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Power Platform Community / Forums / Power Automate / Model for unstructured...
Power Automate
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Model for unstructured employment contracts

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Posted on by VeeLearnMSFT 508

I am trying to build a model that would read employment contract.  There are some pieces that are fairly standardized but some pieces have a wide variety of variations.  Some of them could have different incentive types like retention bonuses it could haveIt could have initial bonuses it could haveMoving bonuses... Things we will specifically pay for. The point is there is some variation.  I noticed that the model is good at taking something out but it misses some things... Is there a way to constantly course correct a model so that it becomes better??  Is Angie a device that someone can offer to work with aim I models as this is my 1st one.

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AI Builder
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  • JoeF-MSFT Profile Picture
    JoeF-MSFT Microsoft Employee on at

    Hi @VeeLearnMSFT - thank you for sharing this use case!

     

    I imagine you are using an AI Builder Document Processing model and you have selected unstructured as document type? Automate unstructured documents like contracts with AI Builder | Power Automate Blog (microsoft.com)

     

    When there are many variations, the recommendation is to put as much variations samples as possible when training the model. 

     

    We're working on a number of upcoming updates to AI Builder that will allow documents that have been flagged as missing or incorrect data, to be reviewed and sent back to the model for training for improvement. Stay tuned. 🙂

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