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In practice, our models distinguish between 5 and over 80 classes — depending on the use case. New classes can be trained with just a few example documents.”","path":"/entities/feld-ai-gmbh-q140070925#company-fact-content-native-digital-agencies-87e037d295c9595c-a-5176e30f0996ccf409a2","questionPaths":["/entities/feld-ai-gmbh-q140070925#company-answer-content-native-digital-agencies-87e037d295c9595c-a-5176e30f0996ccf409a2"]},{"id":"content-native-digital-agencies-87e037d295c9595c-a-ae83d4ebef7d5913aa65","label":"How much effort is the initial training?","value":"“For most classes, 20 to 50 example documents per category are sufficient. For very specific document types, even fewer are often enough. Training typically takes just a few hours.”","path":"/entities/feld-ai-gmbh-q140070925#company-fact-content-native-digital-agencies-87e037d295c9595c-a-ae83d4ebef7d5913aa65","questionPaths":["/entities/feld-ai-gmbh-q140070925#company-answer-content-native-digital-agencies-87e037d295c9595c-a-ae83d4ebef7d5913aa65"]},{"id":"content-native-digital-agencies-87e037d295c9595c-a-24072801948f36614958","label":"Does classification support multiple languages?","value":"“Yes. Our models work language-independently based on visual and textual features. German, English, French and other European languages are supported without separate training.”","path":"/entities/feld-ai-gmbh-q140070925#company-fact-content-native-digital-agencies-87e037d295c9595c-a-24072801948f36614958","questionPaths":["/entities/feld-ai-gmbh-q140070925#company-answer-content-native-digital-agencies-87e037d295c9595c-a-24072801948f36614958"]},{"id":"content-native-digital-agencies-87e037d295c9595c-a-923c479bee36563d2273","label":"How accurate is the classification?","value":"“In production environments we typically achieve over 95% accuracy. With extreme class imbalance (e.g. 99% invoices, 1% special cases), feld.ai employs specialised techniques to reliably identify rare classes.”","path":"/entities/feld-ai-gmbh-q140070925#company-fact-content-native-digital-agencies-87e037d295c9595c-a-923c479bee36563d2273","questionPaths":["/entities/feld-ai-gmbh-q140070925#company-answer-content-native-digital-agencies-87e037d295c9595c-a-923c479bee36563d2273"]},{"id":"content-native-digital-agencies-87e037d295c9595c-a-3e6e418a8d6ee0d405c4","label":"How does integration with existing systems work?","value":"“feld.ai provides a REST API for all classification steps. Webhooks that notify your system when processing completes are coming in 2026. Integration with existing DMS, ERP or workflow systems is possible via standard interfaces.”","path":"/entities/feld-ai-gmbh-q140070925#company-fact-content-native-digital-agencies-87e037d295c9595c-a-3e6e418a8d6ee0d405c4","questionPaths":["/entities/feld-ai-gmbh-q140070925#company-answer-content-native-digital-agencies-87e037d295c9595c-a-3e6e418a8d6ee0d405c4"]}]},"selected":{"language":"en","title":"feld.ai GmbH","description":"Feld.ai: “feld.ai baut und betreibt KI-Agenten für dokumentenreiche Abläufe, darunter Rechnungseingang, digitaler Posteingang und Aktenarbeit. Der Betrieb erfolgt in Österreich oder in der Umgebung des Kunden.”","path":"/entities/feld-ai-gmbh-q140070925","canonicalUrl":"https://readyscan.ai/entities/feld-ai-gmbh-q140070925","machineUrl":"https://readyscan.ai/discovery/entities/feld-ai-gmbh-q140070925.json","modifiedOn":"2026-10-18"}}],"versionId":"fnv1a64:6e062b69238d9d78"}