Kairntech and "Smart Innovation" Managing the processes that enable, organise and foster innovation in organisations often involves among other things analysing large amounts of text based-information: Publications, news, websites. Evidently this is another use case where Kairntech can contribute and therefore experts at University of Stuttgart, the Fraunhofer institute IAO and TecIntelli are using Kairntech … Continue reading NLP Support for Corporate Innovation Management Processes
Tag: AI
Transformers: the new trend in Artificial Intelligence and NLP Recent progress in NLP (Natural Language Processing) technologies highlights its strong potential for business transformation. While the domain used to be dominated by big players such as Google or Microsoft, smaller organizations are now going mainstream with the collaborative, open source approaches such as Explosion.ai (Spacy) … Continue reading From Hugging Face Transformers to NLP-Powered Applications
AI no-code NLP platforms change the paradigm In many professions controls are carried out on a random basis. It is a generally accepted practice that an auditor reviewing agreements or an analyst screening litterature proceeds with random checks simply because it is humanly impossible and much too costly to process each individual document. At the … Continue reading Random checks are dead, long live exhaustivity
Introduction Natural language processing (NLP) techniques have made tremendous progress during the last couple of years, thanks notably to algorithms such as Neural Networks which have surpassed traditional approaches using rule-based systems. Examples include Machine Translation (DeepL, Google Translate…) or Speech To Text (Siri…). Information extraction, Text classification, Automatic summarization, Q&A Subcategories of NLP like … Continue reading Make the long road to augmented applications shorter by “do-it-yourself NLP”
Le verbatim client Dans un environnement très concurrentiel, connaître les irritants et les attentes de ses clients est devenu un enjeu majeur pour toutes les entreprises. De nombreux indicateurs permettent de les cerner mais parmi ceux-ci, le « verbatim client » tient depuis l’apparition d’internet, une place de plus en plus importante. Qu’il résulte d’un … Continue reading Mettez la connaissance client au centre de vos préoccupations !
Direct customer feedback In a highly competitive environment, knowing customer complaints and expectations has become a major challenge for all companies. Direct customer feedback has become an increasingly important contributor since the emergence of the Internet. Whether it be results from a speech recording converted into text, a comment from a marketing survey, an incoming … Continue reading Make the Voice of the Customer a Top Priority!
Data Annotation & Active Learning We all heard that "data is the new oil". However, just like its petroleum predecessor, data is of no use until it is processed. One processing step that is often required for unstructured data (e.g. text, images, audio and video files) is data annotation. This is done manually, can require … Continue reading Kairntech & Scaleway Webinar: Thursday, Dec 17, 2020 @ 5:30pm
Annotation de données et apprentissage actif Nous avons tous entendu dire que "les données sont le nouveau pétrole". Cependant, tout comme son prédécesseur le pétrole, les données n'ont aucune utilité tant qu'elles ne sont pas traitées. Une étape de traitement souvent nécessaire pour les données non structurées (texte, images, fichiers audio et vidéo, par exemple) … Continue reading Webinaire Kairntech & Scaleway : Jeudi 17 décembre 2020 à 17h30
Introduction Nous nous intéresserons ici, à la partie investigations et vérifications qui est sans doute l’une des plus importantes mais aussi l’une des plus consommatrices de temps pour les auditeurs. Elle est cependant indispensable pour garantir la sincérité des comptes d’une entreprise. Cette partie dispose déjà d’outils d’analyses puissants pour toutes les données structurées (principalement … Continue reading Analyse de contrats pour assister l’auditeur
Introduction We will focus here on the investigation and verification part, which is undoubtedly one of the most important but also one of the most time-consuming for the auditors. However, it is essential to guarantee the sincerity of a company's accounts. This part already has powerful analysis tools for all structured data (mainly numerical numbers). … Continue reading Contract Analysis to Assist the Auditor