{"id":4671,"date":"2025-10-24T16:18:18","date_gmt":"2025-10-24T13:18:18","guid":{"rendered":"https:\/\/blog.sailet.kz\/?p=4671"},"modified":"2025-10-24T16:18:18","modified_gmt":"2025-10-24T13:18:18","slug":"ready-made-or-custom-service","status":"publish","type":"post","link":"https:\/\/blog.sailet.kz\/en\/ready-made-or-custom-service\/","title":{"rendered":"What to choose: a ready-made service or custom AI?"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"4671\" class=\"elementor elementor-4671\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8a83f91 e-flex e-con-boxed e-con e-parent\" data-id=\"8a83f91\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6474ef5 elementor-widget elementor-widget-text-editor\" data-id=\"6474ef5\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">An honest table for business owners in Kazakhstan<\/span><\/p><p><span style=\"font-weight: 400;\">Below is the most down-to-earth comparison taking into account the realities of Kazakhstan: Kaspi\/Halyk, eGov, 1C\/Bitrix24, bilingualism (Russian\/Kazakh), data hosting requirements and limited team resources.<\/span><\/p><h3>Quick conclusion<\/h3><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Ready-made service<\/b><span style=\"font-weight: 400;\"> \u2014 when the task is standard, speed of launch is important, and budget is minimal.<\/span><span style=\"font-weight: 400;\"><br \/><br \/><\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Custom AI<\/b><span style=\"font-weight: 400;\"> \u2014 when you need precision tailored to your process\/language\/data, there are integrations available, and ROI is clear.<\/span><span style=\"font-weight: 400;\"><br \/><\/span><\/li><\/ul><h4>Honest comparison table<\/h4><table><tbody><tr><td><p><strong>Criterion<\/strong><\/p><\/td><td><p><b>Ready-made Service (SaaS)<\/b><\/p><\/td><td><p><b>Custom AI (turnkey solution)<\/b><\/p><\/td><\/tr><tr><td><p><b>Launch timeframe<\/b><\/p><\/td><td><p><span style=\"font-weight: 400;\">1\u201310 days<\/span><\/p><\/td><td><p><span style=\"font-weight: 400;\">3\u201310 weeks (MVP), 2\u20134 months until full maturity<\/span><\/p><\/td><\/tr><tr><td><p><b>Initial cost<\/b><\/p><\/td><td><p><span style=\"font-weight: 400;\">Low (subscription-based)<\/span><\/p><\/td><td><p><span style=\"font-weight: 400;\">Medium\/higher (project + integrations)<\/span><\/p><\/td><\/tr><tr><td><p><b>Monthly payments<\/b><\/p><\/td><td><p><span style=\"font-weight: 400;\">Subscription increases with number of users\/requests<\/span><\/p><\/td><td><p><span style=\"font-weight: 400;\">Low variable costs, payment for support and inference<\/span><\/p><\/td><\/tr><tr><td><p><b>Accuracy tailored to Kazakhstani context<\/b><span style=\"font-weight: 400;\"> (Russian\/Kazakh languages, names, addresses, receipts, accounting)<\/span><\/p><\/td><td><p><span style=\"font-weight: 400;\">Average: \"out-of-the-box\" often confuses Kazakh first\/middle\/last names and domain-specific terms<\/span><\/p><\/td><td><p><span style=\"font-weight: 400;\">High: fine-tuning on your data, rules, dictionaries<\/span><\/p><\/td><\/tr><tr><td><p><b>Integrations (Kaspi, Halyk, eGov, 1C, Bitrix24)<\/b><\/p><\/td><td><p><span style=\"font-weight: 400;\">Depends on ready-made connectors; non-standard solutions are difficult\/costly<\/span><\/p><\/td><td><p><span style=\"font-weight: 400;\">Any required integrations, including rare\/internal ones<\/span><\/p><\/td><\/tr><tr><td><p><b>Logic flexibility<\/b><\/p><\/td><td><p><span style=\"font-weight: 400;\">Limited by service settings<\/span><\/p><\/td><td><p><span style=\"font-weight: 400;\">Full: business rules, roles, scenarios, KPIs<\/span><\/p><\/td><\/tr><tr><td><p><b>Data\/model ownership<\/b><\/p><\/td><td><p><span style=\"font-weight: 400;\">Data stored at provider's side, export restricted<\/span><\/p><\/td><td><p><span style=\"font-weight: 400;\">\u0414\u0430\u043d\u043d\u044b\u0435 \u0438 \u043c\u043e\u0434\u0435\u043b\u0438 \u043f\u043e\u0434 \u0432\u0430\u0448\u0438\u043c \u043a\u043e\u043d\u0442\u0440\u043e\u043b\u0435\u043c (on-prem\/\u0447\u0430\u0441\u0442\u043d\u043e\u0435 \u043e\u0431\u043b\u0430\u043a\u043e)<\/span><\/p><\/td><\/tr><tr><td><p><b>Security and compliance with internal policies\/NPA<\/b><\/p><\/td><td><p><span style=\"font-weight: 400;\">Depend on the provider; not always possible to store within RK<\/span><\/p><\/td><td><p><span style=\"font-weight: 400;\">Flexible: deployment in KZ, access control, audit<\/span><\/p><\/td><\/tr><tr><td><p><b>Scalability<\/b><\/p><\/td><td><p><span style=\"font-weight: 400;\">Simple, but tariffs increase<\/span><\/p><\/td><td><p><span style=\"font-weight: 400;\">Economically scalable (pay for actual load)<\/span><\/p><\/td><\/tr><tr><td><p><b>Vendor lock-in risk<\/b><\/p><\/td><td><p><span style=\"font-weight: 400;\">High<\/span><\/p><\/td><td><p><span style=\"font-weight: 400;\">Low: code\/architecture belongs to you, possibly multi-vendor<\/span><\/p><\/td><\/tr><tr><td><p><b>Transparency of quality (metrics)<\/b><\/p><\/td><td><p><span style=\"font-weight: 400;\">Often a \"black box\"<\/span><\/p><\/td><td><p><span style=\"font-weight: 400;\">Complete: precision\/recall, WER\/CER, A\/B testing, drift monitoring<\/span><\/p><\/td><\/tr><tr><td><p><b>Type of tasks<\/b><\/p><\/td><td><p><span style=\"font-weight: 400;\">Standard: recognition of standard documents, chatbot without industry depth<\/span><\/p><\/td><td><p><span style=\"font-weight: 400;\">Industry-specific: fintech anti-fraud, local format KYC, computer vision in manufacturing, complex document workflow<\/span><\/p><\/td><\/tr><tr><td><p><b>Time-to-value<\/b><\/p><\/td><td><p><span style=\"font-weight: 400;\">Instantaneous if it fits the process<\/span><\/p><\/td><td><p><span style=\"font-weight: 400;\">4\u201312 weeks before tangible benefits, but more precise and deeper<\/span><\/p><\/td><\/tr><\/tbody><\/table><h4>When \"off-the-shelf\" wins honestly<\/h4><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Need <\/span><b>a quick pilot<\/b><span style=\"font-weight: 400;\"> \"touch AI\" without lengthy approvals.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">The task is <\/span><b>standard<\/b><span style=\"font-weight: 400;\"> (for example, an FAQ chatbot without subtle sales\/service logic).<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Minimum budget<\/b><span style=\"font-weight: 400;\">, measurable effect is not critical.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>No complex integrations needed<\/b><span style=\"font-weight: 400;\"> (Sufficient website and Telegram integration)<\/span><span style=\"font-weight: 400;\"><br \/><br \/><\/span><\/li><\/ul><h4>When Custom AI pays off better<\/h4><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Local nuances<\/b><span style=\"font-weight: 400;\">: Languages, local services, legal specifics<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Money drains into manual operations<\/b><span style=\"font-weight: 400;\">: Reconciliations, routine approvals, input errors<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Integrations are mandatory<\/b><span style=\"font-weight: 400;\">: 1C, eGov, Kaspi\/Halyk, WMS\/TMS, telephony, CRM<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Responsibility and control <\/span><b>are necessary:<\/b><span style=\"font-weight: 400;\">data storage in RK, model decision tracing<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Your uniqueness equals your competitive advantage (\"moats\")<\/b><span style=\"font-weight: 400;\"> (processes, pricing, risk thresholds) \u2192 \"off-the-shelf\" won't adjust.<\/span><span style=\"font-weight: 400;\"><br \/><br \/><\/span><\/li><\/ul><h4>Simple payback formula (without technical details)<\/h4><h3>ROI over 12 months = (Cost savings + Additional profit) - Project and ownership costs<\/h3><h5>Where:<\/h5><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Savings<\/b><span style=\"font-weight: 400;\"> = (manual work hours x rate) + (reduced errors\/fines) + (fewer returns\/defects)<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Additional Profit<\/b><span style=\"font-weight: 400;\"> = (conversion growth x margin) + (more upsell\/retention)<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Cost<\/b><span style=\"font-weight: 400;\"> = (development + integrations) + (cloud\/server) + (support).<\/span><span style=\"font-weight: 400;\"><br \/><br \/><\/span><\/li><\/ul><p><span style=\"font-weight: 400;\">Rule of simple decision-making: if expected <\/span><b>payback period \u2264 6\u20139 months<\/b><span style=\"font-weight: 400;\">,  custom AI is almost always justified.<\/span><\/p><h4>Mini calculator for business owner\u00a0<\/h4><p><span style=\"font-weight: 400;\">How many people are engaged in routine tasks? \u00d7 average rate \u00d7 hours per month = <\/span><b>Routine-related expenses<\/b><span style=\"font-weight: 400;\">.<\/span><\/p><ol><li><span style=\"font-weight: 400;\">How many errors\/fines\/losses per month? = <\/span><b>Losses<\/b><\/li><li><span style=\"font-weight: 400;\"> How many leads are lost? \u00d7 conversion \u00d7 margin = <\/span><b>Lost profits<\/b><span style=\"font-weight: 400;\">.<\/span><\/li><li><span style=\"font-weight: 400;\"> Add (1)+(2)+(3) = <\/span><b>Potential<\/b><span style=\"font-weight: 400;\">.<\/span><\/li><li><span style=\"font-weight: 400;\"> Compare Potential with the estimate of a custom project and ownership for 12 months. If Potential \u2265 2\u00d7Cost \u2014 green light.<\/span><span style=\"font-weight: 400;\"><br \/><br \/><\/span><\/li><\/ol><h3>What does the implementation path look like (seriously, but simply)?<\/h3><ol><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Discovery (1\u20132 weeks):<\/b><span style=\"font-weight: 400;\"> calculate economics, describe processes, gather requirements.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>MVP (3\u20136 weeks):<\/b><span style=\"font-weight: 400;\"> launch working prototype, integrate 1\u20132 systems, measure metrics.<\/span><span style=\"font-weight: 400;\"><br \/><br \/><\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Scaling (4\u20138 weeks):<\/b><span style=\"font-weight: 400;\"> expand use cases, automate quality control, train employees.<\/span><span style=\"font-weight: 400;\"><br \/><br \/><\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Operation:<\/b><span style=\"font-weight: 400;\"> support, reports, retraining, A\/B improvements.<\/span><span style=\"font-weight: 400;\"><br \/><br \/><\/span><\/li><\/ol><h3>FAQ (briefly)<\/h3><p><b>Is this more expensive?<\/b><span style=\"font-weight: 400;\"> At the start \u2014 yes. But ownership is often cheaper, and the impact is greater.<\/span><span style=\"font-weight: 400;\"><br \/><\/span> <b>Will we have to wait long?<\/b><span style=\"font-weight: 400;\"> \u041f\u0435\u0440\u0432\u0443\u044e \u043f\u043e\u043b\u044c\u0437\u0443 \u0434\u0430\u0451\u043c \u0432 MVP \u0447\u0435\u0440\u0435\u0437 3\u20136 \u043d\u0435\u0434\u0435\u043b\u044c.<\/span><span style=\"font-weight: 400;\"><br \/><\/span> <b>\u041d\u0443\u0436\u043d\u044b \u0441\u0432\u043e\u0438 \u0434\u0430\u0442\u0430-\u0441\u0430\u0439\u0435\u043d\u0442\u0438\u0441\u0442\u044b?<\/b><span style=\"font-weight: 400;\"> No, Sailet handles everything \"turnkey.\"<\/span><span style=\"font-weight: 400;\"><br \/><\/span> <b>Will our data leave the country?<\/b><span style=\"font-weight: 400;\"> Upon request, they remain in RK (on-premise\/private cloud).<\/span><\/p><h6>What's next?<\/h6><h4>Want to figure out what will pay off for you: ready-made solution or custom one?<\/h4><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Send us 3\u20135 sentences about your routine\/losses and a list of systems you're using (Kaspi\/Halyk\/1C\/CRM\/eGov).<\/span><span style=\"font-weight: 400;\"><br \/><br \/><\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">We'll prepare it within 48 hours <\/span><b>mini ROI assessment<\/b><span style=\"font-weight: 400;\"> and <\/span><b>MVP roadmap<\/b><span style=\"font-weight: 400;\"> for 4\u20136 weeks.<\/span><\/li><\/ul><p><span style=\"font-weight: 400;\">Contact Sailet and receive a free pre-project evaluation (up to 1 hour call + numbers table).<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ec065f6 e-flex e-con-boxed e-con e-parent\" data-id=\"ec065f6\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-bdbf25b e-con-full e-flex e-con e-child\" data-id=\"bdbf25b\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-57baf34 elementor-widget elementor-widget-spacer\" data-id=\"57baf34\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8572aed elementor-widget elementor-widget-heading\" data-id=\"8572aed\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u2726 Schedule a consultation right 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data-field-width-res-960-value=\"582\" data-fields=\"top,left,width,container,axisx,axisy,widthunits,leftunits,topunits\" data-observer-ready=\"true\">\n<div class=\"tn-atom\" data-ninja-font=\"montserrat_thin_normal_tw9ud\">and learn more about how implementing IT solutions can help your business improve.<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-de34ff8 elementor-widget elementor-widget-button\" data-id=\"de34ff8\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"#popform\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Sign Up<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c7ad150 elementor-widget elementor-widget-spacer\" data-id=\"c7ad150\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3dd379bd e-flex e-con-boxed e-con e-parent\" data-id=\"3dd379bd\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-729d1cfc elementor-widget elementor-widget-spacer\" data-id=\"729d1cfc\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div 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