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Nitorilta ovat alusta asti olleet mukana kokeneet ohjelmistoarkkitehtimme ","nodeType":"text"},{"data":{},"marks":[{"type":"bold"}],"value":"Markku Rontu","nodeType":"text"},{"data":{},"marks":[],"value":" ja ","nodeType":"text"},{"data":{},"marks":[{"type":"bold"}],"value":"Joel Kaasinen","nodeType":"text"},{"data":{},"marks":[],"value":", joille sekä Clojure että avoin lähdekoodi merkitsevät paljon.","nodeType":"text"}],"nodeType":"paragraph"},{"data":{},"content":[{"data":{},"marks":[{"type":"italic"}],"value":"“Julkisten järjestelmien on mielestäni tärkeää olla avointa lähdekoodia. On myös hienoa päästä näyttämään esimerkkiä laajasta Clojurella tehdystä järjestelmästä sekä auttaa muita kehittämällä avoimen lähdekoodin komponentteja. Monesta muusta modernista kielestä poiketen Clojure on rakennettu alunperin raskaaseen tuotantokäyttöön ja soveltuu tämän kaltaisen systeemin ohjelmointiin hyvin“, kertoo Markku.","nodeType":"text"}],"nodeType":"paragraph"},{"data":{},"content":[{"data":{},"marks":[],"value":"REMS sisältää käyttöliittymän, jolla käyttölupahakemus kiertää hakijalta hyväksyttäväksi aineiston omistajalle tai hänen edustajalleen. Lisäksi se tarjoaa laajan rajapinnan, joka jakaa hakemusten ja myönnettyjen käyttöoikeuksien tiedot sekä toimii integraatiopisteenä muihin luvitus- tai käsittelyjärjestelmiin. REMS on joustavasti sovellettavissa vastaamaan sitä käyttävän organisaation tarpeisiin. Järjestelmää hyödyntää esimerkiksi tietolupaviranomainen Findata sekä Terveyden- ja hyvinvoinnin laitoksen (THL) biopankki.","nodeType":"text"}],"nodeType":"paragraph"},{"data":{},"content":[{"data":{},"marks":[],"value":"Ketterällä tiimillä toteutettu ratkaisu mukautuu eri käyttäjien tarpeisiin","nodeType":"text"}],"nodeType":"heading-3"},{"data":{},"content":[{"data":{},"marks":[],"value":"CSC:n ja Nitorin intohimoisesti Clojureen suhtautuvat asiantuntijat rakensivat yhdessä järjestelmän, joka muokkautuu eri käyttäjäorganisaatioiden tarpeisiin. Uuden järjestelmän soveltuvuus validoitiin proof-of-concept -toteutuksella, jonka päälle on rakennettu pala kerrallaan uusia ominaisuuksia käyttäjäorganisaatioiden tarpeiden mukaan. Ensimmäisenä REMSin otti käyttöön ","nodeType":"text"},{"data":{"uri":"https://www.kielipankki.fi/"},"content":[{"data":{},"marks":[],"value":"Kielipankki","nodeType":"text"}],"nodeType":"hyperlink"},{"data":{},"marks":[],"value":", jossa järjestelmä on ollut tuotannossa vuodesta 2018.","nodeType":"text"}],"nodeType":"paragraph"},{"data":{},"content":[{"data":{},"marks":[{"type":"italic"}],"value":"“Uudet käyttäjäorganisaatiot tuovat aina uusia tarpeita järjestelmälle, mikä voi olla isokin haaste. Projektiimme onkin mahtunut muutama laaja uudelleenkirjoitus, kuten esimerkiksi käsittelymallin merkittävä yksinkertaistaminen. Puhdas funktionaalinen koodi, automaattisten testien hyvä kattavuus sekä Clojure-kielen ilmaisuvoima ovat kuitenkin pitäneet koodimassan kurissa”, Markku kertoo.","nodeType":"text"}],"nodeType":"paragraph"},{"data":{},"content":[{"data":{},"marks":[],"value":"Jo vuodesta 2017 REMS-järjestelmän toimittajana ollut Nitor voitti kilpailutuksen järjestelmän jatkokehityksestä myös vuosille 2020 – 2022. Keväällä 2020 alkanut etätyösuositus ei hidastanut ketterin periaattein toimivaa tiimiä.","nodeType":"text"}],"nodeType":"paragraph"},{"data":{},"content":[{"data":{},"marks":[{"type":"italic"}],"value":"“Projektin onnistuminen on lähes aina toimivan tiimityön tulosta. Olemme esimerkiksi toimineet alusta lähtien etätiiminä CSC-kehittäjien kanssa. Se sopii hyvin avoimen lähdekoodin projektiin ja on tietenkin helpottanut yleistä siirtymistä etätyöhön. Lisäksi kokonaisuuden hallintaan ja uusien tarpeiden sovittamiseen tarvitaan hyvää tuoteohjausta, josta kuuluu iso kiitos CSC tuoteomistajille. Jatkuva oppiminenkin on olennaista – sattumoisin myös teknologiavalintamme tapahtui alunperin Joelin pitämän Clojure-ohjelmointikurssin käyneen tuoteomistajan innoittamana!","nodeType":"text"},{"data":{},"marks":[],"value":"“, Markku kertoo.\n","nodeType":"text"}],"nodeType":"paragraph"}],"nodeType":"document"},"tag":[{"sys":{"space":{"sys":{"type":"Link","linkType":"Space","id":"w58q9wcmirx2"}},"id":"5F8fHrCXlNSv6hSxYjD48V","type":"Entry","createdAt":"2020-06-29T11:43:04.392Z","updatedAt":"2020-06-29T11:43:04.392Z","environment":{"sys":{"id":"master","type":"Link","linkType":"Environment"}},"revision":1,"contentType":{"sys":{"type":"Link","linkType":"ContentType","id":"tag"}},"locale":"fi-FI"},"fields":{"name":"Teknologia","slug":"teknologia"}},{"sys":{"space":{"sys":{"type":"Link","linkType":"Space","id":"w58q9wcmirx2"}},"id":"5HTv9i74HOKm9TRD9m8GDu","type":"Entry","createdAt":"2020-06-29T11:44:04.874Z","updatedAt":"2020-06-29T11:44:04.874Z","environment":{"sys":{"id":"master","type":"Link","linkType":"Environment"}},"revision":1,"contentType":{"sys":{"type":"Link","linkType":"ContentType","id":"tag"}},"locale":"fi-FI"},"fields":{"name":"Uutiset","slug":"uutiset"}}],"slug":"tieteen-tietotekniikan-keskuksen-ja-nitorin-kehittama-rems-jarjestelma-auttaa-tutkijoita-tyossaan","publishDate":"2020-08-20","showRelatedArticles":true}},{"sys":{"space":{"sys":{"type":"Link","linkType":"Space","id":"w58q9wcmirx2"}},"id":"42YMVYO76Jx4qNct4V86V1","type":"Entry","createdAt":"2020-11-27T17:30:46.555Z","updatedAt":"2020-12-09T08:54:30.831Z","environment":{"sys":{"id":"master","type":"Link","linkType":"Environment"}},"revision":3,"contentType":{"sys":{"type":"Link","linkType":"ContentType","id":"article"}},"locale":"fi-FI"},"fields":{"lang":["en","fi"],"title":"Providing Business Value with Data Science at Finnair: The Five-Step Model","mainImage":{"sys":{"space":{"sys":{"type":"Link","linkType":"Space","id":"w58q9wcmirx2"}},"id":"VYijgbOjloAoQfD3OWxgL","type":"Asset","createdAt":"2020-11-27T15:39:00.761Z","updatedAt":"2020-11-27T16:26:38.909Z","environment":{"sys":{"id":"master","type":"Link","linkType":"Environment"}},"revision":2,"locale":"fi-FI"},"fields":{"title":"FIN_Airbus_A330_high_Resolution_jpg_79.jpg","description":"Photo: Finnair, 3D Aviation / Ole Wind Andersen","file":{"url":"//images.ctfassets.net/w58q9wcmirx2/VYijgbOjloAoQfD3OWxgL/db6912fc523018fbebccb72a8531f55d/FIN_Airbus_A330_high_Resolution_jpg_79.jpg","details":{"size":926226,"image":{"width":1985,"height":1197}},"fileName":"FIN Airbus A330 high Resolution jpg_79.jpg","contentType":"image/jpeg"}}},"lead":{"data":{},"content":[{"data":{},"content":[{"data":{},"marks":[],"value":"We had the opportunity of improving Finnair's Operational Analytics efforts with Data Science. In this blog post, we'll walk you through the five key steps we took to ensure the best possible outcome.","nodeType":"text"}],"nodeType":"paragraph"}],"nodeType":"document"},"text":{"data":{},"content":[{"data":{},"content":[{"data":{},"marks":[],"value":"Airline operations are complex. Keeping flights in schedule, rerouting passengers who missed their connections, and in general, reacting to unexpected events are just some problems Operations Controllers must deal with, while considering factors such as weather conditions, travel restrictions, and crew availability. In managing operations, airlines make numerous decisions every day, the outcomes of which may depend on each other and which can have ripple effects on many flights. For example, delaying a flight to wait for connecting passengers may cause the aircraft to arrive late on its return flight, possibly leading to other passengers missing their connecting flights.","nodeType":"text"}],"nodeType":"paragraph"},{"data":{},"content":[{"data":{},"marks":[],"value":"Such effects depend on many factors, such as the passenger makeup of all affected flights, which makes it difficult to weigh their importance in decision making. Consequently, coarse, heuristic models have traditionally been applied, which can simplify the problem but also suffer from biases, leading to suboptimal decisions. In today's competitive market, in order for airlines to provide the best quality of service, it's increasingly important to take full advantage of their data assets in operational decision making.","nodeType":"text"}],"nodeType":"paragraph"},{"data":{},"content":[{"data":{},"marks":[],"value":"Recently, we had an opportunity to do Data Science work with Finnair, focusing on their Operational Analytics efforts. Our work resulted in mathematical models and software tools, the use of which significantly improved customer experience, improved workflows in the Operations Control Center, and resulted in remarkable cost savings. In this blog post, we describe the five main steps that contributed to the success of our journey with Finnair.","nodeType":"text"}],"nodeType":"paragraph"},{"data":{},"content":[{"data":{},"marks":[],"value":"","nodeType":"text"}],"nodeType":"paragraph"},{"data":{},"content":[{"data":{},"marks":[],"value":"1. Identifying the Problem","nodeType":"text"}],"nodeType":"heading-2"},{"data":{},"content":[{"data":{},"marks":[],"value":"Working at an airline of Finnair's scale is, for a Data Scientist, like a dream come true: the data is plentiful and well organized, and there are seemingly endless optimization problems to solve. Of course, as for any mature industry, many of the fundamental problems are already solved. Thus, when we started our work, the first questions were: what problems we can solve, and what problems should we solve utilizing the customer's data assets to create as much value as possible, in terms of both financial and customer success.","nodeType":"text"}],"nodeType":"paragraph"},{"data":{},"content":[{"data":{},"marks":[],"value":"When starting a project, our goal as consultants is to understand the challenges the customer is facing. Thus, it's natural to begin by workshopping with the customer's domain experts. In this phase, focus is the key: real-life situations always consist of many interacting variables, and the amount of details can be daunting. Filtering out irrelevant characteristics of the problem and striving to simplify a possible solution will pay off in the form of better results, faster.","nodeType":"text"}],"nodeType":"paragraph"},{"data":{},"content":[{"data":{},"marks":[],"value":"When we entered Finnair, a high-level list of important business problems had already been collected in internal workshops. Together, we prioritized this list and considered potential solutions in more detail. We quickly identified that the most useful starting point would be a mathematical model of the passengers' journeys end-to-end, to replace less accurate, higher-level indicators that were used previously. This would allow us to paint a clearer picture of upcoming and ongoing flights, leading to easier and more informed decision-making.","nodeType":"text"}],"nodeType":"paragraph"},{"data":{},"content":[{"data":{},"marks":[],"value":"","nodeType":"text"}],"nodeType":"paragraph"},{"data":{},"content":[{"data":{},"marks":[],"value":"2. Getting the First Version Out","nodeType":"text"}],"nodeType":"heading-2"},{"data":{},"content":[{"data":{},"marks":[],"value":"After choosing the first problem to tackle, we set out to build a Minimum Viable Product (MVP). In software, an MVP is an application with as few features as possible to satisfy users.The goal is that after release, new features will be added in response to feedback from users. By contrast, in a Data Science product, an MVP can also involve including simplifying assumptions in a model. The idea is that it's easier to engage stakeholders in a feedback loop when they can interact with the results and validate them against their own domain knowledge. The model can then be made more complex in response to feedback, if it turns out to be inadequate.","nodeType":"text"}],"nodeType":"paragraph"},{"data":{},"content":[{"data":{},"marks":[],"value":"When starting to work on the MVP, a lot of subtle technical and data-related aspects need to be clarified with the customer. Typical questions addressed in this phase include, for instance, what are the right data sources to be used when solving the problem, and how the varying data sources need to be combined, cleaned and pre-processed for further modeling efforts. Diving into the data, formulating and validating assumptions of the models, and fleshing out initial solution designs makes it clear if the planned approach will work. From the customer’s point of view, this phase validates that the link between domain knowledge and the data is correctly interpreted and verifies that results produced by the model seem reasonable. Often, this phase also produces secondary business value as it can, for example, reveal deficiencies in data quality and clarify some aspects of existing business processes.","nodeType":"text"}],"nodeType":"paragraph"},{"data":{},"content":[{"data":{},"marks":[],"value":"In our work with Finnair, there was a great deal of domain knowledge to digest in the first few weeks in particular. Luckily, we were able to work closely together with their helpful and extremely knowledgeable staff, and we managed to have an MVP, a Python application periodically running the model and an R Shiny visualization, running in two months.","nodeType":"text"}],"nodeType":"paragraph"},{"data":{},"content":[{"data":{},"marks":[],"value":"","nodeType":"text"}],"nodeType":"paragraph"},{"data":{},"content":[{"data":{},"marks":[],"value":"3. Gathering Feedback and Iterative Development of the Model","nodeType":"text"}],"nodeType":"heading-2"},{"data":{},"content":[{"data":{},"marks":[],"value":"After the MVP was running, we started gathering feedback from the customer domain experts and stakeholders. From this feedback, it became clear where further development efforts should be concentrated.","nodeType":"text"}],"nodeType":"paragraph"},{"data":{},"content":[{"data":{},"marks":[],"value":"Some key insights from this process were:","nodeType":"text"}],"nodeType":"paragraph"},{"data":{},"content":[{"data":{},"content":[{"data":{},"content":[{"data":{},"marks":[],"value":"For users to be engaged and provide feedback, the user experience needs to be smooth, and there needs to be a clear feedback channel.","nodeType":"text"}],"nodeType":"paragraph"}],"nodeType":"list-item"},{"data":{},"content":[{"data":{},"content":[{"data":{},"marks":[],"value":"In order for expert users to trust a model, they need transparency over what goes in and what comes out.","nodeType":"text"}],"nodeType":"paragraph"}],"nodeType":"list-item"}],"nodeType":"unordered-list"},{"data":{},"content":[{"data":{},"marks":[],"value":"While iterative development continues after this initial MVP stage, the initial iteration is crucial as it improves the application holistically and makes it more robust for the next phase. For instance, with Finnair, the iterative development led into leaving out some irrelevant features in the user interfaces of the applications while at the same time including other features that were initially not seen important. End users also spotted several exceptional cases that were not handled correctly by the initial models, which led to improving them further.","nodeType":"text"}],"nodeType":"paragraph"},{"data":{},"content":[{"data":{},"marks":[],"value":"","nodeType":"text"}],"nodeType":"paragraph"},{"data":{},"content":[{"data":{},"marks":[],"value":"4. Evolution into a “Production-Ready” Application","nodeType":"text"}],"nodeType":"heading-2"},{"data":{},"content":[{"data":{},"marks":[],"value":"After the application was iterated on and validated through initial feedback, it started to be ready for wider adoption. By following good software design practices from the beginning, transitioning from the MVP into a production application was seamless. To achieve this, some key points we followed were:","nodeType":"text"}],"nodeType":"paragraph"},{"data":{},"content":[{"data":{},"content":[{"data":{},"content":[{"data":{},"marks":[],"value":"Portability: in Python, for example, using virtual environments or containers ensures that the code works when deployed in different environments (e.g. moving from development to staging).","nodeType":"text"}],"nodeType":"paragraph"}],"nodeType":"list-item"},{"data":{},"content":[{"data":{},"content":[{"data":{},"marks":[],"value":"Maintainability: writing modular code makes it easy to make modifications and switch out dependencies when required; following best practices of software version control helps keep track of changes and is useful in debugging.","nodeType":"text"}],"nodeType":"paragraph"}],"nodeType":"list-item"},{"data":{},"content":[{"data":{},"content":[{"data":{},"marks":[],"value":"Performance: in data-intensive applications, designing code to be performant from the start helps keep the development feedback loop fast. In near-real-time applications like ours, it is also crucial to ensure that adding complexity to models doesn't degrade performance significantly. Luckily, Data Science-oriented software libraries like Pandas are written with performance in mind, so it's often enough to follow best practices.","nodeType":"text"}],"nodeType":"paragraph"}],"nodeType":"list-item"},{"data":{},"content":[{"data":{},"content":[{"data":{},"marks":[],"value":"Customer's needs: it is important to select tools that the customer is invested in; common reporting tools for results, and programming languages that are commonly used in the organization (e.g., with Finnair, it was deemed better to transition to a reporting tool widely used in the organization for presenting results instead of the initial custom tools developed).","nodeType":"text"}],"nodeType":"paragraph"}],"nodeType":"list-item"},{"data":{},"content":[{"data":{},"content":[{"data":{},"marks":[],"value":"Monitoring and security have to be considered thoroughly.","nodeType":"text"}],"nodeType":"paragraph"}],"nodeType":"list-item"}],"nodeType":"unordered-list"},{"data":{},"content":[{"data":{},"marks":[],"value":"In our project, we were in the \"production ready\" stage in about five months, which is when it was introduced to a larger group of users. At this stage, we dropped the custom dashboard built in the MVP, and delivered results in Finnair's internal Business Intelligence environment; this had two main benefits:","nodeType":"text"}],"nodeType":"paragraph"},{"data":{},"content":[{"data":{},"content":[{"data":{},"content":[{"data":{},"marks":[],"value":"it was already familiar to the users, so adoption was frictionless, and ","nodeType":"text"}],"nodeType":"paragraph"}],"nodeType":"list-item"},{"data":{},"content":[{"data":{},"content":[{"data":{},"marks":[],"value":"managing user access became trivial. ","nodeType":"text"}],"nodeType":"paragraph"}],"nodeType":"list-item"}],"nodeType":"ordered-list"},{"data":{},"content":[{"data":{},"marks":[],"value":"All in all, the transition to a wider user base was surprisingly smooth, although the amount of feedback naturally increased remarkably. Thus, we introduced some custom forms for collecting and storing feedback, which significantly improved the feedback loop.","nodeType":"text"}],"nodeType":"paragraph"},{"data":{},"content":[{"data":{},"marks":[],"value":"","nodeType":"text"}],"nodeType":"paragraph"},{"data":{},"content":[{"data":{},"marks":[],"value":"5. A Suite of Further Applications","nodeType":"text"}],"nodeType":"heading-2"},{"data":{},"content":[{"data":{},"marks":[],"value":"At this point, we had a mathematical model of the core business. While still being iteratively developed, it was mature enough to yield more accurate insight than previous solutions. Having selected the initial problem carefully, we knew that the core model created opportunities for a suite of other tools and optimization processes to further improve the efficiency of business operations. Thus, together with Finnair, we planned several new MVPs that would build on this model. There were two motivations for moving forward with multiple applications: on the one hand, we wanted to quickly create more value where it was possible; and on the other hand, we wanted to lay out clarified directions for Finnair’s operational analytics by exploring the application space and validating our ideas.","nodeType":"text"}],"nodeType":"paragraph"},{"data":{},"content":[{"data":{},"marks":[],"value":"The suite of applications developed was adopted to daily operational use smoothly, which was supported by training sessions for the end users as well as an on-going gathering of feedback. Sharing information about the tools for the organization and quickly incorporating improvement suggestions to the models enabled the inclusion of key people in the development efforts and fast extraction of value from the tools. This resulted in increased customer satisfaction as well as significant cost savings at Finnair. In conclusion, the five-step data science process described in this blog post has proven to be a valuable guideline as Finnair’s operational analytics area continues to evolve.","nodeType":"text"}],"nodeType":"paragraph"}],"nodeType":"document"},"authors":[{"sys":{"space":{"sys":{"type":"Link","linkType":"Space","id":"w58q9wcmirx2"}},"id":"4HggeauRL52hsDHWlMCn2O","type":"Entry","createdAt":"2020-11-27T17:24:31.401Z","updatedAt":"2020-11-27T17:24:31.401Z","environment":{"sys":{"id":"master","type":"Link","linkType":"Environment"}},"revision":1,"contentType":{"sys":{"type":"Link","linkType":"ContentType","id":"person"}},"locale":"fi-FI"},"fields":{"name":"Eero Lihavainen","jobTitle":"Data Scientist","description":{"data":{},"content":[{"data":{},"content":[{"data":{},"marks":[],"value":"","nodeType":"text"},{"data":{"uri":"https://www.linkedin.com/in/eero-lihavainen-b1706a121/"},"content":[{"data":{},"marks":[],"value":"Eero Lihavainen","nodeType":"text"}],"nodeType":"hyperlink"},{"data":{},"marks":[],"value":" is a full stack Data Scientist who strives to combine strong theoretical foundations with software engineering best practices in his work. When not digging into a dataset, designing a statistical model or deploying data infrastructure in the cloud, he can spend hours tweaking sounds on a synthesizer.","nodeType":"text"}],"nodeType":"paragraph"}],"nodeType":"document"},"mainImage":{"sys":{"space":{"sys":{"type":"Link","linkType":"Space","id":"w58q9wcmirx2"}},"id":"7soS9c1MmczJEzc9nBBpUq","type":"Asset","createdAt":"2020-11-27T17:07:59.498Z","updatedAt":"2020-11-27T17:07:59.498Z","environment":{"sys":{"id":"master","type":"Link","linkType":"Environment"}},"revision":1,"locale":"fi-FI"},"fields":{"title":"Eero Lihavainen profile blue cropped","file":{"url":"//images.ctfassets.net/w58q9wcmirx2/7soS9c1MmczJEzc9nBBpUq/2eb274917d9178c1a1702688e8af7d89/Eero_Lihavainen_profile_blue_cropped.jpg","details":{"size":2261361,"image":{"width":2000,"height":2000}},"fileName":"Eero_Lihavainen_profile_blue_cropped.jpg","contentType":"image/jpeg"}}}}},{"sys":{"space":{"sys":{"type":"Link","linkType":"Space","id":"w58q9wcmirx2"}},"id":"iKEqPnBKEPjrqSX3JHA0f","type":"Entry","createdAt":"2020-11-27T17:25:40.744Z","updatedAt":"2020-11-27T17:25:40.744Z","environment":{"sys":{"id":"master","type":"Link","linkType":"Environment"}},"revision":1,"contentType":{"sys":{"type":"Link","linkType":"ContentType","id":"person"}},"locale":"fi-FI"},"fields":{"name":"Jukka Toivanen","jobTitle":"Senior Data Scientist","description":{"data":{},"content":[{"data":{},"content":[{"data":{},"marks":[],"value":"","nodeType":"text"},{"data":{"uri":"https://www.linkedin.com/in/jukka-toivanen-aa357b64/"},"content":[{"data":{},"marks":[],"value":"Jukka Toivanen","nodeType":"text"}],"nodeType":"hyperlink"},{"data":{},"marks":[],"value":" is a Data Scientist whose interests lie in using scientific methodology, mathematics/statistics and machine learning to solve practical problems and gain insight from data. In his spare time he likes running, reading books, and making music.\n","nodeType":"text"}],"nodeType":"paragraph"}],"nodeType":"document"},"mainImage":{"sys":{"space":{"sys":{"type":"Link","linkType":"Space","id":"w58q9wcmirx2"}},"id":"4YM9CNQtT4U2pb2771Ciey","type":"Asset","createdAt":"2020-11-27T17:11:29.451Z","updatedAt":"2020-11-27T17:11:29.451Z","environment":{"sys":{"id":"master","type":"Link","linkType":"Environment"}},"revision":1,"locale":"fi-FI"},"fields":{"title":"Jukka Toivanen profile blue cropped","file":{"url":"//images.ctfassets.net/w58q9wcmirx2/4YM9CNQtT4U2pb2771Ciey/dd984b131c7f8000fdc068286b9bd7e0/Jukka_Toivanen_profile_blue_cropped.jpg","details":{"size":1357499,"image":{"width":2000,"height":2000}},"fileName":"Jukka_Toivanen_profile_blue_cropped.jpg","contentType":"image/jpeg"}}}}}],"tag":[{"sys":{"space":{"sys":{"type":"Link","linkType":"Space","id":"w58q9wcmirx2"}},"id":"2dQLj8osKori0q3pY8NTmn","type":"Entry","createdAt":"2020-10-28T20:52:06.201Z","updatedAt":"2020-10-28T20:52:06.202Z","environment":{"sys":{"id":"master","type":"Link","linkType":"Environment"}},"revision":1,"contentType":{"sys":{"type":"Link","linkType":"ContentType","id":"tag"}},"locale":"fi-FI"},"fields":{"name":"Analytiikka","slug":"analytiikka"}},{"sys":{"space":{"sys":{"type":"Link","linkType":"Space","id":"w58q9wcmirx2"}},"id":"iY71G8CapJD5T1JhAK1hR","type":"Entry","createdAt":"2020-06-29T11:43:59.640Z","updatedAt":"2020-06-29T11:43:59.640Z","environment":{"sys":{"id":"master","type":"Link","linkType":"Environment"}},"revision":1,"contentType":{"sys":{"type":"Link","linkType":"ContentType","id":"tag"}},"locale":"fi-FI"},"fields":{"name":"Liiketoiminta","slug":"liiketoiminta"}}],"slug":"providing-business-value-with-data-science-at-finnair-the-five-step-model","publishDate":"2020-11-23","showRelatedArticles":true}},{"sys":{"space":{"sys":{"type":"Link","linkType":"Space","id":"w58q9wcmirx2"}},"id":"AQGwiAE4IokbqbG6bzXjG","type":"Entry","createdAt":"2020-12-09T10:07:08.678Z","updatedAt":"2020-12-17T15:48:26.319Z","environment":{"sys":{"id":"master","type":"Link","linkType":"Environment"}},"revision":2,"contentType":{"sys":{"type":"Link","linkType":"ContentType","id":"article"}},"locale":"fi-FI"},"fields":{"lang":["fi","en"],"title":"Nitor kehittää opintojen ydinjärjestelmää Sisua","mainImage":{"sys":{"space":{"sys":{"type":"Link","linkType":"Space","id":"w58q9wcmirx2"}},"id":"HpC6xwP5n3wleW5QrSqtP1","type":"Asset","createdAt":"2020-11-27T17:03:45.722Z","updatedAt":"2020-12-09T10:04:34.291Z","environment":{"sys":{"id":"master","type":"Link","linkType":"Environment"}},"revision":2,"locale":"fi-FI"},"fields":{"title":"A picture of a brick wall","description":"Sisu","file":{"url":"//images.ctfassets.net/w58q9wcmirx2/HpC6xwP5n3wleW5QrSqtP1/7dc2a6a8afde3f7daa30b3fef2a811d6/jaakko-kemppainen-EPG6z0iNG5M-unsplash.jpg","details":{"size":503341,"image":{"width":2000,"height":1125}},"fileName":"jaakko-kemppainen-EPG6z0iNG5M-unsplash.jpg","contentType":"image/jpeg"}}},"lead":{"data":{},"content":[{"data":{},"content":[{"data":{},"marks":[],"value":"Nitor kehittää opintohallinnon Sisu-tietojärjestelmää yhdessä opiskelun ja opetuksen palveluita korkeakouluille tarjoavan Funidatan kanssa. 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Olen ylpeä, että saimme näin laajan järjestelmän onnistuneesti asiakkaamme käyttöön verrattain lyhyessä ajassa.","marks":[],"data":{}}],"data":{}}],"data":{}},{"nodeType":"paragraph","content":[{"nodeType":"text","value":"Toni Tapper, ","marks":[{"type":"bold"}],"data":{}},{"nodeType":"text","value":"Senior Solution Architect, Polaris","marks":[],"data":{}}],"data":{}}]}}},{"sys":{"space":{"sys":{"type":"Link","linkType":"Space","id":"w58q9wcmirx2"}},"id":"4aJHAVQT8I1H5IUxOOBwov","type":"Entry","createdAt":"2020-12-17T08:00:59.142Z","updatedAt":"2020-12-17T08:00:59.142Z","environment":{"sys":{"id":"master","type":"Link","linkType":"Environment"}},"revision":1,"contentType":{"sys":{"type":"Link","linkType":"ContentType","id":"keyDataBlock"}},"locale":"fi-FI"},"fields":{"name":"Finnair Polaris Key Data","keyData":[]}},{"sys":{"space":{"sys":{"type":"Link","linkType":"Space","id":"w58q9wcmirx2"}},"id":"1IOfx6o3BloYsmtNhjTock","type":"Entry","createdAt":"2020-12-17T08:37:57.149Z","updatedAt":"2020-12-17T08:49:37.689Z","environment":{"sys":{"id":"master","type":"Link","linkType":"Environment"}},"revision":5,"contentType":{"sys":{"type":"Link","linkType":"ContentType","id":"imageAndTextBlock"}},"locale":"fi-FI"},"fields":{"name":"Finnair Polaris Solution","title":"Uusi järjestelmä toteutettiin kestävillä ja innovatiivisilla ratkaisuilla","text":{"nodeType":"document","data":{},"content":[{"nodeType":"paragraph","content":[{"nodeType":"text","value":"Kustannustehokkaat teknologiat laskivat kuluja\n","marks":[{"type":"bold"}],"data":{}},{"nodeType":"text","value":"Polariksen myötä Finnair otti käyttöön uusia ajanmukaisia teknologioita. Uudessa järjestelmässä tilan läpinäkyvyys ja ylläpidettävyys paranivat huomattavasti, ja Finnair saattoi ottaa jatkokehityksen sekä ylläpidon vastuulleen. Polaris on rakennettu nykypäivän ajattelutavalla Amazon Web Services -pilveen hyödyntäen Serverless ja Managed Services -palveluita. Infrastruktuurin ylläpidosta vastaa AWS. Ratkaisun ansiosta myös kulut laskivat, sillä ne muodostuvat käytön mukaan.","marks":[],"data":{}}],"data":{}},{"nodeType":"paragraph","content":[{"nodeType":"text","value":"Aluksi varmistettiin arkkitehtuurin sopivuus\n","marks":[{"type":"bold"}],"data":{}},{"nodeType":"text","value":"Proof of Concept -vaiheen toteutuksessa tehtiin alustavia teknologiavalintoja ja varmistettiin valitun arkkitehtuurin sopivuus. Valintoihin palattiin projektin aikana muun muassa ottamalla käyttöön oikea RDS-tietokanta (Aurora RDS, PostgreSQL, jsonb, GIN indexing) DynamoDB-dokumenttikannan sijaan.","marks":[],"data":{}}],"data":{}},{"nodeType":"paragraph","content":[{"nodeType":"text","value":"Versioivan kannan avulla jokaisen muutoksen vaikutukset ovat seurattavissa\n","marks":[{"type":"bold"}],"data":{}},{"nodeType":"text","value":"Järjestelmä päätettiin toteuttaa siten, että minkään suoritusvaiheen yksittäinen ongelma ei vaikuta kokonaisuuden toimimiseen. Tämä johti Lambdalla toteutettujen loogisten suoritusvaiheiden erottamiseen toisistaan SQS-jonojen kautta, joita luetaan kunkin sanoman käsittelemiseen erikoistuneilla Lambda-funktioilla. Järjestelmän tila toteutettiin versioivaan tietokantaan, jonka avulla jokaisen yksittäisen muutoksen vaikutukset voidaan nähdä myöhemmin.","marks":[],"data":{}}],"data":{}},{"nodeType":"paragraph","content":[{"nodeType":"text","value":"Kullekin vastaanottajalle välitetään vain relevantit päivitykset\n","marks":[{"type":"bold"}],"data":{}},{"nodeType":"text","value":"Polariksen tapahtumapohjaista rajapintaa ohjaamaan toteutettiin Apachen Kafka-järjestelmän periaatteita vastaava publish/subscribe-malli, jossa kunkin vastaanottajan tila ylläpidetään erikseen tietokannassa. Toteutus tehtiin Lambda-funktioita hyödyntäen, joten kokonaisuus sai lempinimen Lafka. Järjestelmä kykenee erottelemaan kaikki muutokset hienojakoisesti ja välittämään vastaanottajille vain niitä kiinnostavia päivityksiä.","marks":[],"data":{}}],"data":{}},{"nodeType":"paragraph","content":[{"nodeType":"text","value":"Monitoroinnin avulla häiriöihin on helppo puuttua\n","marks":[{"type":"bold"}],"data":{}},{"nodeType":"text","value":"Polarikseen toteutettiin myös kattavat järjestelmän tilan monitoroinnin mahdollistavat dashboardit sekä relevantit hälytykset muun muassa tietovirtojen anomalioiden tunnistamiseen sekä teknisten ja sisällöllisten häiriötilanteiden esiin nostamiseen.","marks":[],"data":{}}],"data":{}}]}}},{"sys":{"space":{"sys":{"type":"Link","linkType":"Space","id":"w58q9wcmirx2"}},"id":"4OnRjCVJzV3QiS7XpJVwvv","type":"Entry","createdAt":"2020-12-17T09:53:53.979Z","updatedAt":"2020-12-17T09:53:53.979Z","environment":{"sys":{"id":"master","type":"Link","linkType":"Environment"}},"revision":1,"contentType":{"sys":{"type":"Link","linkType":"ContentType","id":"imageBlock"}},"locale":"fi-FI"},"fields":{"name":"Finnair Pilots","image":{"sys":{"space":{"sys":{"type":"Link","linkType":"Space","id":"w58q9wcmirx2"}},"id":"2KH6fojVdsSgreH133BC2r","type":"Asset","createdAt":"2020-12-17T09:53:48.977Z","updatedAt":"2020-12-17T10:10:43.147Z","environment":{"sys":{"id":"master","type":"Link","linkType":"Environment"}},"revision":2,"locale":"fi-FI"},"fields":{"title":"Finnair Pilots","file":{"url":"//images.ctfassets.net/w58q9wcmirx2/2KH6fojVdsSgreH133BC2r/45b289ab3bce6daa9a8757922ca896f1/Finnair_A350_cockpit_pilots_2.jpg","details":{"size":2246142,"image":{"width":3200,"height":2132}},"fileName":"Finnair_A350_cockpit_pilots_2.jpg","contentType":"image/jpeg"}}}}},{"sys":{"space":{"sys":{"type":"Link","linkType":"Space","id":"w58q9wcmirx2"}},"id":"77mvjUWTuqXFLZrIEO9rwx","type":"Entry","createdAt":"2020-12-17T08:44:09.317Z","updatedAt":"2020-12-17T09:11:30.788Z","environment":{"sys":{"id":"master","type":"Link","linkType":"Environment"}},"revision":3,"contentType":{"sys":{"type":"Link","linkType":"ContentType","id":"twoColumnTextBlock"}},"locale":"fi-FI"},"fields":{"name":"Finnair Polaris process","title":"Pitkäaikainen kumppani valittiin toteuttamaan kriittistä järjestelmää","text1":{"nodeType":"document","data":{},"content":[{"nodeType":"paragraph","content":[{"nodeType":"text","value":"Hyvin suunniteltu käynnistys helpotti olemassa olevien järjestelmien siirtoa Polarikseen\n","marks":[{"type":"bold"}],"data":{}},{"nodeType":"text","value":"Projekti käynnistettiin teknologisella Proof of Concept -vaiheella, jossa testattiin ensimmäisten tietovirtojen toteutus. Konsepti validoitiin ja ratkaisua muokattiin havaintojen perusteella. Lisäksi Finnair ja Nitor päättivät yhdessä, että vanha järjestelmä ja Polaris toimivat aluksi rinnakkain. Kun tietoja hyödyntäviä järjestelmiä siirrettiin yksi kerrallaan Polarikseen, oli helppo oppia lisää kytkeytyvien järjestelmien tarpeista ja käytetyistä teknologioista.","marks":[],"data":{}}],"data":{}},{"nodeType":"heading-3","content":[{"nodeType":"text","value":"","marks":[],"data":{}}],"data":{}},{"nodeType":"paragraph","content":[{"nodeType":"text","value":"","marks":[],"data":{}}],"data":{}}]},"text2":{"data":{},"content":[{"data":{},"content":[{"data":{},"marks":[{"type":"bold"}],"value":"Projektiin sisällytetyllä käyttöönoton koordinoinnilla varmistettiin käyttöönoton sujuvuus\n","nodeType":"text"},{"data":{},"marks":[],"value":"Uuden järjestelmän käyttöönotto on haaste kaikissa laajoissa migraatioprojekteissa. Polariksen yhteydessä päätettiin rakentaa yhdenmukainen rajapinta kaikille lentotietoja käyttäville järjestelmille. Yhteisen domain-mallin muodostaminen koko organisaatiolle vähentäisi järjestelmän ylläpitokuormaa jatkossa. Muutoksen läpiviemiseksi kaikkien kytkettävien järjestelmien piti mukautua Polariksen rajapintaan. Käyttöönottojen koordinointi oli merkittävä osa projektia.","nodeType":"text"}],"nodeType":"paragraph"}],"nodeType":"document"}}},{"sys":{"space":{"sys":{"type":"Link","linkType":"Space","id":"w58q9wcmirx2"}},"id":"AWyFcHFXxBipU40HcqqIf","type":"Entry","createdAt":"2020-12-17T09:52:13.913Z","updatedAt":"2020-12-17T09:52:13.913Z","environment":{"sys":{"id":"master","type":"Link","linkType":"Environment"}},"revision":1,"contentType":{"sys":{"type":"Link","linkType":"ContentType","id":"imageBlock"}},"locale":"fi-FI"},"fields":{"name":"Finnair cargo loading","image":{"sys":{"space":{"sys":{"type":"Link","linkType":"Space","id":"w58q9wcmirx2"}},"id":"77ryDjnEaSF4Ty7FOZS4J0","type":"Asset","createdAt":"2020-12-17T09:51:54.919Z","updatedAt":"2020-12-17T10:11:30.595Z","environment":{"sys":{"id":"master","type":"Link","linkType":"Environment"}},"revision":2,"locale":"fi-FI"},"fields":{"title":"finnair cargo7987","file":{"url":"//images.ctfassets.net/w58q9wcmirx2/77ryDjnEaSF4Ty7FOZS4J0/99baa72632549392bc57a3c4962e260e/finnair_cargo7987.jpg","details":{"size":3970322,"image":{"width":3200,"height":2133}},"fileName":"finnair cargo7987.jpg","contentType":"image/jpeg"}}}}},{"sys":{"space":{"sys":{"type":"Link","linkType":"Space","id":"w58q9wcmirx2"}},"id":"1usIinGcerlzJ0LcvJzHWL","type":"Entry","createdAt":"2020-12-17T09:10:56.891Z","updatedAt":"2020-12-17T09:10:56.891Z","environment":{"sys":{"id":"master","type":"Link","linkType":"Environment"}},"revision":1,"contentType":{"sys":{"type":"Link","linkType":"ContentType","id":"twoColumnTextBlock"}},"locale":"fi-FI"},"fields":{"name":"Finnair Polaris quote 2","text1":{"data":{},"content":[{"data":{},"content":[{"data":{},"content":[{"data":{},"marks":[],"value":"Projektia on tehty koko ajan iteratiivisesti ja oppien. Teimme yhdessä päätöksen, että vanha järjestelmä ja Polaris toimivat aluksi rinnakkain. Sitä mukaa, kun tietoja hyödyntäviä järjestelmiä siirrettiin yksi kerrallaan Polarikseen, opimme lisää kytkeytyvien järjestelmien tarpeista ja käytetystä teknologiasta.","nodeType":"text"}],"nodeType":"paragraph"}],"nodeType":"blockquote"},{"data":{},"content":[{"data":{},"marks":[],"value":" ","nodeType":"text"},{"data":{},"marks":[{"type":"bold"}],"value":"Toni Tapper","nodeType":"text"},{"data":{},"marks":[],"value":", Senior Solution Architect, Polaris","nodeType":"text"}],"nodeType":"paragraph"}],"nodeType":"document"}}},{"sys":{"space":{"sys":{"type":"Link","linkType":"Space","id":"w58q9wcmirx2"}},"id":"3woXO3uSGGQdXwC98h77Uy","type":"Entry","createdAt":"2020-12-17T09:19:37.729Z","updatedAt":"2020-12-17T09:19:37.729Z","environment":{"sys":{"id":"master","type":"Link","linkType":"Environment"}},"revision":1,"contentType":{"sys":{"type":"Link","linkType":"ContentType","id":"twoColumnTextBlock"}},"locale":"fi-FI"},"fields":{"name":"Finnair Polaris team","title":"Ketterä tiimi Polariksen takana","text1":{"nodeType":"document","data":{},"content":[{"nodeType":"paragraph","content":[{"nodeType":"text","value":"Luottamus onnistuneen yhteistyön takana\n","marks":[{"type":"bold"}],"data":{}},{"nodeType":"text","value":"Nitor valittiin Finnairin kumppaniksi Polaris-projektissa pitkän yhteistyön myötä rakentuneen luottamuksen ansiosta. Digitaalisen insinööritoimiston pilvipalveluosaaminen ja pitkäaikainen arkkitehtuurikonsultointisuhde mahdollistivat laajan ja kriittisen järjestelmän korvaamisprojektin vetämisen.","marks":[],"data":{}}],"data":{}}]},"text2":{"nodeType":"document","data":{},"content":[{"nodeType":"paragraph","content":[{"nodeType":"text","value":"Projektitiimi koostui sekä Nitorin että Finnairin väestä\n","marks":[{"type":"bold"}],"data":{}},{"nodeType":"text","value":"Polariksen toteutti yhdessä Finnairin kanssa Nitorin ketterä kehitystiimi, jolla on ollut tuotanto- ja ylläpitovastuu ratkaisusta. Lisäksi Nitor toimitti järjestelmälle kattavan 24/7 tuki- ja ylläpitopalvelun, hälytysautomaation ja puhelinpäivystyksen. Finnairilta projektitiimissä olivat mukana sujuvan tekemisen varmistamiseksi projektipäällikkö, tuoteomistaja, IT-arkkitehti sekä kehittäjiä. Lisäksi projektin sidosryhmään kuului lukuisia eri lähde- ja kohdejärjestelmien asiantuntijoita.","marks":[],"data":{}}],"data":{}}]}}},{"sys":{"space":{"sys":{"type":"Link","linkType":"Space","id":"w58q9wcmirx2"}},"id":"PzG2RKepIhkzc17B0GLiC","type":"Entry","createdAt":"2020-08-18T13:58:47.782Z","updatedAt":"2020-12-17T20:24:54.593Z","environment":{"sys":{"id":"master","type":"Link","linkType":"Environment"}},"revision":6,"contentType":{"sys":{"type":"Link","linkType":"ContentType","id":"cta"}},"locale":"fi-FI"},"fields":{"name":"Sales CTA JuhaL","title":"Rakenna kestävää digitaalista kehitystä yrityksen kaikilla alueilla","paragraph":{"data":{},"content":[{"data":{},"content":[{"data":{},"marks":[],"value":"Näe vaihtoehdot, mukaudu ja tartu tilaisuuksiin. 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Toiveina oli, että se vapauttaisi käyttäjänsä myös usean eri kanavan ikeestä ja helpottaisi viestintää erilaisten sidosryhmien välillä.","nodeType":"text"}],"nodeType":"paragraph"}],"nodeType":"document"},"text":{"data":{},"content":[{"data":{},"content":[{"data":{},"marks":[],"value":"Strateginen työkalu","nodeType":"text"}],"nodeType":"heading-2"},{"data":{},"content":[{"data":{},"marks":[],"value":"Asiakkaiden kuunteleminen on osa Keskon strategiaa, ja palautteet ovat keskeisessä roolissa asiakaskokemuksen kehittämisessä. Hymy on Keskon sisäinen järjestelmä, joka kokoaa päivittäis­tavara­kaupan asiakkaiden sanalliset palautteet ja toiveet yhteen eri kanavista ja tekee niiden käsittelystä nopeaa ja helppoa – viestit ohjautuvat oikeaan paikkaan ja oikealle palautteen käsittelijälle reaaliajassa. Näin K-ruokakauppiaat voivat räätälöidä kauppansa asiakkaidensa näköiseksi ja palvella asiakkaitaan yhä paremmin.","nodeType":"text"}],"nodeType":"paragraph"},{"data":{},"content":[{"data":{},"marks":[],"value":"Sujuvaa vuoropuhelua","nodeType":"text"}],"nodeType":"heading-3"},{"data":{},"content":[{"data":{},"marks":[],"value":"Vuoropuhelu on sujuvaa ja kaikki hyötyvät: Hymy mahdollistaa Keskon päivittäis­tavara­kaupan väelle ja kauppiaille nopean reagoinnin palautteisiin, asiakkaiden kanssa käytävän aktiivisen dialogin sekä eri kanavista saatujen tietojen hyödyntämisen toiminnan systemaattisessa kehittämisessä. Kaupan henkilökunnan näkökulmasta Hymyssä parasta on mahdollisuus vastata palautteeseen helposti, missä ja milloin tahansa, ja luoda kaupasta yhä enemmän asiakkaita puhuttelevan. Kauppojen asiakkaille Hymy tuo nopeampia vastauksia sekä enemmän toteutettuja toiveita, eli syitä hymyillä!","nodeType":"text"}],"nodeType":"paragraph"},{"data":{},"content":[{"data":{},"marks":[],"value":"Hymy numeroina","nodeType":"text"}],"nodeType":"heading-3"},{"data":{},"content":[{"data":{},"marks":[],"value":"K-ruokakauppojen asiakkailta digitaalisesti kerätyn palautteen määrä on 50-kertaistunut viimeisen kahden vuoden aikana. Hymy-asiakas­palaute­järjestelmää käytetään laajasti Keskon päivittäis­tavara­kaupassa ja lähes 1400 K-ruokakaupassa, joissa käy päivittäin noin 1,2 miljoonaa asiakasta. Hymyn myötä palautteen vastausajat ovat lyhentyneet puoleen samaan aikaan, kun sanallinen palaute on kasvanut 20%.","nodeType":"text"}],"nodeType":"paragraph"},{"data":{},"content":[{"data":{},"marks":[],"value":"Miten Hymy toimii","nodeType":"text"}],"nodeType":"heading-3"},{"data":{},"content":[{"data":{},"marks":[],"value":"Hymy-järjestelmän avulla asiakkaan viesti sujahtaa sekunneissa vastaanottajalleen, vaikkapa sinne Taka-Töölöläiseen K-Markettiin. Sinä aikana mahdolliset kuvatiedostot tallentuvat Amazonin pilveen ja viesti käy vielä tekstianalyysin kautta ennen Hymyyn ilmestymistään. ","nodeType":"text"}],"nodeType":"paragraph"},{"data":{},"content":[{"data":{},"marks":[],"value":"Kauppias vastaanottaa palautteen välittömästi. Mikäli hän tarvitsee avukseen tavarantoimittajan tai keittiön asiantuntemusta, on kommenttipyyntö helppo jättää oikeaan osoitteeseen niin ikään Hymyn kautta ennen asiakkaalle palaamista. Jos ennen keskusteluita käytiin useissa eri kanavissa, näkyvät ne kaikki nyt Hymyn käyttäjille suoraan samassa viestiketjussa.","nodeType":"text"}],"nodeType":"paragraph"},{"data":{},"content":[{"data":{},"content":[{"data":{},"marks":[],"value":"Hymy on maailmanluokan asiakaskuuntelujärjestelmä.","nodeType":"text"}],"nodeType":"paragraph"}],"nodeType":"blockquote"},{"data":{},"content":[{"data":{},"marks":[{"type":"bold"}],"value":"Johanna Kontio","nodeType":"text"},{"data":{},"marks":[],"value":", johtaja, Kesko","nodeType":"text"}],"nodeType":"paragraph"},{"data":{},"content":[{"data":{},"marks":[],"value":"","nodeType":"text"}],"nodeType":"paragraph"}],"nodeType":"document"},"sidePanelTitle":"Kesko Hymy","sidePanelCustomer":"Kesko","sidePanelImage":{"sys":{"space":{"sys":{"type":"Link","linkType":"Space","id":"w58q9wcmirx2"}},"id":"JRtcn6IOZs8RRcUuvp4Zf","type":"Asset","createdAt":"2020-12-17T10:59:35.143Z","updatedAt":"2020-12-17T10:59:35.143Z","environment":{"sys":{"id":"master","type":"Link","linkType":"Environment"}},"revision":1,"locale":"fi-FI"},"fields":{"title":"Kesko-small","file":{"url":"//images.ctfassets.net/w58q9wcmirx2/JRtcn6IOZs8RRcUuvp4Zf/d523b148a9c2ca754527c843e27d3627/Kesko-small.png","details":{"size":20840,"image":{"width":480,"height":480}},"fileName":"Kesko-small.png","contentType":"image/png"}}},"sidePanelText":{"data":{},"content":[{"data":{},"content":[{"data":{},"marks":[{"type":"bold"}],"value":"Haaste ","nodeType":"text"},{"data":{},"marks":[],"value":"Kesko kaipasi nopeaa ja helppoa tapaa sekä kerätä että käsitellä asiakkailta tulevia palautteita.","nodeType":"text"}],"nodeType":"paragraph"},{"data":{},"content":[{"data":{},"marks":[{"type":"bold"}],"value":"Tulokset ","nodeType":"text"},{"data":{},"marks":[],"value":"Hymy on 50-kertaistanut kerätyn asiakaspalautteen määrän viimeisen kahden vuoden aikana. 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