{"id":2263,"date":"2021-10-07T11:34:17","date_gmt":"2021-10-07T09:34:17","guid":{"rendered":"https:\/\/dev.mydiapason.com\/appliquer-l-ia-a-votre-tresorerie\/"},"modified":"2024-09-11T14:49:59","modified_gmt":"2024-09-11T12:49:59","slug":"applying-the-ai-to-your-treasury","status":"publish","type":"page","link":"https:\/\/www.mydiapason.com\/en\/applying-the-ai-to-your-treasury\/","title":{"rendered":"Appliquer l\u2019IA \u00e0 votre tr\u00e9sorerie EN"},"content":{"rendered":"

<\/div><\/div>

Applying the AI to your treasury<\/div><\/h1><\/div>

Reduce operational risk and facilitate time-consuming and low-value tasks.<\/p>\n<\/div>

Contact an expert<\/span><\/a><\/div><\/div><\/div><\/div><\/div>

Boost Artificial Intelligence<\/span> in the world of corporate treasury<\/h2><\/div>
<\/div><\/div><\/div><\/div>

Provide control tools without replacing the human expertise<\/p>\n<\/div>

\n

Existing techniques are not new. Nevertheless, their democratisation to the treasury business has only found concrete applications to date. It is therefore absolutely necessary to educate people, both on the technical level and on the need to access quality data, as well as on its impacts on human resources. The aim of these processes is to provide tools for control and refinement, but in no way to replace the human expertise.<\/span><\/p>\n<\/div>\n<\/div><\/div><\/div>

<\/span><\/div><\/div><\/div><\/div><\/div>

The two stages of an AI<\/span> implementation project in cash-flow forecasting<\/h2><\/div>
<\/div><\/div><\/div><\/div>
<\/i>

step 1<\/p>\n<\/div>

Homogenize the data<\/h3><\/div>
\n

Without doubt the most complex, the first step consists in listing all the necessary data sources (both endogenous and exogenous), cleaning them and finally homogenizing them.<\/span><\/p>\n<\/div>\n

\n

This may involve TRMS (Treasury and Risk Management System), ERP (Enterprise Resource Planning system), the financial consolidation\u00a0software, bank account statements etc\u2026, for endogenous data. And external sources for exogenous data.<\/span><\/p>\n<\/div>\n

\n

These data must be subject of visualization processes before an advanced analysis phase.<\/span><\/p>\n<\/div>\n<\/div><\/div><\/div>

<\/i>

step 2<\/p>\n<\/div>

Modelling<\/h3><\/div>

Just as there is no single transformation methodology, there is no single modelling technique. The proposed solution must be able to suggest the most efficient model according to the profile of the data being analysed. Finally, models based on self-learning techniques will evolve as new data are fed into the database.<\/p>\n

Beware of exceptional events, such as the COVID-19, or a one-off external growth operation, which can\u2019t be anticipated through a model. The intervention of the business expert is crucial at this level to correct these limitations. It is also essential to have \u00ab\u00a0back testing\u00a0\u00bb, and \u00ab\u00a0out of sample\u00a0\u00bb analysis processes (error analysis based on a re-training process carried out on real data) to avoid introducing bias into the model.<\/p>\n<\/div><\/div><\/div><\/div><\/div>

<\/div>

EXPERTS\u2019 POINT OF VIEW<\/p>\n<\/div>

Interview of Fr\u00e9d\u00e9ric Saunier, General Manager of Diapason<\/h2><\/div>
<\/div><\/div><\/div><\/div>

Of course, the aim is not to replace the know-how of treasurers and market operators with these technologies, but on the contrary to provide them with control and decision support tools, which, moreover, will limit operational risk and facilitate the performance of certain time-consuming and low value-added tasks.<\/p>\n<\/div><\/div><\/div>

Read the interview (French)<\/span><\/a><\/div><\/div><\/div><\/div><\/div>

Key success factors<\/span> for an implementation project<\/h2><\/div>
<\/div><\/div><\/div><\/div>

01.<\/strong><\/p>\n<\/div>

Success depends on quality of data. According to the popular adage on the world of data science, \u00ab\u00a0garbage in, garbage out\u00a0\u00bb: relying on incorrect data produces an incorrect result. It is therefore absolutely necessary to ensure that the data is complete, cleaned of outliers and redundant values, and that missing data is replicated.<\/p>\n<\/div><\/div><\/div>

<\/div><\/div>

02.<\/strong><\/p>\n<\/div>

Adapt and transform, but above all involve the business teams. It is illusory to think that the machine will replace human experience. The critical eye of the business expert is fundamental, both in the analysis of the data upstream and in the control or potentially the correction of the results achieved.<\/p>\n<\/div><\/div><\/div><\/div><\/div><\/p>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":2,"featured_media":2476,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"100-width.php","meta":{"content-type":"","footnotes":""},"class_list":["post-2263","page","type-page","status-publish","has-post-thumbnail","hentry"],"yoast_head":"\nDiapason - Treasury Management & Artificial Intelligence<\/title>\n<meta name=\"description\" content=\"Boost Artificial Intelligence in the world of corporate treasury and reduce operational risk and facilitate time-consuming and low-value tasks\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.mydiapason.com\/en\/applying-the-ai-to-your-treasury\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Appliquer l\u2019IA \u00e0 votre tr\u00e9sorerie EN\" \/>\n<meta property=\"og:description\" content=\"Boost Artificial Intelligence in the world of corporate treasury and reduce operational risk and facilitate time-consuming and low-value tasks\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.mydiapason.com\/en\/applying-the-ai-to-your-treasury\/\" \/>\n<meta property=\"og:site_name\" content=\"myDiapason\" \/>\n<meta property=\"article:modified_time\" content=\"2024-09-11T12:49:59+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.mydiapason.com\/wp-content\/uploads\/2021\/12\/Diapason-vignette-EN.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1040\" \/>\n\t<meta property=\"og:image:height\" content=\"544\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:site\" content=\"@diapason_tr\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"4 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.mydiapason.com\\\/en\\\/applying-the-ai-to-your-treasury\\\/\",\"url\":\"https:\\\/\\\/www.mydiapason.com\\\/en\\\/applying-the-ai-to-your-treasury\\\/\",\"name\":\"Diapason - 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