{"id":103085,"date":"2024-05-16T14:23:37","date_gmt":"2024-05-16T11:23:37","guid":{"rendered":"https:\/\/robonomist.com\/?page_id=103085"},"modified":"2025-04-04T11:57:55","modified_gmt":"2025-04-04T08:57:55","slug":"ennustepalvelut","status":"publish","type":"page","link":"https:\/\/robonomist.com\/en\/ennustepalvelut\/","title":{"rendered":"Forecasting as a Service"},"content":{"rendered":"
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ROBONOMIST\u00a0<\/span><\/h2>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Forecasting as a Service<\/span><\/h1>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Robonomist tarjoaa ennustepalveluita, jotka perustuvat syv\u00e4lliseen data-analyysiin. Palvelumme tunnistavat ja analysoivat historiallisia trendej\u00e4, nykyhetken dataa ja tulevaisuuden indikaattoreita, tuottaen luotettavia ennusteita, jotka auttavat yrityksi\u00e4 suunnittelemaan tulevaisuuden toimenpiteit\u00e4.\u00a0<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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ROBONOMIST\u00a0<\/span><\/h2>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Forecasting as a Service
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Forecasting as a Service<\/span><\/h1>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Forecasting as a Service<\/span><\/em><\/p><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Robonomist offers forecasting services grounded in deep data expertise. Our forecasting solutions address the need for organizations to anticipate and plan their operations as part of an evolving operating environment.\u00a0<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Meid\u00e4n teknologiamme, kuten teko\u00e4ly ja koneoppiminen, on suunniteltu k\u00e4sittelem\u00e4\u00e4n suuria datam\u00e4\u00e4ri\u00e4 nopeasti ja tarkasti. Teknologiamme analysoi ja prosessoi dataa jatkuvasti, jotta ennusteemme ovat ajan tasalla ja luotettavia. T\u00e4m\u00e4 mahdollistaa ennusteen jatkuvan p\u00e4ivityksen ja tarkkuuden.<\/span><\/p><\/blockquote>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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Explore data, embrace inherent uncertainty, forecast the future<\/span><\/p><\/blockquote>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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Harness<\/strong> your organization\u2019s data, embrace the inherent uncertainty<\/strong> of analysis, leverage the results, and forecast the future<\/strong><\/span><\/p><\/blockquote>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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What Can Be Forecasted?<\/strong><\/span><\/h2>

Robonomistin ennusteanalytiikka yhdist\u00e4\u00e4 historiallisen datan, reaaliaikaisen informaation ja tulevaisuuden trendit tuottamaan tarkkoja ennusteita, jotka auttavat yrityst\u00e4si suunnittelemaan eteenp\u00e4in. Tietopankistamme l\u00f6ytyy kaikki julkinen tieto, jota hyv\u00e4ksik\u00e4ytt\u00e4m\u00e4ll\u00e4 yrityksen tai organisaation omalla datalla tehty\u00e4 ennustetta voi rikastaa ja se mahdollistaa vertailun sek\u00e4 muuhun markkinaan ett\u00e4 toimintaymp\u00e4rist\u00f6\u00f6n. Me autamme l\u00f6yt\u00e4m\u00e4\u00e4n teid\u00e4n organisaation toimintaa selitt\u00e4vi\u00e4 muuttujia markkinoilta ja muodostamaan realistisen kuvan tulevaisuudenn\u00e4kymist\u00e4 lyhyell\u00e4 ja pitk\u00e4ll\u00e4 aikav\u00e4lill\u00e4<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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<\/p>

Robonomist Forecast<\/strong><\/span><\/h2>

Tiimill\u00e4mme on vuosien kokemus vaativasta ennustamisesta makrotalouden, varastojen, ajoneuvojen hintojen ja logistiikka-alan ennustamisesta tutkimus- ja liiketoimintak\u00e4yt\u00f6ss\u00e4. K\u00e4yt\u00e4mme edistynytt\u00e4 data-analytiikkaa, koneoppimista ja teko\u00e4ly\u00e4 tarjotaksemme syv\u00e4llisi\u00e4 ennusteita, jotka auttavat organisaatioita tekem\u00e4\u00e4n tietoon pohjautuvia p\u00e4\u00e4t\u00f6ksi\u00e4 reaaliaikaisesti.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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Robonomist Forecast<\/strong><\/span><\/h2>

Our team has years of experience in data-driven forecasting for both research and business needs. We have developed forecasting models for our clients across a wide range of areas related to markets, the macroeconomy, and societal phenomena. Our work has supported forecasts for everything from vehicle and housing prices to industrial processes and service sector business activity.<\/p>

We use data and statistical science, advanced analytics, machine learning, and artificial intelligence to deliver forecasts grounded in deep expertise\u2014helping organizations make informed, real-time decisions. We work openly toward a shared goal, communicating progress and interim results throughout the project. Our approach is agile and transparent, always aiming for the best possible outcome.\u00a0<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t

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What Can Be Forecasted?<\/strong><\/span><\/h2>

Forecasting is about managing uncertainty\u2014it supports decision-making and enables more efficient use of resources. Forecasting models can improve operational planning and provide a competitive edge in the market. We help identify true market shifts hidden in the noise, so our clients can anticipate changes better than their competitors.<\/p>

The possibilities of forecasting depend on the nature of the phenomena being predicted, client needs, and the quality of the data. At its core, the question of whether a phenomenon can be forecasted is empirical and can be explored using statistical methods. A deep analysis of the client\u2019s data reveals opportunities for modeling both short- and long-term forecasts. Robonomist\u2019s data repository contains a vast selection of statistical information on economic and societal developments, which can be used to enhance forecasts based on the client\u2019s own data. This allows forecasts to incorporate insights into market and environmental trends.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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\u201cWe developed both short- and long-term demand forecasts with Robonomist to support our business, enabling a more comprehensive and economically grounded business outlook across different time horizons. The forecasting model makes broad use of macroeconomic confidence indicators as well as indices tracking the development of e-commerce. The data, knowledge, expertise, and methods available through Robonomist are impressive. Additionally, working with the Robonomist team was flexible and efficient.\u201d<\/span><\/p><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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Robonomist developed a forecasting algorithm for Konecranes by leveraging the organization\u2019s own data enriched with public economic information. The project was carried out following agile development principles, resulting in a forecasting model maintained by Konecranes.<\/span><\/span><\/p><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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Forecasting Service Workflow<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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Parhaat ennustemallit<\/span><\/h3>

Robonomistin ennustemallit tarjoavat laajan kirjon tehokkaita analyysity\u00f6kaluja. Aikasarja-analyysi soveltuu markkinatrendien ja kysynn\u00e4n ennustamiseen, kun taas regressioanalyysi auttaa hinnoittelun ja kysynt\u00e4ennusteiden m\u00e4\u00e4rittelyss\u00e4. Syv\u00e4oppimista k\u00e4ytet\u00e4\u00e4n monimutkaisempiin ennusteisiin, kuten asiakask\u00e4ytt\u00e4ytymisen mallintamiseen. P\u00e4\u00e4t\u00f6spuumallit ovat tehokkaita riskien arvioinnissa ja luokittelussa. K\u00e4yt\u00e4mme aina alan parhaita ennustemalleja ja osaamme valita teht\u00e4v\u00e4\u00e4n sopvimmat mallit.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t

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Osaava tiimi<\/span><\/h3>

Tiimimme koostuu ennustamisen ammattilaisista ja data-analytiikan osaajista, jotka ovat omistautuneet datan muuttamiseen oivalluksiksi. Robonomistin tiimin j\u00e4senill\u00e4 on suosien kokemus ennustemallinnuksesta, data-analytiikasta ja datapalvelujen toimittamisesta. Tiimimme jatkuva koulutus uusimmissa teknologioissa ja menetelmiss\u00e4 varmistaa, ett\u00e4 pysymme alamme k\u00e4rjess\u00e4.<\/span><\/p>

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Ennusteiden helppok\u00e4ytt\u00f6isyys<\/span><\/h3>

Robonomistin ennustepalvelut on suunniteltu k\u00e4ytt\u00e4j\u00e4yst\u00e4v\u00e4llisiksi, jotta jokainen asiakas voi helposti hy\u00f6dynt\u00e4\u00e4 niit\u00e4 p\u00e4\u00e4t\u00f6ksenteossaan. Interaktiiviset dashboardit ja selke\u00e4t visuaaliset raportit tekev\u00e4t monimutkaisesta datasta ymm\u00e4rrett\u00e4v\u00e4\u00e4 ja saatavilla olevaa kaikille k\u00e4ytt\u00e4j\u00e4tasoille. Kustomoitavissa olevat k\u00e4ytt\u00f6liittym\u00e4t ja helppok\u00e4ytt\u00f6iset ty\u00f6kalut mahdollistavat datan syv\u00e4llisen analysoinnin ilman, ett\u00e4 k\u00e4ytt\u00e4j\u00e4n tarvitsee olla datatieteen asiantuntija. T\u00e4m\u00e4 tekee ennusteista arvokkaan ty\u00f6kalun kaikenkokoisille yrityksille ja eri toimialoille.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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Artificial intelligence<\/em> opens the door to even broader opportunities for enhancing knowledge-intensive work. Get in touch, and let\u2019s explore how AI could best be applied to support your operations.<\/span><\/h3>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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Chatbotin uusi aikakausi: asiakaspalvelijasta asiantuntijan apulaiseksi.<\/strong><\/p>

Koulutamme teko\u00e4lyn tiet\u00e4m\u00e4\u00e4n kaiken relevantin tiedon organisaatiostasi sek\u00e4 sen toimintaymp\u00e4rist\u00f6st\u00e4 – tied\u00e4t kenen puoleen k\u00e4\u00e4nty\u00e4 kun tarvitset nopeasti tietoa ty\u00f6si tueksi. Teko\u00e4lyapuri tiet\u00e4\u00e4 kaiken tarvitsemansa suoriutuakseen arjessa ty\u00f6t\u00e4nne tukevissa avustavissa toimissa.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Kielenk\u00e4\u00e4nt\u00e4j\u00e4n kokeilu<\/span><\/strong><\/p>

Teko\u00e4lyn avustamana onnistuu muinaiskreikankielinen k\u00e4\u00e4nn\u00f6sty\u00f6 suomeksi – lue blogistamme lis\u00e4\u00e4!<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t

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Machine Learning in Data Work and AI-Based Forecasting Models<\/strong><\/p>

Teko\u00e4lyn avulla voidaan siisti\u00e4 suuria m\u00e4\u00e4ri\u00e4 dataa tehokkaasti sek\u00e4 tunnistaa laajoista tietomassoista monimutkaisia kuvioita ja suuntauksia. Teko\u00e4ly avaa valtavia mahdollisuuksia dataty\u00f6n tehostamisessa ja tietokoneen hy\u00f6dyt ihmiseen n\u00e4hden vastaavanlaisissa teht\u00e4viss\u00e4 ovat ilmeisi\u00e4. Teko\u00e4lyn voi valjastaa tiedonlouhintaan ja esimerkiksi ennusteiden tekemiseen.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Teko\u00e4ly-kokeilut<\/span><\/strong><\/p>

Tehd\u00e4\u00e4n yhdess\u00e4 suunnitelma ja katsotaan\u00a0 miten teko\u00e4lyn saa parhaiten liiketoimintanne tueksi.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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Scraping Unlocks New Opportunities<\/h3>

With the Scrape service, your organization can boost its value creation even further. Scraping enables highly efficient collection and processing of fragmented information \u2014 as effectively as modern technology allows. It can provide valuable insights that were previously out of reach, helping your organization stay informed and respond swiftly to changing market conditions.<\/p>

The possibilities of scraping are virtually limitless \u2014 so why not turn data bots into your strategic advantage today? We\u2019d be happy to tell you more about scraping!<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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\n\t\t\t\t\t\t1. Project Kickoff<\/span>\n\t\t\n\t\t
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We begin by reviewing the project goals and opportunities together with the client. Together, we outline the workflow and implementation to ensure the best possible outcome.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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\n\t\t\t\t\t\t2. Data Analysis and Modeling<\/span>\n\t\t\n\t\t
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We dive into the data: processing the material and testing the suitability of models to meet the objectives. Continuous iteration addresses the uncertainty inherent in forecasting work. We keep the client informed of key findings throughout.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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We typically review the preliminary results with the client: sharing insights on the modeling potential based on the work done so far. These initial outcomes reveal possibilities for short- and\/or long-term forecasting. <\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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The final forecasting model is produced after the earlier phases, shaped through continuous iteration. The resulting model is tailored to the client\u2019s needs, delivering valuable input for decision-making.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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A key part of our technical approach is automation. When built into the process, this enables forecasting models to be delivered as a cost-effective, continuously updated, and maintained subscription service\u2014always available when needed.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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Basic Package<\/span><\/strong><\/h6>