{"id":485,"date":"2026-01-25T13:47:46","date_gmt":"2026-01-25T13:47:46","guid":{"rendered":"https:\/\/ffrydrychowski.pl\/automatyzacje\/"},"modified":"2026-02-20T17:53:00","modified_gmt":"2026-02-20T17:53:00","slug":"automatyzacje","status":"publish","type":"page","link":"https:\/\/ffrydrychowski.pl\/en\/automatyzacje\/","title":{"rendered":"Automations"},"content":{"rendered":"

Automations<\/strong><\/h2><\/div>\n\n\n\n
<\/div>\n\n\n\n
<\/div>\n\n\n\n

Core<\/h1><\/div><\/div><\/div><\/div>\n\n\n\n
<\/div>\n\n\n\n
<\/div>\n\n\n\n
\n
\n
\n
\n
\n
\"\"<\/figure><\/div>\n<\/div>\n\n\n\n

Impulse<\/h2><\/div><\/div><\/div><\/div>\n\n\n\n

Downloading a launch batch (trigger). The system accepts raw data in any format: voice memo, product photo or PDF file, converting it into a digital payload.<\/h2>\n<\/div>\n\n\n\n
<\/div>\n\n\n\n
\n
\n
\"\"<\/figure><\/div>\n<\/div>\n\n\n\n

Transfer<\/h2><\/div><\/div><\/div><\/div>\n\n\n\n

Secure data migration. Establish encrypted connection (Handshake) and transfer JSON packets between your local environment and external API. Near-zero latency.<\/h2>\n<\/div>\n\n\n\n
<\/div>\n\n\n\n
\n
\n
\"\"<\/figure><\/div>\n<\/div>\n\n\n\n

Process<\/h2><\/div><\/div><\/div><\/div>\n\n\n\n

Business logic execution. LLM models (GPT-4o) process the batch: they structure the information, generate HTML code and optimize the content for the given technical parameters.<\/h2>\n<\/div>\n\n\n\n
<\/div>\n\n\n\n
\n
\n
\"\"<\/figure><\/div>\n<\/div>\n\n\n\n

Control<\/h2><\/div><\/div><\/div><\/div>\n\n\n\n

Quality Assurance (QA) Verification. The process stops at the Human-in-the-loop<\/em>. The operator receives a notification and access to the editing panel to authorize the result before deployment.<\/h2>\n<\/div>\n\n\n\n
<\/div>\n\n\n\n
\n
\n
\"\"<\/figure><\/div>\n<\/div>\n\n\n\n

Effect<\/h2><\/div><\/div><\/div><\/div>\n\n\n\n

Deployment to Production. Once approved, the system makes a POST request to your CMS or CRM, publishing a formatted, finished resource visible to the end customer.<\/h2>\n<\/div>\n<\/div>\n\n\n\n
<\/div>\n<\/div>\n\n\n

Example Automations<\/span><\/h2>\n\n\n
\n
\n

In line with the philosophy of Man-in-the-loop<\/strong><\/em>, I build solutions that take care of time-consuming activities, leaving you room for control and final adjustment. Instead of fixing processes, you simply manage them, confident that the technology provides a foundation that only requires your 'yes\u2019<\/h2>\n<\/div>\n\n\n\n
\n
\n

In line with the philosophy of Man-in-the-loop<\/strong><\/em>, I build solutions that take care of time-consuming activities, leaving you room for control and final adjustment. Instead of fixing processes, you simply manage them, confident that the technology provides a foundation that only requires your 'yes\u2019<\/h2>\n<\/div>\n<\/div>\n\n\n\n
<\/div>\n\n\n\n
<\/div>\n\n\n\n
\n
\n
\"\"<\/div><\/div><\/div><\/div><\/div>

Newsletter on Autopilot<\/h2>

The system itself searches for the topic, writes and sends the Newsletter<\/p>

Check Details<\/span><\/div><\/div><\/a><\/div>\n<\/div>\n\n\n\n
\n
\"\"<\/div><\/div><\/div><\/div><\/div>

Product Descriptions and SEO<\/h2>

creates unique, salesy descriptions and makes sure Google likes them.<\/p>

Check Details<\/span><\/div><\/div><\/a><\/div>\n<\/div>\n\n\n\n
\n
\"\"<\/div><\/div><\/div><\/div><\/div>

Smart Greeting <\/h2>

The system sends a welcome message <\/p>

Check Details<\/span><\/div><\/div><\/a><\/div>\n<\/div>\n\n\n\n
\n
\"\"<\/div><\/div><\/div><\/div><\/div>

AI Customer Agent<\/strong> (Chatbot)<\/em><\/h2>

Handling inquiries 24\/7, product knowledge base, escalation to human.<\/p>

Check Details<\/span><\/div><\/div><\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n
<\/div>\n\n\n\n
\n
\n

Newsletter On Autopilot<\/h2><\/div>\n\n\n\n
\n
\n
<\/div>\n\n\n\n

Assortment Monitoring<\/strong> Every Friday morning, the system automatically scans your store. It checks the database to pick out products that have been on offer in the last 7 days.<\/h2>\n\n\n\n


Research and Context<\/strong> Instead of a dry offer, the system searches the Web for high-profile topics and news stories in your industry. It then \u201econnects the dots,\u201d looking for a point of connection between your new product and what the Internet is currently alive with (known as a \"news story\"). Trend Jacking<\/em>).<\/h2>\n\n\n\n


Content Creation (AI)<\/strong> Artificial Intelligence writes an engaging article that seamlessly transitions from trivia to product presentation. The system formats the text, adds photos and \u201eBuy Now\u201d buttons, preparing a finished newsletter.<\/h2>\n\n\n\n


Verification (Man-in-the-loop)<\/strong> Key moment. The system doesn't send anything blind. You get a notification at Telegram<\/strong> With content preview and two buttons: \u201eSend\u201d<\/em> or \u201eImprove\u201d<\/em>.<\/h2>\n\n\n\n


Distribution<\/strong> Only after your click on the phone does the newsletter reach the inboxes of thousands of customers. The whole operation takes you 15 seconds - as long as it takes to read the notification.<\/h2>\n<\/div>\n\n\n\n
\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t
\n\t\t\t\t\n\t\t\t\t\t\n\t\t\t\t\t\n\t\t\t\t\t\"\"\n\t\t\t\t<\/picture>\n\t\t\t\t
<\/div>\n\t\t\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\tImposition of amendments\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t
\n\t\t\t\t\t\t\t
\n\t\t\t\t\n\t\t\t\t\t\n\t\t\t\t\t\n\t\t\t\t\t\"\"\n\t\t\t\t<\/picture>\n\t\t\t\t
<\/div>\n\t\t\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\tCommunication with the Bot\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t
\n\t\t\t\t\t\t\t
\n\t\t\t\t\n\t\t\t\t\t\n\t\t\t\t\t\n\t\t\t\t\t\"\"\n\t\t\t\t<\/picture>\n\t\t\t\t
<\/div>\n\t\t\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\tCorrected answer\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t
\n\t\t\t\t\t\t\t
\n\t\t\t\t\n\t\t\t\t\t\n\t\t\t\t\t\n\t\t\t\t\t\"\"\n\t\t\t\t<\/picture>\n\t\t\t\t
<\/div>\n\t\t\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\tInitial response\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n<\/div>\n<\/div>\n\n\n\n
<\/div>\n\n\n\n
<\/div>\n\n\n\n
\n

Product Descriptions and SEO <\/h2><\/div>\n\n\n\n
\n
\n
<\/div>\n\n\n\n

Startup Signal (Webhook)<\/strong> Wystarczy, \u017ce w swoim sklepie dodasz produkt, podaj\u0105c tylko jego tytu\u0142 i zdj\u0119cie. W momencie zapisu, Tw\u00f3j sklep wysy\u0142a „cichy sygna\u0142” (webhook) do systemu automatyzacji. Proces rusza w tle, bez Twojego udzia\u0142u.<\/h2>\n\n\n\n

Analiza Wizualna (AI Vision)<\/strong> System nie potrzebuje opis\u00f3w od producenta. Sztuczna inteligencja „patrzy” na przes\u0142ane zdj\u0119cie produktu. Rozpoznaje kolory, materia\u0142y, fason czy detale techniczne, wyci\u0105gaj\u0105c z obrazka wi\u0119cej danych ni\u017c znajduje si\u0119 w nazwie.<\/h2>\n\n\n\n

Generowanie Tre\u015bci i SEO<\/strong> Na podstawie tego, co AI zobaczy\u0142o na zdj\u0119ciu i przeczyta\u0142o w tytule, powstaje unikalny, sprzeda\u017cowy opis. System automatycznie tworzy te\u017c meta-tagi<\/strong> (tytu\u0142 i opis dla Google), dbaj\u0105c o pozycjonowanie Twojego sklepu.<\/h2>\n\n\n\n

Aktualizacja (API)<\/strong> To fina\u0142 operacji. System \u0142\u0105czy si\u0119 z powrotem z Twoim sklepem i uzupe\u0142nia brakuj\u0105ce pola. Pusty „szkic” produktu zamienia si\u0119 w pe\u0142ni uzupe\u0142nion\u0105, gotow\u0105 do sprzeda\u017cy kart\u0119 towaru.<\/h2>\n<\/div>\n\n\n\n
\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t
\n\t\t\t\t\n\t\t\t\t\t\n\t\t\t\t\t\n\t\t\t\t\t\"\"\n\t\t\t\t<\/picture>\n\t\t\t\t
<\/div>\n\t\t\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\tInformacje, kt\u00f3re dodaj\u0119 r\u0119cznie\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t
\n\t\t\t\t\t\t\t
\n\t\t\t\t\n\t\t\t\t\t\n\t\t\t\t\t\n\t\t\t\t\t\"\"\n\t\t\t\t<\/picture>\n\t\t\t\t
<\/div>\n\t\t\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\tefekt r\u0119czny \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t
\n\t\t\t\t\t\t\t
\n\t\t\t\t\n\t\t\t\t\t\n\t\t\t\t\t\n\t\t\t\t\t\"\"\n\t\t\t\t<\/picture>\n\t\t\t\t
<\/div>\n\t\t\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\tefekt po automatyzacji\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n<\/div>\n<\/div>\n\n\n\n
<\/div>\n\n\n\n
<\/div>\n\n\n\n
\n

Chatbot<\/h2><\/div>\n\n\n\n
\n
\n
<\/div>\n\n\n\n

Integracja z Baz\u0105 (RAG)<\/strong> Bot nie zgaduje. Jest bezpo\u015brednio podpi\u0119ty pod „m\u00f3zg” Twojego sklepu. Zna pe\u0142n\u0105 specyfikacj\u0119 ka\u017cdego produktu, stany magazynowe oraz Twoje regulaminy (zwroty, wysy\u0142ka).<\/h2>\n\n\n\n

Stra\u017cnik Fakt\u00f3w (Anti-Hallucination)<\/strong> Zaimplementowali\u015bmy sztywne „bariery bezpiecze\u0144stwa”. System jest skonfigurowany tak, aby porusza\u0142 si\u0119 wy\u0142\u0105cznie w obr\u0119bie dostarczonych informacji. Dzi\u0119ki temu nie ma ryzyka, \u017ce AI zmy\u015bli nieistniej\u0105c\u0105 funkcj\u0119 produktu lub „odpowie g\u0142upio” na pytanie niezwi\u0105zane z ofert\u0105.<\/h2>\n\n\n\n

Uczciwo\u015b\u0107 Systemu<\/strong> Je\u015bli bot napotka pytanie, na kt\u00f3re nie ma odpowiedzi w Twojej bazie, nie pr\u00f3buje improwizowa\u0107. Zamiast wprowadza\u0107 klienta w b\u0142\u0105d, uczciwie informuje, \u017ce nie zna odpowiedzi i sugeruje kontakt z cz\u0142owiekiem. To buduje zaufanie.<\/h2>\n\n\n\n

Dost\u0119pno\u015b\u0107 (Widget)<\/strong> Klient nie musi szuka\u0107 kontaktu. Asystent jest dost\u0119pny bezpo\u015brednio na stronie, w rogu ekranu, gotowy do natychmiastowej rozmowy o asortymencie \u2013 24 godziny na dob\u0119.<\/h2>\n<\/div>\n\n\n\n
\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t
\n\t\t\t\t\n\t\t\t\t\t\n\t\t\t\t\t\n\t\t\t\t\t\"\"\n\t\t\t\t<\/picture>\n\t\t\t\t
<\/div>\n\t\t\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t
\n\t\t\t\t\t\t\t
\n\t\t\t\t\n\t\t\t\t\t\n\t\t\t\t\t\n\t\t\t\t\t\"\"\n\t\t\t\t<\/picture>\n\t\t\t\t
<\/div>\n\t\t\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n<\/div>\n<\/div>\n\n\n\n
<\/div>\n\n\n\n
<\/div>\n\n\n\n
\n

Smart Greeting <\/h2><\/div>\n\n\n\n
\n
\n

Akwizycja Leada (Trigger)<\/strong> Wszystko zaczyna si\u0119 od popupu lub formularza na stronie Burtowo. W momencie, gdy odwiedzaj\u0105cy wpisuje sw\u00f3j adres e-mail, system automatyzacji „\u0142apie” ten sygna\u0142 w u\u0142amku sekundy.<\/h2>\n\n\n\n

Zero Op\u00f3\u017anie\u0144 (Real-Time)<\/strong> Kluczem jest czas. Klient nie czeka na „r\u0119czne” zatwierdzenie. System natychmiast przetwarza dane, zapisuje subskrybenta w CRM i nadaje mu odpowiedni status (np. „Nowy – czeka na kod”).<\/h2>\n\n\n\n

Dystrybucja Warto\u015bci<\/strong> Automat generuje wiadomo\u015b\u0107 powitaln\u0105. W jej tre\u015bci zaszyty jest unikalny kod promocyjny. E-mail l\u0105duje w skrzynce odbiorczej klienta dok\u0142adnie w momencie, gdy ten jeszcze przegl\u0105da Twoj\u0105 stron\u0119.<\/h2>\n\n\n\n

P\u0119tla Sprzeda\u017cowa<\/strong> To nie jest zwyk\u0142e „Cze\u015b\u0107”. To narz\u0119dzie konwersji. Klient otrzymuje konkretn\u0105 korzy\u015b\u0107 (rabat) tu i teraz, co drastycznie zwi\u0119ksza szans\u0119, \u017ce wr\u00f3ci do koszyka i sfinalizuje zakup w ci\u0105gu tej samej sesji.<\/h2>\n<\/div>\n\n\n\n
\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t
\n\t\t\t\t\n\t\t\t\t\t\n\t\t\t\t\t\n\t\t\t\t\t\"\"\n\t\t\t\t<\/picture>\n\t\t\t\t
<\/div>\n\t\t\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t
\n\t\t\t\t\t\t\t
\n\t\t\t\t\n\t\t\t\t\t\n\t\t\t\t\t\n\t\t\t\t\t\"\"\n\t\t\t\t<\/picture>\n\t\t\t\t
<\/div>\n\t\t\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n<\/div>","protected":false},"excerpt":{"rendered":"

Automatyzacje Pobranie wsadu startowego (trigger). System akceptuje surowe dane w dowolnym formacie: notatka g\u0142osowa, zdj\u0119cie produktu lub plik PDF, zamieniaj\u0105c je na cyfrowy payload. Bezpieczna migracja danych. Nawi\u0105zanie szyfrowanego po\u0142\u0105czenia (Handshake) i przesy\u0142 pakiet\u00f3w JSON mi\u0119dzy Twoim \u015brodowiskiem lokalnym a zewn\u0119trznym API. Op\u00f3\u017anienie bliskie zeru. Egzekucja logiki biznesowej. Modele LLM (GPT-4o) przetwarzaj\u0105 wsad: strukturyzuj\u0105 informacje, […]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_gspb_post_css":"@import url(https:\/\/fonts.googleapis.com\/css?family=Montserrat);#gspb_heading-id-gsbp-cce09b9{font-weight:400;font-family:Montserrat,sans-serif;font-size:100px;line-height:150px;text-align:center!important;background-image:linear-gradient(63deg,#976565 1%,#f11 86%);-webkit-background-clip:text;-webkit-text-fill-color:transparent}#gspb_heading-id-gsbp-cce09b9 .gsap-g-line{text-align:center!important}","inline_featured_image":false,"_uag_custom_page_level_css":"","footnotes":""},"class_list":["post-485","page","type-page","status-publish","hentry"],"uagb_featured_image_src":{"full":false,"thumbnail":false,"medium":false,"medium_large":false,"large":false,"1536x1536":false,"2048x2048":false,"trp-custom-language-flag":false},"uagb_author_info":{"display_name":"admin","author_link":"https:\/\/ffrydrychowski.pl\/en\/author\/admin\/"},"uagb_comment_info":0,"uagb_excerpt":"Automatyzacje Pobranie wsadu startowego (trigger). System akceptuje surowe dane w dowolnym formacie: notatka g\u0142osowa, zdj\u0119cie produktu lub plik PDF, zamieniaj\u0105c je na cyfrowy payload. Bezpieczna migracja danych. Nawi\u0105zanie szyfrowanego po\u0142\u0105czenia (Handshake) i przesy\u0142 pakiet\u00f3w JSON mi\u0119dzy Twoim \u015brodowiskiem lokalnym a zewn\u0119trznym API. Op\u00f3\u017anienie bliskie zeru. Egzekucja logiki biznesowej. Modele LLM (GPT-4o) przetwarzaj\u0105 wsad: strukturyzuj\u0105 informacje,…","_links":{"self":[{"href":"https:\/\/ffrydrychowski.pl\/en\/wp-json\/wp\/v2\/pages\/485","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ffrydrychowski.pl\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/ffrydrychowski.pl\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/ffrydrychowski.pl\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ffrydrychowski.pl\/en\/wp-json\/wp\/v2\/comments?post=485"}],"version-history":[{"count":190,"href":"https:\/\/ffrydrychowski.pl\/en\/wp-json\/wp\/v2\/pages\/485\/revisions"}],"predecessor-version":[{"id":1185,"href":"https:\/\/ffrydrychowski.pl\/en\/wp-json\/wp\/v2\/pages\/485\/revisions\/1185"}],"wp:attachment":[{"href":"https:\/\/ffrydrychowski.pl\/en\/wp-json\/wp\/v2\/media?parent=485"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}