{"id":120379,"date":"2026-03-28T09:26:06","date_gmt":"2026-03-28T09:26:06","guid":{"rendered":"https:\/\/mailinvest.blog\/index.php\/2026\/03\/28\/how-i-built-an-ai-operating-system-to-run-my-publishing-company\/"},"modified":"2026-03-28T09:27:02","modified_gmt":"2026-03-28T09:27:02","slug":"how-i-built-an-ai-operating-system-to-run-my-publishing-company","status":"publish","type":"post","link":"https:\/\/mailinvest.blog\/index.php\/2026\/03\/28\/how-i-built-an-ai-operating-system-to-run-my-publishing-company\/","title":{"rendered":"How I built an AI operating system to run my publishing company"},"content":{"rendered":"<p> <a href=\"https:\/\/go.fiverr.com\/visit\/?bta=1052423&nci=17043\" Target=\"_Top\"><img loading=\"lazy\" decoding=\"async\" border=\"0\" src=\"https:\/\/mailinvest.blog\/wp-content\/themes\/breek\/assets\/images\/transparent.gif\" data-lazy=\"true\" data-src=\"https:\/\/fiverr.ck-cdn.com\/tn\/serve\/?cid=40081059\"  width=\"601\" height=\"201\"><\/a>\n<br \/><img decoding=\"async\" src=\"https:\/\/mailinvest.blog\/wp-content\/themes\/breek\/assets\/images\/transparent.gif\" data-lazy=\"true\" data-src=\"https:\/\/cdn.mos.cms.futurecdn.net\/gWr6NrfMqA5kB42af2aice-1200-80.jpg\" \/><\/p>\n<div id=\"article-body\">\n<p id=\"elk-f6cd142a-5438-4133-a4f5-b96986d2b6d1\">We&#8217;ve got all been there. You discover a piece of <a data-analytics-id=\"inline-link\" href=\"https:\/\/www.techradar.com\/best\/best-small-business-software\" data-url=\"https:\/\/www.techradar.com\/best\/best-small-business-software\" data-hl-processed=\"none\" data-mrf-recirculation=\"inline-link\" data-before-rewrite-localise=\"https:\/\/www.techradar.com\/best\/best-small-business-software\">business software<\/a> that appears like it should clear up every thing. The demo is polished. The touchdown web page guarantees the world.<\/p>\n<p>You join, pay, get inside &#8211; and uncover that the function you truly wished is locked behind a &#8220;Premium&#8221; tier. Or an &#8220;Enterprise&#8221; plan. Or, my private favourite, a &#8220;Contact Gross sales for Pricing&#8221; button that results in a 45-minute discovery name the place somebody tries to upsell you on a bundle you by no means wanted.<\/p>\n<p><a id=\"elk-seasonal\"\/><\/p>\n<aside data-block-type=\"embed\" data-render-type=\"fte\" data-skip=\"dealsy\" data-widget-type=\"seasonal\" class=\"hawk-root\"\/>\n<p id=\"elk-f6cd142a-5438-4133-a4f5-b96986d2b6d1-2\" class=\"paywall\" aria-hidden=\"true\">It&#8217;s the common SaaS lure. And in 2026, the market is lastly calling it out.<\/p>\n<p><span class=\"article-continues-below block py-2 text-sm\">Article continues beneath <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" aria-hidden=\"true\" class=\"inline-block w-2.5 h-2.5 ml-2\" fill=\"currentColor\" preserveaspectratio=\"xMidYMid meet\" viewbox=\"0 0 1000 1000\"><path d=\"M1000 100L500 900 0 100h1000z\"\/><\/svg><\/span><\/p>\n<aside data-component-name=\"Recirculation:ArticleRiver\" data-recirculation-type=\"inline\" data-mrf-recirculation=\"Trending Bar\" data-nosnippet=\"\" class=\"clear-both pb-0 pt-2 mb-4\">\n        <span class=\"&#10;            flex&#10;            after:content-[''] after:flex-1 after:ml-4 after:my-[0.7rem] after:border-t after:border-solid after:border-t-[#ccc]&#10;            before:content-[''] before:flex-1 before:mr-4 before:my-[0.7rem] before:border-t before:border-solid before:border-t-[#ccc]&#10;            font-article-heading pb-0 !text-base uppercase sm:text-sm font-bold&#10;        \"><br \/>\n            You could like<br \/>\n        <\/span><\/p>\n<\/aside>\n<p class=\"paywall\" aria-hidden=\"true\">Wall Road has wiped over $1 trillion in market capitalization from the software-as-a-service sector this yr alone. <a data-analytics-id=\"inline-link\" href=\"https:\/\/www.techradar.com\/tag\/salesforce\" data-auto-tag-linker=\"true\" data-url=\"https:\/\/www.techradar.com\/tag\/salesforce\" data-hl-processed=\"none\" data-mrf-recirculation=\"inline-link\" data-before-rewrite-localise=\"https:\/\/www.techradar.com\/tag\/salesforce\">Salesforce<\/a>, as soon as the undisputed king of enterprise software program, has seen its inventory plunge 26% after earnings.<\/p>\n<p class=\"paywall\" aria-hidden=\"true\">Atlassian has reduce 10% of its workforce &#8211; 1,600 folks &#8211; whereas its inventory has dropped 84% from its 2021 peak. Forrester calls it the &#8220;SaaS-pocalypse.&#8221; TechCrunch is writing its obituary.<\/p>\n<div id=\"slice-container-person-Kbqm2n3hZEF8xwuNR3tu6K-zpyyQqSbMyjx836yYFq2CwfQYcEziX8x\" class=\"slice-container person-wrapper person-Kbqm2n3hZEF8xwuNR3tu6K-zpyyQqSbMyjx836yYFq2CwfQYcEziX8x slice-container-person\">\n<div class=\"person person--separator\">\n<div class=\"person__heading\">\n<div class=\"person__name-socials\"><span class=\"person__name\">Scott Purcell<\/span><\/p>\n<nav class=\"button-social-group person__social-buttons\" aria-labelledby=\"button-social-group- person__social-buttons\">\n<p>Social Hyperlinks Navigation<\/p>\n<p><a class=\"button-social   \" href=\"https:\/\/manofmany.com\/\" target=\"_blank\" aria-label=\"WEBSITE\"><span class=\"button-social__icon button-social__icon-website\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"icon-website\" viewbox=\"0 0 1000 1000\"><path d=\"M1000 500A501 501 0 0 0 503 0h-6A501 501 0 0 0 0 500c0 275 223 499 498 500h4a501 501 0 0 0 498-500zM529 936V765h133c-31 90-79 154-133 171zM337 765h134v171c-54-17-101-81-134-171zM61 539h176a899 899 0 0 0 22 167H110a439 439 0 0 1-49-166zM471 64v191H331c31-101 82-173 140-191zm199 191H529V64c58 18 109 90 140 191zm270 226H763c-1-59-7-115-18-167h155a438 438 0 0 1 40 167zm-235 0H529V314h156a857 857 0 0 1 19 167zM471 314v167H296a859 859 0 0 1 19-167h156zM237 481H60a438 438 0 0 1 41-167h154a921 921 0 0 0-18 167zm59 58h175v167H320a837 837 0 0 1-24-166zm233 167V539h175a831 831 0 0 1-24 167H529zm234-166h176a436 436 0 0 1-49 166H741a893 893 0 0 0 22-166zm104-285H731c-20-68-47-126-81-169a443 443 0 0 1 217 169zM350 86c-33 43-61 101-81 169H133A443 443 0 0 1 350 86zM148 765h127c20 59 45 110 75 150a442 442 0 0 1-202-150zm502 150c30-39 56-91 75-150h127a442 442 0 0 1-202 150z\"\/><\/svg><\/span><\/a><\/nav>\n<\/div>\n<aside class=\"person__role\"\/><\/div>\n<div class=\"person__bio\">\n<p>Co-Founding father of Man of Many.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<p id=\"elk-d29b6d7c-c48e-45c9-b6fc-4ff4cb5d102e\">The reason being easy. If an AI agent can do the work of ten folks, why would you pay for ten software program seats?<\/p>\n<p>A $350,000 <a data-analytics-id=\"inline-link\" href=\"https:\/\/www.techradar.com\/pro\/salesforce-crm-review\" data-url=\"https:\/\/www.techradar.com\/pro\/salesforce-crm-review\" data-hl-processed=\"none\" data-mrf-recirculation=\"inline-link\" data-before-rewrite-localise=\"https:\/\/www.techradar.com\/pro\/salesforce-crm-review\">Salesforce<\/a> contract was reportedly terminated for a custom-built various. Retool&#8217;s 2026 Construct vs. Purchase Report discovered that 35% of enterprise groups have already changed a minimum of one SaaS device with {custom} software program, and 78% plan to construct extra this yr.<\/p>\n<div id=\"slice-container-newsletterForm-articleInbodyContent-Kbqm2n3hZEF8xwuNR3tu6K\" class=\"slice-container newsletter-inbodyContent-slice newsletterForm-articleInbodyContent-Kbqm2n3hZEF8xwuNR3tu6K slice-container-newsletterForm\">\n<div data-hydrate=\"true\" class=\"newsletter-form__wrapper newsletter-form__wrapper--inbodyContent\">\n<div class=\"newsletter-form__container\">\n<section class=\"newsletter-form__top-bar\"\/>\n<section class=\"newsletter-form__main-section\">\n<p class=\"newsletter-form__strapline\">Signal as much as the TechRadar Professional publication to get all the highest information, opinion, options and steering your online business must succeed!<\/p>\n<\/section>\n<\/div>\n<\/div>\n<\/div>\n<p>I run a media firm, not a software program firm. However once I checked out what we had been paying for &#8211; and what we had been truly getting &#8211; I made a decision to cease shopping for and begin constructing.<\/p>\n<p><a id=\"elk-7bbc057c-98a2-487c-b981-9502c1806710\" class=\"paywall\" aria-hidden=\"true\"\/><\/p>\n<h2 id=\"the-problem-we-were-solving-3\">The issue we had been fixing<\/h2>\n<p id=\"elk-a6e7153b-f17b-4a3b-af0e-89729ffa3db4\">Man of Many is Australia&#8217;s largest independently owned males&#8217;s life-style writer. However we&#8217;re a small group working in an trade below existential strain.<\/p>\n<p>In the meantime, each SaaS vendor was knocking on the door with level options. One device for <a data-analytics-id=\"inline-link\" href=\"https:\/\/www.techradar.com\/news\/best-seo-tool\" data-url=\"https:\/\/www.techradar.com\/news\/best-seo-tool\" data-hl-processed=\"none\" data-mrf-recirculation=\"inline-link\" data-before-rewrite-localise=\"https:\/\/www.techradar.com\/news\/best-seo-tool\">SEO<\/a>. One other for <a data-analytics-id=\"inline-link\" href=\"https:\/\/www.techradar.com\/best\/best-social-media-management-tools\" data-url=\"https:\/\/www.techradar.com\/best\/best-social-media-management-tools\" data-hl-processed=\"none\" data-mrf-recirculation=\"inline-link\" data-before-rewrite-localise=\"https:\/\/www.techradar.com\/best\/best-social-media-management-tools\">social media<\/a> scheduling. One other for analytics. One other for <a data-analytics-id=\"inline-link\" href=\"https:\/\/www.techradar.com\/best\/the-best-crm-software\" data-url=\"https:\/\/www.techradar.com\/best\/the-best-crm-software\" data-hl-processed=\"none\" data-mrf-recirculation=\"inline-link\" data-before-rewrite-localise=\"https:\/\/www.techradar.com\/best\/the-best-crm-software\">CRM<\/a>. The typical massive enterprise now runs over 2,000 purposes, with greater than 60% not formally accredited by IT. That isn&#8217;t a tech stack. That&#8217;s device sprawl.<\/p>\n<aside data-component-name=\"Recirculation:ArticleRiver\" data-recirculation-type=\"inline\" data-mrf-recirculation=\"Trending Bar\" data-nosnippet=\"\" class=\"clear-both pb-0 pt-2 mb-4\">\n        <span class=\"&#10;            flex&#10;            after:content-[''] after:flex-1 after:ml-4 after:my-[0.7rem] after:border-t after:border-solid after:border-t-[#ccc]&#10;            before:content-[''] before:flex-1 before:mr-4 before:my-[0.7rem] before:border-t before:border-solid before:border-t-[#ccc]&#10;            font-article-heading pb-0 !text-base uppercase sm:text-sm font-bold&#10;        \"><br \/>\n            What to learn subsequent<br \/>\n        <\/span><\/p>\n<\/aside>\n<p>So as a substitute of subscribing to extra software program, I constructed an AI <a data-analytics-id=\"inline-link\" href=\"https:\/\/www.techradar.com\/news\/best-alternative-operating-systems\" data-url=\"https:\/\/www.techradar.com\/news\/best-alternative-operating-systems\" data-hl-processed=\"none\" data-mrf-recirculation=\"inline-link\" data-before-rewrite-localise=\"https:\/\/www.techradar.com\/news\/best-alternative-operating-systems\">operating system<\/a>.<\/p>\n<p><a id=\"elk-d5604f14-51d6-4aa1-ba13-bdcca1af3939\" class=\"paywall\" aria-hidden=\"true\"\/><\/p>\n<h2 id=\"what-we-built-3\">What we constructed<\/h2>\n<p id=\"elk-dc078506-bccb-4088-8c6a-e570f575cfd3\">Otto OS is an AI Chief Working Officer that runs our back-office operations via a community of specialised AI brokers. It handles editorial workflows, gross sales intelligence, aggressive evaluation, monetary reporting, content material technique, and enterprise monitoring.<\/p>\n<p>The structure follows what is named the WAT Framework &#8211; Workflows, Brokers, and Instruments (hat tip to Nate Herk) &#8211; which separates AI reasoning from deterministic execution. This separation issues as a result of when AI tries to deal with each step instantly, accuracy compounds downward. 5 steps at 90% accuracy every offer you 59% general success.<\/p>\n<p>I constructed it utilizing Claude Code as each the builder and the mind. No conventional <a data-analytics-id=\"inline-link\" href=\"https:\/\/www.techradar.com\/best\/best-linux-distro-for-developers\" data-url=\"https:\/\/www.techradar.com\/best\/best-linux-distro-for-developers\" data-hl-processed=\"none\" data-mrf-recirculation=\"inline-link\" data-before-rewrite-localise=\"https:\/\/www.techradar.com\/best\/best-linux-distro-for-developers\">developers<\/a> had been concerned. The preliminary construct took roughly every week of energetic improvement.<\/p>\n<p><a id=\"elk-143d1351-4c66-42f9-bd65-e5a8cb6f606a\" class=\"paywall\" aria-hidden=\"true\"\/><\/p>\n<h2 id=\"what-it-actually-does-3\">What it truly does<\/h2>\n<p id=\"elk-80b09093-ddc1-42e7-b9f3-e7d952db8630\">Each morning, Otto generates a briefing that pulls reside income knowledge from <a data-analytics-id=\"inline-link\" href=\"https:\/\/www.techradar.com\/tag\/google\" data-auto-tag-linker=\"true\" data-url=\"https:\/\/www.techradar.com\/tag\/google\" data-hl-processed=\"none\" data-mrf-recirculation=\"inline-link\" data-before-rewrite-localise=\"https:\/\/www.techradar.com\/tag\/google\">Google<\/a> Advert Supervisor, checks site visitors traits from GA4, scans for <a data-analytics-id=\"inline-link\" href=\"https:\/\/www.techradar.com\/tag\/seo\" data-auto-tag-linker=\"true\" data-url=\"https:\/\/www.techradar.com\/tag\/seo\" data-hl-processed=\"none\" data-mrf-recirculation=\"inline-link\" data-before-rewrite-localise=\"https:\/\/www.techradar.com\/tag\/seo\">SEO<\/a> anomalies, evaluations excellent invoices in <a data-analytics-id=\"inline-link\" href=\"https:\/\/www.techradar.com\/reviews\/xero\" data-url=\"https:\/\/www.techradar.com\/reviews\/xero\" data-hl-processed=\"none\" data-mrf-recirculation=\"inline-link\" data-before-rewrite-localise=\"https:\/\/www.techradar.com\/reviews\/xero\">Xero<\/a>, and flags something that wants human consideration. That used to require somebody logging into 5 totally different platforms and manually compiling the data.<\/p>\n<p>The safety structure makes use of a traffic-light system. Inexperienced zone: read-only entry. Amber zone: draft-only entry requiring human evaluate. Pink zone: any motion involving cash, public posting, or knowledge deletion requires express human approval each time.<\/p>\n<p><a id=\"elk-67039e39-acec-451d-8222-91a231855ad1\" class=\"paywall\" aria-hidden=\"true\"\/><\/p>\n<h2 id=\"what-i-learned-and-what-is-transferable-3\">What I discovered (and what&#8217;s transferable)<\/h2>\n<p id=\"elk-35f12d93-f81c-47bd-bfe8-65d33798ca63\"><strong>1. Map your device sprawl.<\/strong> Listing each SaaS product you pay for. Subsequent to every one, write down which 20% of its options you truly use.<\/p>\n<p><strong>2. Begin with the boring stuff.<\/strong> Reporting. Information consolidation. Standing updates. <a data-analytics-id=\"inline-link\" href=\"https:\/\/www.techradar.com\/best\/best-billing-and-invoicing-software\" data-url=\"https:\/\/www.techradar.com\/best\/best-billing-and-invoicing-software\" data-hl-processed=\"none\" data-mrf-recirculation=\"inline-link\" data-before-rewrite-localise=\"https:\/\/www.techradar.com\/best\/best-billing-and-invoicing-software\">Invoice<\/a> chasing. These are the duties the place automation delivers speedy, measurable ROI.<\/p>\n<p><strong>3. Separate considering from doing<\/strong>. Let AI deal with reasoning and orchestration. Let deterministic scripts deal with execution.<\/p>\n<p><strong>4. Use plain textual content as your database.<\/strong> Easy markdown information are the simplest reminiscence system for AI.<\/p>\n<p><strong>5. Safety is non-negotiable from day one<\/strong>. Construct the guardrails earlier than you construct the options.<\/p>\n<p><strong>6. Doc every thing as you go.<\/strong> The system ought to write its personal SOPs.<\/p>\n<p><a id=\"elk-93794aa8-d1b5-4e83-9828-a637f8f92b18\" class=\"paywall\" aria-hidden=\"true\"\/><\/p>\n<h2 id=\"the-bigger-picture-3\">The larger image<\/h2>\n<p id=\"elk-a4faf5df-ce3f-4e88-aa96-be7e9a6c30cd\">We aren&#8217;t the one writer considering this manner. Dow Jones, Enterprise Insider, and Forbes are all investing closely in inside AI programs. Reuters Institute&#8217;s 2026 predictions report discovered that 97% of publishers now think about back-end AI <a data-analytics-id=\"inline-link\" href=\"https:\/\/www.techradar.com\/pro\/best-it-automation-software\" data-url=\"https:\/\/www.techradar.com\/pro\/best-it-automation-software\" data-hl-processed=\"none\" data-mrf-recirculation=\"inline-link\" data-before-rewrite-localise=\"https:\/\/www.techradar.com\/pro\/best-it-automation-software\">automation<\/a> &#8220;essential.&#8221;<\/p>\n<p>Bain and Firm frames this as a elementary restructuring of the software program trade. Dean Shahar, who manages a 3 billion euro fund at DTCP, put it bluntly: &#8220;The SaaS world is dying. Not software program itself, however SaaS as a enterprise class.&#8221;<\/p>\n<p>For us at Man of Many, Otto OS is how a small impartial group competes in opposition to publishers with tons of of employees. It price a fraction of what we had been spending on SaaS subscriptions that underdelivered.<\/p>\n<p>The instruments to do that can be found to anybody, proper now. The query isn&#8217;t whether or not your trade will likely be disrupted by AI. It&#8217;s whether or not you may be the one constructing the system, or the one nonetheless ready on a vendor to ship the function you wanted six months in the past.<\/p>\n<p id=\"elk-90731373-ab3b-47c2-a4ef-3c32d78fc620\"><em\/><a data-analytics-id=\"inline-link\" href=\"https:\/\/www.techradar.com\/computing\/artificial-intelligence\/best-large-language-models-llms-for-coding\" data-url=\"https:\/\/www.techradar.com\/computing\/artificial-intelligence\/best-large-language-models-llms-for-coding\" data-hl-processed=\"none\" data-mrf-recirculation=\"inline-link\" data-before-rewrite-localise=\"https:\/\/www.techradar.com\/computing\/artificial-intelligence\/best-large-language-models-llms-for-coding\"><em>Check out our list of best Large Language Models (LLMs) for coding.<\/em><\/a><\/p>\n<\/div>\n<iframe data-lazy=\"true\" data-src=\"https:\/\/www.fiverr.com\/gig_widgets?id=U2FsdGVkX18x7XQvttUTrv1oEqmGNGTgvvCUiUoJ\/AP4z\/UyMz8lXGOLpu15jIMxBbTR0gmD5uBoFvhC4KWeALQRp3h\/X\/AwcVD0K8Wj9H\/ZzYKzcCNHosB9oS4SCJJFWiN85P9ICAc4OgCoE\/wHKIY7CDkf2\/DQ1vqGvk4smVe5cRDEmrLPCWi4FC8p40VUhSmWQ5udCm0zoJtorgWv3vbDQw0kKYkwn39ozAnQXDe+YvWMxkLFWA+O3TFwkJvdkIK+\/AUSnRssPKt5WHY0FhNOxnSPcLslEL4G4\/RfP95ve99U+kRnDy3X+KtzdQLY+u935ghON\/o3UE4IMv9oN6JX9RnxzL\/LRcOgnHigxStSGPKsZYtnz8RWNVT\/rOLAibqiWJadC5MYHRbekF3eg6FOGrQGkXYbsn0+a5aovnlLCbLwIqY9fcS17UX8J235iQ6cdmHNbrPeS84CMm34RA==&affiliate_id=1052423&strip_google_tagmanager=true\" loading=\"lazy\" data-with-title=\"true\" class=\"fiverr_nga_frame\" frameborder=\"0\" height=\"350\" width=\"100%\" referrerpolicy=\"no-referrer-when-downgrade\" data-mode=\"random_gigs\" onload=\" var frame = this; var script = document.createElement('script'); script.addEventListener('load', function() { window.FW_SDK.register(frame); }); script.setAttribute('src', 'https:\/\/www.fiverr.com\/gig_widgets\/sdk'); document.body.appendChild(script); \" ><\/iframe>\n<br \/><a href=\"https:\/\/www.techradar.com\/pro\/how-i-built-an-ai-operating-system-to-run-my-publishing-company\">Source link <\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>We&#8217;ve got all been there. You discover a piece of business software that appears like it should clear up every thing. The demo is polished&#8230;.<\/p>\n","protected":false},"author":1,"featured_media":120380,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[7],"tags":[],"class_list":["post-120379","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tech-universe"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>How I built an AI operating system to run my publishing company - mailinvest.blog<\/title>\n<meta name=\"description\" content=\"Technology is forever changing, and there are always new pieces of technology to replace obsolete ones. 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