{"id":143210,"date":"2026-05-21T14:24:16","date_gmt":"2026-05-21T14:24:16","guid":{"rendered":"https:\/\/sii.pl\/?post_type=event&#038;p=143210"},"modified":"2026-05-28T14:49:08","modified_gmt":"2026-05-28T14:49:08","slug":"from-demo-to-systems-you-can-trust-how-real-ai-works-in-business","status":"publish","type":"event","link":"https:\/\/sii.pl\/en\/events\/from-demo-to-systems-you-can-trust-how-real-ai-works-in-business\/","title":{"rendered":"From demo to systems you can trust: how real AI works in business"},"content":{"rendered":"\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\">\n<section class=\"wp-block-nsw-block-section nsw-section  section-84b8ba58-bfa6-420e-846f-e613027dd1fd\" id=\"\"><style type=\"text\/css\">.section-84b8ba58-bfa6-420e-846f-e613027dd1fd { padding-top:21px;padding-bottom:21px; }\n     \t\t\t\t\t @media screen and (max-width: 991px) { .section-84b8ba58-bfa6-420e-846f-e613027dd1fd {  } }<\/style>\n<div class=\"wp-block-sii-nsw-container container container-70244858-ab96-4d0f-b3ea-e27faa29990a\"><style type=\"text\/css\">.container-70244858-ab96-4d0f-b3ea-e27faa29990a {  }\n                         @media screen and (max-width: 991px) { .container-70244858-ab96-4d0f-b3ea-e27faa29990a {  } }<\/style>\n<p class=\"has-nsw-p-5-font-size\"><strong>Technologie i narz\u0119dzia<\/strong><\/p>\n\n\n\n<div style=\"height:8px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<ul class=\"nsw-o-chips-group  d-flex flex-wrap\">\n                        <li class=\"nsw-o-chips-group__item\">\n                <span class=\"nsw-a-chips -rectangle -natural\">\n\n        AI\n            <\/span>\n            <\/li>\n                                <li class=\"nsw-o-chips-group__item\">\n                <span class=\"nsw-a-chips -rectangle -natural\">\n\n        Sii Ukraine\n            <\/span>\n            <\/li>\n                                <li class=\"nsw-o-chips-group__item\">\n                <span class=\"nsw-a-chips -rectangle -natural\">\n\n        Agentic AI\n            <\/span>\n            <\/li>\n            <\/ul><\/div>\n<\/section>\n\n\n\n<section class=\"wp-block-nsw-block-section nsw-section  section-96d19f83-fdf2-4995-9ee0-27a55ef3fc7b\" id=\"\"><style type=\"text\/css\">.section-96d19f83-fdf2-4995-9ee0-27a55ef3fc7b { padding-top:40px; }\n     \t\t\t\t\t @media screen and (max-width: 991px) { .section-96d19f83-fdf2-4995-9ee0-27a55ef3fc7b { padding-top:10px; } }<\/style>\n<div class=\"wp-block-sii-nsw-container container container-15e04cd1-b76d-4658-ac6f-a3c80847431a\"><style type=\"text\/css\">.container-15e04cd1-b76d-4658-ac6f-a3c80847431a {  }\n                         @media screen and (max-width: 991px) { .container-15e04cd1-b76d-4658-ac6f-a3c80847431a {  } }<\/style>\n<div class=\"wp-block-sii-nsw-header container\"><style type=\"text\/css\">.header-58f819ea-09b4-49cd-951f-34f490d5ef6a .nsw-m-title-block__title, .header-58f819ea-09b4-49cd-951f-34f490d5ef6a .nsw-m-title-block__subtitle {  }\n                         @media screen and (max-width: 991px) { .header-58f819ea-09b4-49cd-951f-34f490d5ef6a .nsw-m-title-block__title, .header-58f819ea-09b4-49cd-951f-34f490d5ef6a .nsw-m-title-block__subtitle {  } }<\/style><header class=\"nsw-header nsw-m-title-block  header-58f819ea-09b4-49cd-951f-34f490d5ef6a -h2 -t2 -at0\"><span class=\"nsw-m-title-block__above-title \"><\/span><h2 class=\"nsw-m-title-block__title \"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-nswc-gradient-color\">Artificial Intelligence is rapidly evolving from a simple assistant into a system capable of executing tasks, coordinating workflows, and supporting operational processes with minimal human intervention.<\/mark><\/h2><p class=\"nsw-m-title-block__subtitle \"><\/p><\/header><\/div>\n\n\n\n<div style=\"height:60px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"has-nsw-p-2-font-size\">During this webinar, we will explore what truly separates AI demos from production-ready AI agents <strong>\u2013<\/strong> and what organizations need to build systems they can actually trust in real business environments.<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"has-nsw-p-2-font-size\">The session is designed for tech leads, product owners, and operations managers in companies ready to move beyond experimentation.<\/p>\n\n\n\n<div style=\"height:38px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"has-nsw-p-2-font-size\">We will discuss how modern AI agents are built, how they interact with business systems and users, and why orchestration, memory, evaluation, and reliability are becoming critical components of enterprise AI adoption.<\/p>\n\n\n\n<div style=\"height:37px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"has-nsw-p-2-font-size\">You will also see real-world examples of AI deployments across IT operations, compliance, and customer communication <strong>\u2013<\/strong> including measurable business impact such as:<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<ul class=\"wp-block-list is-style-checked-gradient has-nsw-p-2-font-size\">\n<li>70% reduction in service desk operational costs<\/li>\n\n\n\n<li>30% increase in workflow throughput<\/li>\n\n\n\n<li>94% of compliance breaches detected autonomously<\/li>\n<\/ul>\n\n\n\n<div style=\"height:45px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"has-nsw-p-2-font-size\">We will also openly address the biggest challenge organizations face today: the gap between an impressive AI demo and a production system that can safely operate overnight without supervision <strong>\u2013<\/strong> and show practical approaches to closing that gap.<\/p>\n\n\n\n<p class=\"has-nsw-p-2-font-size\">The event includes 45 minutes of presentation followed by a live Q&amp;A session. The webinar will be recorded and shared after the event.<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-sii-nsw-header container\"><style type=\"text\/css\">.header-33f3e1d7-d591-4b7f-b2b3-6ab672827cf8 .nsw-m-title-block__title, .header-33f3e1d7-d591-4b7f-b2b3-6ab672827cf8 .nsw-m-title-block__subtitle {  }\n                         @media screen and (max-width: 991px) { .header-33f3e1d7-d591-4b7f-b2b3-6ab672827cf8 .nsw-m-title-block__title, .header-33f3e1d7-d591-4b7f-b2b3-6ab672827cf8 .nsw-m-title-block__subtitle {  } }<\/style><header class=\"nsw-header nsw-m-title-block  header-33f3e1d7-d591-4b7f-b2b3-6ab672827cf8 -h3 -t2 -at0\"><span class=\"nsw-m-title-block__above-title \"><\/span><h2 class=\"nsw-m-title-block__title \"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-nswc-gradient-color\"><strong><br><br>Why join?<br><\/strong><\/mark><\/h2><p class=\"nsw-m-title-block__subtitle \"><\/p><\/header><\/div>\n\n\n\n<ul class=\"wp-block-list is-style-checked-gradient has-nsw-p-2-font-size\">\n<li>Understand the difference between AI chatbots and production-grade AI agents<\/li>\n\n\n\n<li>Learn how autonomous workflows are designed and evaluated in enterprise environments<\/li>\n\n\n\n<li>Discover practical use cases already delivering measurable business results<\/li>\n\n\n\n<li>Find out how to select the right first AI initiative for your organization<\/li>\n\n\n\n<li>Learn how to scale AI adoption responsibly and build organizational trust<\/li>\n<\/ul>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n<\/section>\n\n\n\n<section class=\"wp-block-nsw-block-section nsw-section  section-1b1b5d12-222c-4cb4-8176-00f472c65a1e\" id=\"\"><style type=\"text\/css\">.section-1b1b5d12-222c-4cb4-8176-00f472c65a1e { padding-top:50px;padding-bottom:0px; }\n     \t\t\t\t\t @media screen and (max-width: 991px) { .section-1b1b5d12-222c-4cb4-8176-00f472c65a1e { padding-top:25px;padding-bottom:35px; } }<\/style>\n<div class=\"wp-block-sii-nsw-header container\"><style type=\"text\/css\">.header-11db190d-c2de-48f4-918e-3c792a41fb47 .nsw-m-title-block__title, .header-11db190d-c2de-48f4-918e-3c792a41fb47 .nsw-m-title-block__subtitle {  }\n                         @media screen and (max-width: 991px) { .header-11db190d-c2de-48f4-918e-3c792a41fb47 .nsw-m-title-block__title, .header-11db190d-c2de-48f4-918e-3c792a41fb47 .nsw-m-title-block__subtitle {  } }<\/style><header class=\"nsw-header nsw-m-title-block  header-11db190d-c2de-48f4-918e-3c792a41fb47 -h3 -t2 -at0\"><span class=\"nsw-m-title-block__above-title \"><\/span><h2 class=\"nsw-m-title-block__title \"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-nswc-gradient-color\"><strong>Agenda: <\/strong><\/mark><\/h2><p class=\"nsw-m-title-block__subtitle \"><\/p><\/header><\/div>\n\n\n\n<div class=\"wp-block-sii-nsw-container container container-1af9ca04-ebe2-4762-b7b0-26593e38937a\"><style type=\"text\/css\">.container-1af9ca04-ebe2-4762-b7b0-26593e38937a { margin-top:16px; }\n                         @media screen and (max-width: 991px) { .container-1af9ca04-ebe2-4762-b7b0-26593e38937a { margin-top:18px; } }<\/style>\n<p><\/p>\n\n\n\n<ul class=\"wp-block-list is-style-checked-gradient has-nsw-p-2-font-size\">\n<li>What separates an AI agent from a chatbot <strong>\u2013<\/strong> and why the difference matters in practice<\/li>\n\n\n\n<li>How production-ready agents are built: orchestration, memory, tools, and evaluation<\/li>\n\n\n\n<li>Real deployments across IT service desk, contract compliance, and customer communication<\/li>\n\n\n\n<li>What typically goes wrong between demo and production <strong>\u2013<\/strong> and how to design around it<\/li>\n\n\n\n<li>How to choose the right first use case and build trust before moving toward autonomous systems<\/li>\n\n\n\n<li>Live Q&amp;A session<\/li>\n<\/ul>\n<\/div>\n<\/section>\n\n\n\n<section class=\"wp-block-nsw-block-section nsw-section  section-0d683375-4702-49c5-b7b1-ef84ad4bb4be\" id=\"\"><style type=\"text\/css\">.section-0d683375-4702-49c5-b7b1-ef84ad4bb4be { padding-top:60px; }\n     \t\t\t\t\t @media screen and (max-width: 991px) { .section-0d683375-4702-49c5-b7b1-ef84ad4bb4be { padding-top:40px; } }<\/style>\n<div class=\"wp-block-sii-nsw-header container\"><style type=\"text\/css\">.header-865f265b-cb1f-4c1d-9ff8-6ae9be18c0f9 .nsw-m-title-block__title, .header-865f265b-cb1f-4c1d-9ff8-6ae9be18c0f9 .nsw-m-title-block__subtitle {  }\n                         @media screen and (max-width: 991px) { .header-865f265b-cb1f-4c1d-9ff8-6ae9be18c0f9 .nsw-m-title-block__title, .header-865f265b-cb1f-4c1d-9ff8-6ae9be18c0f9 .nsw-m-title-block__subtitle {  } }<\/style><header class=\"nsw-header nsw-m-title-block  header-865f265b-cb1f-4c1d-9ff8-6ae9be18c0f9 -h3 -t2 -at0\"><span class=\"nsw-m-title-block__above-title \"><\/span><h2 class=\"nsw-m-title-block__title \"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-nswc-gradient-color\"><strong>Speaker:<\/strong><\/mark><\/h2><p class=\"nsw-m-title-block__subtitle \"><\/p><\/header><\/div>\n\n\n\n<div class=\"wp-block-sii-nsw-container container container-24e05d26-fade-454b-9c99-cdef40280d9a\"><style type=\"text\/css\">.container-24e05d26-fade-454b-9c99-cdef40280d9a { margin-top:40px; }\n                         @media screen and (max-width: 991px) { .container-24e05d26-fade-454b-9c99-cdef40280d9a { margin-top:26px; } }<\/style><div class=\"nsw-o-event-speakers -full-width\">\n    <div class=\"nsw-o-event-speakers__row d-flex flex-wrap\">\n                    <div class=\"nsw-o-event-speakers__speaker mb-4 d-flex flex-lg-row flex-column \">\n                                    <div class=\"nsw-o-event-speakers__image\">\n                        <img decoding=\"async\" src=\"https:\/\/sii.pl\/wp-content\/uploads\/2026\/05\/expert.jpg\" alt=\"\">\n                    <\/div>\n                                <div class=\"nsw-o-event-speakers__info u-background-color-nswc-natural-100 d-flex flex-column justify-content-between\">\n                    <div>\n                                                    <h3 class=\"nsw-o-event-speakers__name\">Maksym Titov<\/h3>\n                                                                            <p class=\"has-nsw-p-3-font-size mb-2 pb-1\">Software Engineer<\/p>\n                                                                            <p class=\"has-nsw-p-3-font-size u-color-nswc-grey-600\">A machine learning engineer with over 6 years of experience who turns fragile AI concepts into rock-solid enterprise solutions. He has been observing the evolution of generative AI since its very inception. Maksym knows how to harness large language models (LLMs) and has deep experience with RAG (retrieval-augmented generation), query engineering, and the architecture of autonomous agent interactions. He specializes in implementing AI into real-world processes, cloud architecture, and MLOps. A staunch pragmatist: he sincerely believes that the ideal system is based on simple solutions and does not require human intervention once it is up and running.<\/p>\n                                            <\/div>\n                    <div>\n                                            <\/div>\n                <\/div>\n            <\/div>\n\n            <\/div>\n<\/div>\n\n\n<\/div>\n<\/section>\n\n\n\n<section class=\"wp-block-nsw-block-section nsw-section  section-4c436a98-4ea9-4725-83a0-da31f9cea237 u-hidden-on-mobile\" id=\"\"><style type=\"text\/css\">.section-4c436a98-4ea9-4725-83a0-da31f9cea237 { padding-top:30px;padding-bottom:50px; }\n     \t\t\t\t\t @media screen and (max-width: 991px) { .section-4c436a98-4ea9-4725-83a0-da31f9cea237 {  } }<\/style>\n<div class=\"wp-block-sii-nsw-container container container-75d47cc1-8cd1-4452-85f6-dfc042780b26\"><style type=\"text\/css\">.container-75d47cc1-8cd1-4452-85f6-dfc042780b26 {  }\n                         @media screen and (max-width: 991px) { .container-75d47cc1-8cd1-4452-85f6-dfc042780b26 {  } }<\/style><\/div>\n<\/section>\n\n\n<style>\n    .editor-styles-wrapper .nsw-m-event-card-info a:hover{\n       text-decoration: none;\n    }\n<\/style>\n\n        <section class=\"nsw-section u-background-color-invert u-top-padding-80 u-bottom-padding-120 u-mobile-top-padding-40 u-mobile-bottom-padding-40 js-search-ads\">\n        <div class=\"container -nsw-container\">\n                        <div class=\"d-flex align-items-center justify-content-between -u-bottom-positive-45 u-mobile-bottom-positive-4\">\n                <div class=\"nsw-m-title-block -h1 -p1 -has-title-margin-bottom-0 -uppercase -has-title-mark-color-gradient-main\">\n                                <h2 class=\"nsw-m-title-block__title\" ><mark>LATEST EVENTS<\/mark><\/h2>\n                <\/div>            <\/div>\n                            <div class=\"nsw-o-slider -more-events js-slider js-slider-show_2 js-slider-show-tablet_2 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10.1358 22.75 12V14Z\"\/>\n    <path d=\"M21.5 8.25C21.9142 8.25 22.25 8.58579 22.25 9C22.25 9.41421 21.9142 9.75 21.5 9.75H2.5C2.08579 9.75 1.75 9.41421 1.75 9C1.75 8.58579 2.08579 8.25 2.5 8.25H21.5ZM6.25 4V2.5C6.25 2.08579 6.58579 1.75 7 1.75C7.41421 1.75 7.75 2.08579 7.75 2.5V4C7.75 4.41421 7.41421 4.75 7 4.75C6.58579 4.75 6.25 4.41421 6.25 4ZM16.25 4V2.5C16.25 2.08579 16.5858 1.75 17 1.75C17.4142 1.75 17.75 2.08579 17.75 2.5V4C17.75 4.41421 17.4142 4.75 17 4.75C16.5858 4.75 16.25 4.41421 16.25 4Z\"\/>\n    <path d=\"M18 17C18 17.2652 17.8946 17.5196 17.7071 17.7071C17.5196 17.8946 17.2652 18 17 18C16.7348 18 16.4804 17.8946 16.2929 17.7071C16.1054 17.5196 16 17.2652 16 17C16 16.7348 16.1054 16.4804 16.2929 16.2929C16.4804 16.1054 16.7348 16 17 16C17.2652 16 17.5196 16.1054 17.7071 16.2929C17.8946 16.4804 18 16.7348 18 17ZM18 13C18 13.2652 17.8946 13.5196 17.7071 13.7071C17.5196 13.8946 17.2652 14 17 14C16.7348 14 16.4804 13.8946 16.2929 13.7071C16.1054 13.5196 16 13.2652 16 13C16 12.7348 16.1054 12.4804 16.2929 12.2929C16.4804 12.1054 16.7348 12 17 12C17.2652 12 17.5196 12.1054 17.7071 12.2929C17.8946 12.4804 18 12.7348 18 13ZM13 17C13 17.2652 12.8946 17.5196 12.7071 17.7071C12.5196 17.8946 12.2652 18 12 18C11.7348 18 11.4804 17.8946 11.2929 17.7071C11.1054 17.5196 11 17.2652 11 17C11 16.7348 11.1054 16.4804 11.2929 16.2929C11.4804 16.1054 11.7348 16 12 16C12.2652 16 12.5196 16.1054 12.7071 16.2929C12.8946 16.4804 13 16.7348 13 17ZM13 13C13 13.2652 12.8946 13.5196 12.7071 13.7071C12.5196 13.8946 12.2652 14 12 14C11.7348 14 11.4804 13.8946 11.2929 13.7071C11.1054 13.5196 11 13.2652 11 13C11 12.7348 11.1054 12.4804 11.2929 12.2929C11.4804 12.1054 11.7348 12 12 12C12.2652 12 12.5196 12.1054 12.7071 12.2929C12.8946 12.4804 13 12.7348 13 13ZM8 17C8 17.2652 7.89464 17.5196 7.70711 17.7071C7.51957 17.8946 7.26522 18 7 18C6.73478 18 6.48043 17.8946 6.29289 17.7071C6.10536 17.5196 6 17.2652 6 17C6 16.7348 6.10536 16.4804 6.29289 16.2929C6.48043 16.1054 6.73478 16 7 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