><li data-astro-cid-nen7h5rs><a href="/careers" class="panel-link" data-astro-cid-nen7h5rs><span class="pl-label" data-astro-cid-nen7h5rs>Careers</span><span class="pl-desc" data-astro-cid-nen7h5rs>How and when we hire. No open roles today; the plan is public.</span></a></li><li data-astro-cid-nen7h5rs><a href="/contact" class="panel-link" data-astro-cid-nen7h5rs><span class="pl-label" data-astro-cid-nen7h5rs>Contact</span><span class="pl-desc" data-astro-cid-nen7h5rs>Book a call or write to us. Replies within one working day.</span></a></li><li data-astro-cid-nen7h5rs><a href="/press" class="panel-link" data-astro-cid-nen7h5rs><span class="pl-label" data-astro-cid-nen7h5rs>Press and brand</span><span class="pl-desc" data-astro-cid-nen7h5rs>Boilerplate, facts, logo files, founder photo.</span></a></li></ul><a class="more" href="/about" data-astro-cid-nen7h5rs>About Rainkernel →</a></div></li></ul><div class="tools" data-astro-cid-nen7h5rs><button type="button" class="theme-btn" data-theme-toggle aria-label="Switch colour theme" title="Switch colour theme" data-astro-cid-nen7h5rs><svg width="18" height="18" viewBox="0 0 24 24" aria-hidden="true" fill="none" stroke="currentColor" stroke-width="2" data-astro-cid-nen7h5rs><circle cx="12" cy="12" r="4" data-astro-cid-nen7h5rs></circle><path d="M12 2v2m0 16v2M4.9 4.9l1.4 1.4m11.4 11.4 1.4 1.4M2 12h2m16 0h2M4.9 19.1l1.4-1.4m11.4-11.4 1.4-1.4" data-astro-cid-nen7h5rs></path></svg></button><a class="btn btn-primary book" href="https://bookings.cloud.microsoft/book/Rainkernel@rainkernel.com/" data-astro-cid-nen7h5rs>Book a call</a></div></div></nav></div></header><script type="module" src="/_astro/Header.astro_astro_type_script_index_0_lang.Zb4tWP23.js"></script><main id="main"><section class="hero" aria-labelledby="hero-title" data-astro-cid-ge2uvauf><div class="wrap grid" data-astro-cid-ge2uvauf><div class="copy" data-astro-cid-ge2uvauf><p class="eyebrow" data-astro-cid-ge2uvauf>The production layer for AI agents</p><h1 id="hero-title" data-astro-cid-ge2uvauf>AI agents that pass the gate, stay on budget and leave a record.</h1><p class="lead" data-astro-cid-ge2uvauf>Software that tests AI agents before they go live, governs what they cost, verifies the tools they load and keeps the records auditors ask for. It installs in your own cloud, at published prices.</p><div class="cta" data-astro-cid-ge2uvauf><a class="btn btn-primary book" href="https://bookings.cloud.microsoft/book/Rainkernel@rainkernel.com/" data-astro-cid-ge2uvauf>Book a 30-minute call</a><a class="btn btn-secondary" href="/open-source#install" data-astro-cid-ge2uvauf>Start free: install the Kit</a></div></div><div class="media" data-astro-cid-ge2uvauf><figure class="facade live" data-video-facade data-src="/media/agent-readiness-gate-explainer.mp4" data-poster="/media/agent-readiness-gate-poster.jpg" data-captions="/media/agent-readiness-gate-explainer.vtt" data-title="Agent Readiness Gate in 70 seconds" data-astro-cid-mx53csqf><div class="frame" data-astro-cid-mx53csqf><img src="/media/agent-readiness-gate-poster.jpg" alt="" width="1280" height="720" loading="eager" decoding="async" data-astro-cid-mx53csqf><button type="button" class="play" data-video-play aria-label="Play: Agent Readiness Gate in 70 seconds" data-astro-cid-mx53csqf><span class="disc" aria-hidden="true" data-astro-cid-mx53csqf><svg width="28" height="28" viewBox="0 0 24 24" fill="currentColor" aria-hidden="true" data-astro-cid-mx53csqf><path d="M8 5v14l11-7z" data-astro-cid-mx53csqf></path></svg></span><span class="meta" data-astro-cid-mx53csqf><span class="t" data-astro-cid-mx53csqf>Agent Readiness Gate in 70 seconds</span><span class="d mono" data-astro-cid-mx53csqf>1:10</span></span></button></div><figcaption class="small muted" data-astro-cid-mx53csqf>What the Gate checks, what the Evidence Report contains, how it installs and runs in your cloud, and the published licence prices. Captioned; no sound required.<span class="nojs" data-astro-cid-mx53csqf> · <a href="/media/agent-readiness-gate-explainer.mp4" data-astro-cid-mx53csqf>Open the video file</a></span></figcaption></figure><script type="module" src="/_astro/VideoFacade.astro_astro_type_script_index_0_lang.CY1vKvWV.js"></script></div></div><div class="wrap" data-astro-cid-ge2uvauf><ul role="list" class="proof" data-astro-cid-ge2uvauf><li data-astro-cid-ge2uvauf><b data-astro-cid-ge2uvauf>Published prices</b><span class="small muted" data-astro-cid-ge2uvauf>every product, every tier, on one page</span></li><li data-astro-cid-ge2uvauf><b data-astro-cid-ge2uvauf>Installs in your cloud</b><span class="small muted" data-astro-cid-ge2uvauf>a CLI, a container, a gateway; nothing leaves your account</span></li><li data-astro-cid-ge2uvauf><b data-astro-cid-ge2uvauf>Open-source frame</b><span class="small muted" data-astro-cid-ge2uvauf>the Readiness Kit is on GitHub and PyPI, Apache-2.0</span></li><li data-astro-cid-ge2uvauf><b data-astro-cid-ge2uvauf>No lock-in</b><span class="small muted" data-astro-cid-ge2uvauf>open formats, your data, cancel at renewal</span></li></ul></div></section><section id="standards" class="standards" aria-label="Standards our reports map to" data-astro-cid-lcdefpme><div class="wrap" data-astro-cid-lcdefpme><div class="strip" data-astro-cid-fr62wvyy><p class="label mono small muted" data-astro-cid-fr62wvyy>Reports map to</p><ul role="list" class="chips" data-astro-cid-fr62wvyy><li data-astro-cid-fr62wvyy><a class="chip" href="https://genai.owasp.org/resource/owasp-top-10-for-agentic-applications-for-2026/" rel="noopener" title="OWASP Top 10 for Agentic Applications 2026" data-astro-cid-fr62wvyy>OWASP Agentic Top 10</a></li><li data-astro-cid-fr62wvyy><a class="chip" href="https://www.nist.gov/itl/ai-risk-management-framework" rel="noopener" title="NIST AI Risk Management Framework" data-astro-cid-fr62wvyy>NIST AI RMF</a></li><li data-astro-cid-fr62wvyy><a class="chip" href="https://www.iso.org/standard/81230.html" rel="noopener" title="ISO/IEC 42001 AI management systems" data-astro-cid-fr62wvyy>ISO/IEC 42001</a></li><li data-astro-cid-fr62wvyy><a class="chip" href="https://github.com/CycloneDX/specification/issues/895" rel="noopener" title="CycloneDX bill of materials (Agent BOM proposal)" data-astro-cid-fr62wvyy>CycloneDX BOM</a></li><li data-astro-cid-fr62wvyy><a class="chip" href="https://modelcontextprotocol.io/specification/2026-07-28/changelog" rel="noopener" title="Model Context Protocol specification 2026-07-28" data-astro-cid-fr62wvyy>MCP 2026-07-28</a></li><li data-astro-cid-fr62wvyy><a class="chip" href="https://ai-act-service-desk.ec.europa.eu/en/ai-act/article-12" rel="noopener" title="EU AI Act Article 12 record-keeping" data-astro-cid-fr62wvyy>EU AI Act Art. 12</a></li><li data-astro-cid-fr62wvyy><a class="chip" href="https://cloudsecurityalliance.org/artifacts/ai-controls-matrix" rel="noopener" title="CSA AI Controls Matrix" data-astro-cid-fr62wvyy>CSA AICM</a></li></ul></div></div></section><section id="evidence" class="section reveal" aria-labelledby="gap-title" data-astro-cid-lcdefpme><div class="wrap" data-astro-cid-lcdefpme><p class="eyebrow" data-astro-cid-lcdefpme>The gap</p><h2 id="gap-title" data-astro-cid-lcdefpme>Most agents stall between the demo and production. The model is rarely the reason.</h2><div class="grid-3 evidence-grid" data-astro-cid-lcdefpme><div class="evidence card" data-astro-cid-aih3mhrt><p class="stat mono" data-astro-cid-aih3mhrt>40%</p><p class="text" data-astro-cid-aih3mhrt>of agentic-AI projects will be cancelled by 2027: cost, unclear value or inadequate risk controls, not model quality.</p><details data-astro-cid-aih3mhrt><summary data-astro-cid-aih3mhrt><span class="mono" data-astro-cid-aih3mhrt>source</span></summary><p class="small" data-astro-cid-aih3mhrt><a href="https://www.gartner.com/en/newsroom/press-releases/2025-06-25-gartner-predicts-over-40-percent-of-agentic-ai-projects-will-be-canceled-by-end-of-2027" rel="noopener" data-astro-cid-aih3mhrt>Gartner press release, June 2025</a></p></details></div><div class="evidence card" data-astro-cid-aih3mhrt><p class="stat mono" data-astro-cid-aih3mhrt>5%</p><p class="text" data-astro-cid-aih3mhrt>of companies have every critical control in place to run AI agents, although most are already deploying them.</p><details data-astro-cid-aih3mhrt><summary data-astro-cid-aih3mhrt><span class="mono" data-astro-cid-aih3mhrt>source</span></summary><p class="small" data-astro-cid-aih3mhrt><a href="https://www.bcg.com/publications/2026/the-formula-for-agentic-ai-value" rel="noopener" data-astro-cid-aih3mhrt>BCG, The formula for agentic AI value, September 2026</a></p></details></div><div class="evidence card" data-astro-cid-aih3mhrt><p class="stat mono" data-astro-cid-aih3mhrt>54</p><p class="text" data-astro-cid-aih3mhrt>AI-agent incidents a year in the average organisation; 85% of CIOs lack real-time visibility of AI spend.</p><details data-astro-cid-aih3mhrt><summary data-astro-cid-aih3mhrt><span class="mono" data-astro-cid-aih3mhrt>source</span></summary><p class="small" data-astro-cid-aih3mhrt><a href="https://newsroom.ibm.com/2026-06-08-new-ibm-study-finds-cios-and-ctos-face-growing-ai-control-gap-as-enterprise-deployment-scales" rel="noopener" data-astro-cid-aih3mhrt>IBM Institute for Business Value, June 2026</a></p></details></div></div></div></section><section id="products" class="section reveal" aria-labelledby="products-title" data-astro-cid-lcdefpme><div class="wrap" data-astro-cid-lcdefpme><div class="head-row" data-astro-cid-lcdefpme><div data-astro-cid-lcdefpme><p class="eyebrow" data-astro-cid-lcdefpme>Products</p><h2 id="products-title" data-astro-cid-lcdefpme>Four products. One platform for the part after the demo.</h2></div><a class="btn btn-secondary" href="/products" data-astro-cid-lcdefpme>All products</a></div><div class="pgrid" data-astro-cid-lcdefpme><article class="pcard card" data-astro-cid-4fhpls6h><div class="head" data-astro-cid-4fhpls6h><span class="num mono" data-astro-cid-4fhpls6h>01</span><span class="status soon mono" data-astro-cid-y2mfgyov><span class="dot" aria-hidden="true" data-astro-cid-y2mfgyov></span>Early access</span></div><h3 data-astro-cid-4fhpls6h><a href="/products/agent-readiness-gate" data-astro-cid-4fhpls6h>Agent Readiness Gate</a></h3><p class="small muted" data-astro-cid-4fhpls6h>The pre-deployment gate you install in your cloud: attack pack, evaluation harness, cost baseline, permission audit and Agent BOM, written up as one Evidence Report on every release.</p><dl class="meta small" data-astro-cid-4fhpls6h><div data-astro-cid-4fhpls6h><dt data-astro-cid-4fhpls6h>From</dt><dd class="mono" data-astro-cid-4fhpls6h>$6,000 / year</dd></div><div data-astro-cid-4fhpls6h><dt data-astro-cid-4fhpls6h>Window</dt><dd data-astro-cid-4fhpls6h>Readiness Kit v0.1.0 (open source) released 22 October 2026</dd></div></dl><a class="more" href="/products/agent-readiness-gate" data-astro-cid-4fhpls6h>Product details →</a></article><article class="pcard card" data-astro-cid-4fhpls6h><div class="head" data-astro-cid-4fhpls6h><span class="num mono" data-astro-cid-4fhpls6h>02</span><span class="status build mono" data-astro-cid-y2mfgyov><span class="dot" aria-hidden="true" data-astro-cid-y2mfgyov></span>In build</span></div><h3 data-astro-cid-4fhpls6h><a href="/products/agent-cost-governor" data-astro-cid-4fhpls6h>Agent Cost Governor</a></h3><p class="small muted" data-astro-cid-4fhpls6h>A budget the agent cannot exceed, per task, per step and per model, enforced in your own cloud before the invoice arrives.</p><dl class="meta small" data-astro-cid-4fhpls6h><div data-astro-cid-4fhpls6h><dt data-astro-cid-4fhpls6h>From</dt><dd class="mono" data-astro-cid-4fhpls6h>$1,500 / month</dd></div><div data-astro-cid-4fhpls6h><dt data-astro-cid-4fhpls6h>Window</dt><dd data-astro-cid-4fhpls6h>Build November–December 2026</dd></div></dl><a class="more" href="/products/agent-cost-governor" data-astro-cid-4fhpls6h>Product details →</a></article><article class="pcard card" data-astro-cid-4fhpls6h><div class="head" data-astro-cid-4fhpls6h><span class="num mono" data-astro-cid-4fhpls6h>03</span><span class="status soon mono" data-astro-cid-y2mfgyov><span class="dot" aria-hidden="true" data-astro-cid-y2mfgyov></span>Early access</span></div><h3 data-astro-cid-4fhpls6h><a href="/products/mcpsentry" data-astro-cid-4fhpls6h>MCPSentry</a></h3><p class="small muted" data-astro-cid-4fhpls6h>Continuous verification of the MCP servers and skills your agents load: approved once, checked every time, with an Agent BOM to prove it.</p><dl class="meta small" data-astro-cid-4fhpls6h><div data-astro-cid-4fhpls6h><dt data-astro-cid-4fhpls6h>From</dt><dd class="mono" data-astro-cid-4fhpls6h>free</dd></div><div data-astro-cid-4fhpls6h><dt data-astro-cid-4fhpls6h>Window</dt><dd data-astro-cid-4fhpls6h>Build January–February 2027</dd></div></dl><a class="more" href="/products/mcpsentry" data-astro-cid-4fhpls6h>Product details →</a></article><article class="pcard card" data-astro-cid-4fhpls6h><div class="head" data-astro-cid-4fhpls6h><span class="num mono" data-astro-cid-4fhpls6h>04</span><span class="status soon mono" data-astro-cid-y2mfgyov><span class="dot" aria-hidden="true" data-astro-cid-y2mfgyov></span>Design partners</span></div><h3 data-astro-cid-4fhpls6h><a href="/products/compliance-evidence-pack" data-astro-cid-4fhpls6h>Compliance Evidence Pack</a></h3><p class="small muted" data-astro-cid-4fhpls6h>Tamper-evident records from running agents, mapped to ISO/IEC 42001, the EU AI Act, Colorado SB 26-189 and your auditor's request list.</p><dl class="meta small" data-astro-cid-4fhpls6h><div data-astro-cid-4fhpls6h><dt data-astro-cid-4fhpls6h>From</dt><dd class="mono" data-astro-cid-4fhpls6h>$6,000 / year</dd></div><div data-astro-cid-4fhpls6h><dt data-astro-cid-4fhpls6h>Window</dt><dd data-astro-cid-4fhpls6h>Build February–April 2027 on the Governor's event log</dd></div></dl><a class="more" href="/products/compliance-evidence-pack" data-astro-cid-4fhpls6h>Product details →</a></article></div><p class="kit small" data-astro-cid-lcdefpme><span class="mono badge" data-astro-cid-lcdefpme>Open source · free</span> <a href="/open-source" data-astro-cid-lcdefpme>Readiness Kit</a>, the frame under the Gate, Apache-2.0, v0.1.1 · 22 October 2026 (v0.1.0 the same day). <code data-astro-cid-lcdefpme>pip install readiness-kit</code> <a href="/open-source#install" data-astro-cid-lcdefpme>then what →</a></p></div></section><section id="how" class="section reveal how" aria-labelledby="how-title" data-astro-cid-lcdefpme><div class="wrap" data-astro-cid-lcdefpme><div class="head-row" data-astro-cid-lcdefpme><div data-astro-cid-lcdefpme><p class="eyebrow" data-astro-cid-lcdefpme>How it works</p><h2 id="how-title" data-astro-cid-lcdefpme>Install today. Evidence on the first run.</h2></div><div class="price-line card" data-astro-cid-lcdefpme><span class="mono big" data-astro-cid-lcdefpme>$3,600<span class="per" data-astro-cid-lcdefpme> / year</span></span><span class="small muted" data-astro-cid-lcdefpme>founding licence · Gate Team · list $6,000 · first 10 customers until 31 December 2026</span><a class="btn btn-primary" href="https://bookings.cloud.microsoft/book/Rainkernel@rainkernel.com/" data-astro-cid-lcdefpme>Book a 30-minute call</a><a class="small" href="/pricing" data-astro-cid-lcdefpme>Every price →</a></div></div><ol role="list" class="steps" data-astro-cid-lcdefpme><li class="card" data-astro-cid-lcdefpme><span class="mono step" data-astro-cid-lcdefpme>01</span><h3 data-astro-cid-lcdefpme>Install</h3><p class="small muted" data-astro-cid-lcdefpme>A CLI and a container in your own AWS, Azure or GCP account, or on a laptop. Nothing is copied out.</p></li><li class="card" data-astro-cid-lcdefpme><span class="mono step" data-astro-cid-lcdefpme>02</span><h3 data-astro-cid-lcdefpme>Run the Gate</h3><p class="small muted" data-astro-cid-lcdefpme>The attack pack, an evaluation set seeded from your real failures, the cost meter, a permission audit and the Agent BOM, in one run.</p></li><li class="card" data-astro-cid-lcdefpme><span class="mono step" data-astro-cid-lcdefpme>03</span><h3 data-astro-cid-lcdefpme>Ship with evidence</h3><p class="small muted" data-astro-cid-lcdefpme>The Evidence Report on every release; the CI gate blocks the ones that regress.</p></li></ol></div></section><section id="report" class="section reveal report" aria-labelledby="report-title" data-astro-cid-lcdefpme><div class="wrap report-grid" data-astro-cid-lcdefpme><a class="doc" href="/products/agent-readiness-gate/sample-report" aria-label="Open the sample Evidence Report" data-astro-cid-lcdefpme><img src="/media/sample-report-page-1.png" alt="Page one of the sample Readiness Evidence Report: a score of 58 out of 100, band CONDITIONAL, on a fictional claims-triage agent" width="1242" height="1180" loading="lazy" decoding="async" data-astro-cid-lcdefpme></a><div data-astro-cid-lcdefpme><p class="eyebrow" data-astro-cid-lcdefpme>What you receive</p><h2 id="report-title" data-astro-cid-lcdefpme>One Evidence Report. Ten pages. Every number traceable.</h2><p class="sub" data-astro-cid-lcdefpme>What the Gate generates on every release, published in full on a fictional agent so you can judge the format before you license it.</p><p class="cta-row" data-astro-cid-lcdefpme><a class="btn btn-secondary" href="/products/agent-readiness-gate/sample-report" data-astro-cid-lcdefpme>Read the sample report</a> <a class="btn btn-quiet" href="/media/Rainkernel_Sample_Evidence_Report.pdf" data-astro-cid-lcdefpme>Download the PDF →</a></p></div></div></section><section id="solutions" class="section reveal" aria-labelledby="solutions-title" data-astro-cid-lcdefpme><div class="wrap" data-astro-cid-lcdefpme><p class="eyebrow" data-astro-cid-lcdefpme>Solutions by role and industry</p><h2 id="solutions-title" data-astro-cid-lcdefpme>Who it is for.</h2><div class="grid-3 sol-grid" data-astro-cid-lcdefpme><article class="card sol" data-astro-cid-lcdefpme><h3 data-astro-cid-lcdefpme>Engineering leads</h3><p class="small muted" data-astro-cid-lcdefpme>A held-out evaluation set, a cost-per-task number and a harness that gates every release.</p><a class="more" href="/products/agent-readiness-gate" data-astro-cid-lcdefpme>Agent Readiness Gate →</a></article><article class="card sol" data-astro-cid-lcdefpme><h3 data-astro-cid-lcdefpme>Security and AppSec</h3><p class="small muted" data-astro-cid-lcdefpme>Attack findings mapped to OWASP ASI01–ASI10 and continuous verification of the tools agents load.</p><a class="more" href="/products/mcpsentry" data-astro-cid-lcdefpme>MCPSentry →</a></article><article class="card sol" data-astro-cid-lcdefpme><h3 data-astro-cid-lcdefpme>Risk, compliance and audit</h3><p class="small muted" data-astro-cid-lcdefpme>An Agent BOM, a controls statement and tamper-evident records mapped to ISO/IEC 42001 and the EU AI Act.</p><a class="more" href="/products/compliance-evidence-pack" data-astro-cid-lcdefpme>Compliance Evidence Pack →</a></article><article class="card sol" data-astro-cid-lcdefpme><h3 data-astro-cid-lcdefpme>Finance and platform owners</h3><p class="small muted" data-astro-cid-lcdefpme>A budget the agent cannot exceed, enforced in your cloud before the invoice.</p><a class="more" href="/products/agent-cost-governor" data-astro-cid-lcdefpme>Agent Cost Governor →</a></article><article class="card sol" data-astro-cid-lcdefpme><h3 data-astro-cid-lcdefpme>Insurance, banking and healthcare</h3><p class="small muted" data-astro-cid-lcdefpme>The records regulators now ask for, from the agents making the decisions.</p><a class="more" href="/industries" data-astro-cid-lcdefpme>Industries →</a></article><article class="card sol" data-astro-cid-lcdefpme><h3 data-astro-cid-lcdefpme>Integrators and consultancies</h3><p class="small muted" data-astro-cid-lcdefpme>The Gate inside your programmes under a partner licence, with your brand on the report.</p><a class="more" href="/partners" data-astro-cid-lcdefpme>Partner licences →</a></article></div></div></section><section id="next" class="section reveal next" aria-labelledby="next-title" data-astro-cid-lcdefpme><div class="wrap" data-astro-cid-lcdefpme><p class="eyebrow" data-astro-cid-lcdefpme>What's next</p><h2 id="next-title" data-astro-cid-lcdefpme>Five dates. Each one is a commitment.</h2><p class="sub" data-astro-cid-lcdefpme>The first was kept on the day. If a date moves, this page says so the same day. We publish a product when it ships, not while we build it.</p><ol role="list" class="roadmap" data-astro-cid-lcdefpme><li class="done" data-astro-cid-lcdefpme><span class="mono when" data-astro-cid-lcdefpme>22 Oct 2026<span class="shipped" data-astro-cid-lcdefpme> · shipped</span></span><h3 data-astro-cid-lcdefpme><a href="/open-source" data-astro-cid-lcdefpme>Readiness Kit v0.1.0</a></h3></li><li data-astro-cid-lcdefpme><span class="mono when" data-astro-cid-lcdefpme>20 Nov 2026</span><h3 data-astro-cid-lcdefpme><a href="/products/agent-readiness-gate" data-astro-cid-lcdefpme>Gate early access</a></h3></li><li data-astro-cid-lcdefpme><span class="mono when" data-astro-cid-lcdefpme>Dec 2026</span><h3 data-astro-cid-lcdefpme><a href="/products/agent-cost-governor" data-astro-cid-lcdefpme>Agent Cost Governor pilots</a></h3></li><li data-astro-cid-lcdefpme><span class="mono when" data-astro-cid-lcdefpme>Q1 2027</span><h3 data-astro-cid-lcdefpme><a href="/products/mcpsentry" data-astro-cid-lcdefpme>MCPSentry free scanner</a></h3></li><li data-astro-cid-lcdefpme><span class="mono when" data-astro-cid-lcdefpme>Q2 2027</span><h3 data-astro-cid-lcdefpme><a href="/products/compliance-evidence-pack" data-astro-cid-lcdefpme>Compliance Evidence Pack</a></h3></li></ol></div></section><section id="resources" class="section reveal" aria-labelledby="resources-title" data-astro-cid-lcdefpme><div class="wrap" data-astro-cid-lcdefpme><p class="eyebrow" data-astro-cid-lcdefpme>Resources</p><h2 id="resources-title" data-astro-cid-lcdefpme>Things you can check without talking to us.</h2><div class="grid-3 res-grid" data-astro-cid-lcdefpme><article class="card res" data-astro-cid-lcdefpme><p class="mono small label" data-astro-cid-lcdefpme>Free tool</p><h3 data-astro-cid-lcdefpme><a href="/score" data-astro-cid-lcdefpme>The Readiness Score</a></h3><p class="small muted" data-astro-cid-lcdefpme>Eight questions, two minutes: the two areas most likely to stall your agent.</p><a class="more" href="/score" data-astro-cid-lcdefpme>Score your agent →</a></article><article class="card res" data-astro-cid-lcdefpme><p class="mono small label" data-astro-cid-lcdefpme>The Lab</p><h3 data-astro-cid-lcdefpme><a href="/lab" data-astro-cid-lcdefpme>Public work anyone can check</a></h3><p class="small muted" data-astro-cid-lcdefpme>One checkable item a week, advisories under our name, benchmarks with their methods.</p><a class="more" href="/lab" data-astro-cid-lcdefpme>The Lab →</a></article><article class="card res" data-astro-cid-lcdefpme><p class="mono small label" data-astro-cid-lcdefpme>Insight</p><h3 data-astro-cid-lcdefpme><a href="/insights/the-50000-dollar-hour" data-astro-cid-lcdefpme>The $50,000 hour: why agent cost needs a governor, not an alert</a></h3><p class="small muted" data-astro-cid-lcdefpme>Every budget control sold today stops at the API key. The money is spent inside the agent loop, one retry, one escalation and one spawned sub-agent at a time, and the alert arrives a day later.</p><a class="more" href="/insights/the-50000-dollar-hour" data-astro-cid-lcdefpme>Read →</a></article></div></div></section><section class="cta-band" aria-labelledby="cta-band-title" data-astro-cid-hwvj6ntz><div class="wrap row" data-astro-cid-hwvj6ntz><div data-astro-cid-hwvj6ntz><h2 id="cta-band-title" data-astro-cid-hwvj6ntz>Tell us the agent. We'll tell you where it would stall.</h2><p class="body" data-astro-cid-hwvj6ntz>A 30-minute call, no deck, no charge. You leave with a clear read on production readiness and, if it fits, an early-access date and a licence quote inside the published price.</p></div><div class="actions" data-astro-cid-hwvj6ntz><a class="btn btn-primary book" href="https://bookings.cloud.microsoft/book/Rainkernel@rainkernel.com/" data-astro-cid-hwvj6ntz>Book a 30-minute call</a><a class="btn btn-ghost" href="/contact?topic=general" data-astro-cid-hwvj6ntz>Write to us</a></div></div></section></main><footer class="footer" data-astro-cid-jo6i4kqk><div class="wrap top" data-astro-cid-jo6i4kqk><div class="about" data-astro-cid-jo6i4kqk><a class="brand" href="/" aria-label="Rainkernel home" data-astro-cid-jo6i4kqk><svg viewBox="0 0 100 100" aria-hidden="true" focusable="false"><path d="M50 4C62 22 86 36 86 62L86 74Q86 92 68 92L32 92Q14 92 14 74L14 62C14 36 38 22 50 4Z" fill="#0b1f3b"></path><path d="M50 4C62 22 86 36 86 62L86 74Q86 92 68 92L32 92Q14 92 14 74L14 62C14 36 38 22 50 4Z" fill="#f2a93b" transform="translate(27.06 34.16) scale(0.46)"></path></svg><span data-astro-cid-jo6i4kqk>Rainkernel</span></a><p class="small muted" data-astro-cid-jo6i4kqk>The production layer for AI agents: evaluated, cost-governed, attested, auditable.</p><p class="small" data-astro-cid-jo6i4kqk><a href="mailto:hello@rainkernel.com" data-astro-cid-jo6i4kqk>hello@rainkernel.com</a> · <a href="tel:+919391287603" data-astro-cid-jo6i4kqk>+91 93912 87603</a></p><ul role="list" class="social small" data-astro-cid-jo6i4kqk><li data-astro-cid-jo6i4kqk><a href="https://www.linkedin.com/company/rainkernel" rel="noopener" data-astro-cid-jo6i4kqk>LinkedIn</a></li><li data-astro-cid-jo6i4kqk><a href="https://github.com/rainkernel" rel="noopener" data-astro-cid-jo6i4kqk>GitHub</a></li><li data-astro-cid-jo6i4kqk><a href="/rss.xml" data-astro-cid-jo6i4kqk>RSS</a></li></ul><p class="stance small" data-astro-cid-jo6i4kqk><span class="dot" aria-hidden="true" data-astro-cid-jo6i4kqk></span><span data-astro-cid-jo6i4kqk>No cookies. 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