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dmgc
Regular Visitor

Extracting 8 digit numbers from JSON (Output from "recognize text in an image or PDF"_

Hi,

 

Apologies if this seems dumb, I can do this in powershell, but have a requirement to use PA instead.

Essentially I have a 2 page PDF as a sample (some PDF will contain more pages, although could be jpg in same format as PDF occasionally) and the pages each have a number at the top that I need to extract from each page. Occasionally a page will not have a number at that top, dont care about these pages! The number will ALWAYS be 8 digits and will ALWAYS be at the absolute top of the page if that helps.

 

I have used "recognize text in an image or pdf document" and that spits out JSON in the below format. (8 digit numbers appear twice on each page, the top number is the easiest as it will always be first on each page)

 

[
  {
    "@odata.type": "#Microsoft.Dynamics.CRM.expando",
    "page": 1,
    "lines@odata.type": "#Collection(Microsoft.Dynamics.CRM.crmbaseentity)",
    "lines": [
      {
        "@odata.type": "#Microsoft.Dynamics.CRM.expando",
        "text": "43431212",
        "boundingBox": {
          "@odata.type": "#Microsoft.Dynamics.CRM.expando",
          "left": 0.7324705882352941,
          "top": 0.09742727272727274,
          "width": 0.12194117647058833,
          "height": 0.015645454545454532,
          "polygon": {
            "@odata.type": "#Microsoft.Dynamics.CRM.expando",
            "coordinates@odata.type": "#Collection(Microsoft.Dynamics.CRM.crmbaseentity)",
            "coordinates": [
              {
                "@odata.type": "#Microsoft.Dynamics.CRM.expando",
                "x": 0.7324705882352941,
                "y": 0.09742727272727274
              },
              {
                "@odata.type": "#Microsoft.Dynamics.CRM.expando",
                "x": 0.8544117647058824,
                "y": 0.09742727272727274
              },
              {
                "@odata.type": "#Microsoft.Dynamics.CRM.expando",
                "x": 0.8544117647058824,
                "y": 0.11307272727272727
              },
              {
                "@odata.type": "#Microsoft.Dynamics.CRM.expando",
                "x": 0.7324705882352941,
                "y": 0.11307272727272727
              }
            ]
          }
        }
      },
      {
        "@odata.type": "#Microsoft.Dynamics.CRM.expando",
        "text": "I am the first page in the PDF. I am some junk text that I do not need, this",
        "boundingBox": {
          "@odata.type": "#Microsoft.Dynamics.CRM.expando",
          "left": 0.19141176470588236,
          "top": 0.2245181818181818,
          "width": 0.6360823529411764,
          "height": 0.014481818181818179,
          "polygon": {
            "@odata.type": "#Microsoft.Dynamics.CRM.expando",
            "coordinates@odata.type": "#Collection(Microsoft.Dynamics.CRM.crmbaseentity)",
            "coordinates": [
              {
                "@odata.type": "#Microsoft.Dynamics.CRM.expando",
                "x": 0.19141176470588236,
                "y": 0.2245181818181818
              },
              {
                "@odata.type": "#Microsoft.Dynamics.CRM.expando",
                "x": 0.8274941176470588,
                "y": 0.2245181818181818
              },
              {
                "@odata.type": "#Microsoft.Dynamics.CRM.expando",
                "x": 0.8274941176470588,
                "y": 0.239
              },
              {
                "@odata.type": "#Microsoft.Dynamics.CRM.expando",
                "x": 0.19141176470588236,
                "y": 0.239
              }
            ]
          }
        }
      },
      {
        "@odata.type": "#Microsoft.Dynamics.CRM.expando",
        "text": "can be ignored as it is not part of the process.",
        "boundingBox": {
          "@odata.type": "#Microsoft.Dynamics.CRM.expando",
          "left": 0.1905529411764706,
          "top": 0.2461818181818182,
          "width": 0.3952,
          "height": 0.014490909090909082,
          "polygon": {
            "@odata.type": "#Microsoft.Dynamics.CRM.expando",
            "coordinates@odata.type": "#Collection(Microsoft.Dynamics.CRM.crmbaseentity)",
            "coordinates": [
              {
                "@odata.type": "#Microsoft.Dynamics.CRM.expando",
                "x": 0.1905529411764706,
                "y": 0.2461818181818182
              },
              {
                "@odata.type": "#Microsoft.Dynamics.CRM.expando",
                "x": 0.5857529411764706,
                "y": 0.2461818181818182
              },
              {
                "@odata.type": "#Microsoft.Dynamics.CRM.expando",
                "x": 0.5857529411764706,
                "y": 0.2606727272727273
              },
              {
                "@odata.type": "#Microsoft.Dynamics.CRM.expando",
                "x": 0.1905529411764706,
                "y": 0.2606727272727273
              }
            ]
          }
        }
      },
      {
        "@odata.type": "#Microsoft.Dynamics.CRM.expando",
        "text": "This is another paragraph of text that can be ignored, it has no benefit",
        "boundingBox": {
          "@odata.type": "#Microsoft.Dynamics.CRM.expando",
          "left": 0.1897529411764706,
          "top": 0.2777,
          "width": 0.6111882352941177,
          "height": 0.014481818181818151,
          "polygon": {
            "@odata.type": "#Microsoft.Dynamics.CRM.expando",
            "coordinates@odata.type": "#Collection(Microsoft.Dynamics.CRM.crmbaseentity)",
            "coordinates": [
              {
                "@odata.type": "#Microsoft.Dynamics.CRM.expando",
                "x": 0.1897529411764706,
                "y": 0.2777
              },
              {
                "@odata.type": "#Microsoft.Dynamics.CRM.expando",
                "x": 0.8009411764705883,
                "y": 0.2777
              },
              {
                "@odata.type": "#Microsoft.Dynamics.CRM.expando",
                "x": 0.8009411764705883,
                "y": 0.29218181818181815
              },
              {
                "@odata.type": "#Microsoft.Dynamics.CRM.expando",
                "x": 0.1897529411764706,
                "y": 0.29218181818181815
              }
            ]
          }
        }
      },
      {
        "@odata.type": "#Microsoft.Dynamics.CRM.expando",
        "text": "whatsoever.",
        "boundingBox": {
          "@odata.type": "#Microsoft.Dynamics.CRM.expando",
          "left": 0.19016470588235296,
          "top": 0.2998909090909091,
          "width": 0.1059176470588235,
          "height": 0.011609090909090902,
          "polygon": {
            "@odata.type": "#Microsoft.Dynamics.CRM.expando",
            "coordinates@odata.type": "#Collection(Microsoft.Dynamics.CRM.crmbaseentity)",
            "coordinates": [
              {
                "@odata.type": "#Microsoft.Dynamics.CRM.expando",
                "x": 0.19016470588235296,
                "y": 0.2998909090909091
              },
              {
                "@odata.type": "#Microsoft.Dynamics.CRM.expando",
                "x": 0.29608235294117646,
                "y": 0.2998909090909091
              },
              {
                "@odata.type": "#Microsoft.Dynamics.CRM.expando",
                "x": 0.29608235294117646,
                "y": 0.3115
              },
              {
                "@odata.type": "#Microsoft.Dynamics.CRM.expando",
                "x": 0.19016470588235296,
                "y": 0.3115
              }
            ]
          }
        }
      },
      {
        "@odata.type": "#Microsoft.Dynamics.CRM.expando",
        "text": "43431212",
        "boundingBox": {
          "@odata.type": "#Microsoft.Dynamics.CRM.expando",
          "left": 0.23502352941176471,
          "top": 0.7815181818181819,
          "width": 0.12192941176470587,
          "height": 0.015645454545454518,
          "polygon": {
            "@odata.type": "#Microsoft.Dynamics.CRM.expando",
            "coordinates@odata.type": "#Collection(Microsoft.Dynamics.CRM.crmbaseentity)",
            "coordinates": [
              {
                "@odata.type": "#Microsoft.Dynamics.CRM.expando",
                "x": 0.23502352941176471,
                "y": 0.7815181818181819
              },
              {
                "@odata.type": "#Microsoft.Dynamics.CRM.expando",
                "x": 0.3569529411764706,
                "y": 0.7815181818181819
              },
              {
                "@odata.type": "#Microsoft.Dynamics.CRM.expando",
                "x": 0.3569529411764706,
                "y": 0.7971636363636364
              },
              {
                "@odata.type": "#Microsoft.Dynamics.CRM.expando",
                "x": 0.23502352941176471,
                "y": 0.7971636363636364
              }
            ]
          }
        }
      }
    ]
  },
  {
    "@odata.type": "#Microsoft.Dynamics.CRM.expando",
    "page": 2,
    "lines@odata.type": "#Collection(Microsoft.Dynamics.CRM.crmbaseentity)",
    "lines": [
      {
        "@odata.type": "#Microsoft.Dynamics.CRM.expando",
        "text": "12341234",
        "boundingBox": {
          "@odata.type": "#Microsoft.Dynamics.CRM.expando",
          "left": 0.7343764705882353,
          "top": 0.12379090909090908,
          "width": 0.1208588235294118,
          "height": 0.01564545454545456,
          "polygon": {
            "@odata.type": "#Microsoft.Dynamics.CRM.expando",
            "coordinates@odata.type": "#Collection(Microsoft.Dynamics.CRM.crmbaseentity)",
            "coordinates": [
              {
                "@odata.type": "#Microsoft.Dynamics.CRM.expando",
                "x": 0.7343764705882353,
                "y": 0.12379090909090908
              },
              {
                "@odata.type": "#Microsoft.Dynamics.CRM.expando",
                "x": 0.8552352941176471,
                "y": 0.12379090909090908
              },
              {
                "@odata.type": "#Microsoft.Dynamics.CRM.expando",
                "x": 0.8552352941176471,
                "y": 0.13943636363636364
              },
              {
                "@odata.type": "#Microsoft.Dynamics.CRM.expando",
                "x": 0.7343764705882353,
                "y": 0.13943636363636364
              }
            ]
          }
        }
      },
      {
        "@odata.type": "#Microsoft.Dynamics.CRM.expando",
        "text": "I am another page. I am some junk text that I do not need, this can be",
        "boundingBox": {
          "@odata.type": "#Microsoft.Dynamics.CRM.expando",
          "left": 0.19141176470588236,
          "top": 0.25125454545454545,
          "width": 0.6053176470588235,
          "height": 0.01441818181818183,
          "polygon": {
            "@odata.type": "#Microsoft.Dynamics.CRM.expando",
            "coordinates@odata.type": "#Collection(Microsoft.Dynamics.CRM.crmbaseentity)",
            "coordinates": [
              {
                "@odata.type": "#Microsoft.Dynamics.CRM.expando",
                "x": 0.19141176470588236,
                "y": 0.25125454545454545
              },
              {
                "@odata.type": "#Microsoft.Dynamics.CRM.expando",
                "x": 0.7967294117647059,
                "y": 0.25125454545454545
              },
              {
                "@odata.type": "#Microsoft.Dynamics.CRM.expando",
                "x": 0.7967294117647059,
                "y": 0.2656727272727273
              },
              {
                "@odata.type": "#Microsoft.Dynamics.CRM.expando",
                "x": 0.19141176470588236,
                "y": 0.2656727272727273
              }
            ]
          }
        }
      },
      {
        "@odata.type": "#Microsoft.Dynamics.CRM.expando",
        "text": "ignored as it is not part of the process.",
        "boundingBox": {
          "@odata.type": "#Microsoft.Dynamics.CRM.expando",
          "left": 0.19101176470588235,
          "top": 0.27285454545454546,
          "width": 0.3325058823529412,
          "height": 0.014481818181818151,
          "polygon": {
            "@odata.type": "#Microsoft.Dynamics.CRM.expando",
            "coordinates@odata.type": "#Collection(Microsoft.Dynamics.CRM.crmbaseentity)",
            "coordinates": [
              {
                "@odata.type": "#Microsoft.Dynamics.CRM.expando",
                "x": 0.19101176470588235,
                "y": 0.27285454545454546
              },
              {
                "@odata.type": "#Microsoft.Dynamics.CRM.expando",
                "x": 0.5235176470588235,
                "y": 0.27285454545454546
              },
              {
                "@odata.type": "#Microsoft.Dynamics.CRM.expando",
                "x": 0.5235176470588235,
                "y": 0.2873363636363636
              },
              {
                "@odata.type": "#Microsoft.Dynamics.CRM.expando",
                "x": 0.19101176470588235,
                "y": 0.2873363636363636
              }
            ]
          }
        }
      },
      {
        "@odata.type": "#Microsoft.Dynamics.CRM.expando",
        "text": "This is another paragraph of text that can be ignored, it has no benefit",
        "boundingBox": {
          "@odata.type": "#Microsoft.Dynamics.CRM.expando",
          "left": 0.1897529411764706,
          "top": 0.3045181818181818,
          "width": 0.6111882352941177,
          "height": 0.014481818181818207,
          "polygon": {
            "@odata.type": "#Microsoft.Dynamics.CRM.expando",
            "coordinates@odata.type": "#Collection(Microsoft.Dynamics.CRM.crmbaseentity)",
            "coordinates": [
              {
                "@odata.type": "#Microsoft.Dynamics.CRM.expando",
                "x": 0.1897529411764706,
                "y": 0.3045181818181818
              },
              {
                "@odata.type": "#Microsoft.Dynamics.CRM.expando",
                "x": 0.8009411764705883,
                "y": 0.3045181818181818
              },
              {
                "@odata.type": "#Microsoft.Dynamics.CRM.expando",
                "x": 0.8009411764705883,
                "y": 0.319
              },
              {
                "@odata.type": "#Microsoft.Dynamics.CRM.expando",
                "x": 0.1897529411764706,
                "y": 0.319
              }
            ]
          }
        }
      },
      {
        "@odata.type": "#Microsoft.Dynamics.CRM.expando",
        "text": "whatsoever.",
        "boundingBox": {
          "@odata.type": "#Microsoft.Dynamics.CRM.expando",
          "left": 0.19016470588235296,
          "top": 0.32655454545454543,
          "width": 0.1059176470588235,
          "height": 0.011609090909090958,
          "polygon": {
            "@odata.type": "#Microsoft.Dynamics.CRM.expando",
            "coordinates@odata.type": "#Collection(Microsoft.Dynamics.CRM.crmbaseentity)",
            "coordinates": [
              {
                "@odata.type": "#Microsoft.Dynamics.CRM.expando",
                "x": 0.19016470588235296,
                "y": 0.32655454545454543
              },
              {
                "@odata.type": "#Microsoft.Dynamics.CRM.expando",
                "x": 0.29608235294117646,
                "y": 0.32655454545454543
              },
              {
                "@odata.type": "#Microsoft.Dynamics.CRM.expando",
                "x": 0.29608235294117646,
                "y": 0.3381636363636364
              },
              {
                "@odata.type": "#Microsoft.Dynamics.CRM.expando",
                "x": 0.19016470588235296,
                "y": 0.3381636363636364
              }
            ]
          }
        }
      },
      {
        "@odata.type": "#Microsoft.Dynamics.CRM.expando",
        "text": "12341234",
        "boundingBox": {
          "@odata.type": "#Microsoft.Dynamics.CRM.expando",
          "left": 0.2369294117647059,
          "top": 0.8081818181818182,
          "width": 0.12085882352941174,
          "height": 0.015645454545454407,
          "polygon": {
            "@odata.type": "#Microsoft.Dynamics.CRM.expando",
            "coordinates@odata.type": "#Collection(Microsoft.Dynamics.CRM.crmbaseentity)",
            "coordinates": [
              {
                "@odata.type": "#Microsoft.Dynamics.CRM.expando",
                "x": 0.2369294117647059,
                "y": 0.8081818181818182
              },
              {
                "@odata.type": "#Microsoft.Dynamics.CRM.expando",
                "x": 0.35778823529411763,
                "y": 0.8081818181818182
              },
              {
                "@odata.type": "#Microsoft.Dynamics.CRM.expando",
                "x": 0.35778823529411763,
                "y": 0.8238272727272726
              },
              {
                "@odata.type": "#Microsoft.Dynamics.CRM.expando",
                "x": 0.2369294117647059,
                "y": 0.8238272727272726
              }
            ]
          }
        }
      }
    ]
  }
]

 

 

Then an apply to each to pick out the extracted text and append it to an array variable.

dmgc_0-1695726693393.png

 

When I compose this, obviously all the text data including the body of the PDF is included in the array.

dmgc_1-1695726834570.png

 

Is there any way to extract or even filter the array to just the first number from each page (hopefully without duplicates)? So it looks like;
[
"43431212",
"12341234"
]

 

Many thanks 🙂

 

 

1 ACCEPTED SOLUTION

Accepted Solutions

Hello @dmgc,

 

Don't use apply to each to extract such data. There are more efficient ways to extract the text from such JSONs. But in your requirement you don't want to extract this information. You only want the first line of each page. This could be done like that:

 

Matthy79_0-1695735025442.png

 

So no apply to each and just one action after the ai action. You have to put the result of the ai action at "From". To only get single values (not key value pair) you have to switch to text mode when using the Select action.

 

Of course you can use expressions to check if the values found fits your requirement (@Expiscornovus provided a sample expression for that).

View solution in original post

7 REPLIES 7
Expiscornovus
Most Valuable Professional
Most Valuable Professional

Hi @dmgc,

 

You could use an isInt function to check if the contents of the text property of an item is a number in the lines array.

 

Try something like below in a Filter Array action

 

@equals(isInt(item()['text']), true)

 

isint_lines_textnumber.png



Happy to help out! 🙂

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Hello @dmgc,

 

Don't use apply to each to extract such data. There are more efficient ways to extract the text from such JSONs. But in your requirement you don't want to extract this information. You only want the first line of each page. This could be done like that:

 

Matthy79_0-1695735025442.png

 

So no apply to each and just one action after the ai action. You have to put the result of the ai action at "From". To only get single values (not key value pair) you have to switch to text mode when using the Select action.

 

Of course you can use expressions to check if the values found fits your requirement (@Expiscornovus provided a sample expression for that).

dmgc
Regular Visitor

Hi,


Thanks for the suggestion, I have just tried this but I am getting an error where the data in the array is string. Am i missing something silly? 

 

Thanks!

 

dmgc_0-1695735712401.png

 

Expiscornovus
Most Valuable Professional
Most Valuable Professional

Hi @Matthy79,

 

In the example payload which was shared page 2 also had a number on the last line item? So, not sure you only want to use the first line item of each item 😅

 

Btw, if you want to avoid apply to each actions you could also convert the json to xml and use xpath.



Happy to help out! 🙂

Interested in more #PowerAutomate #SharePointOnline or #MicrosoftCopilotStudio content?
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Hello @Expiscornovus 

 

I always use xpath to do that but in that case it is not needed. The requirement is to get the number (it will always be at the top of each page). Using select I have grab all pages and within that I only need the first line. That is why first works for that. The number is also somewhere else in the text but the requirement was also that it shouldn't be more than once so the top position is the best way to find it.

Expiscornovus
Most Valuable Professional
Most Valuable Professional

Hi @Matthy79,


Yes, that is a good point. If the number on one of the other lines on the same page is always the same as the number of the first line there would be no point in using either xpath or filtering each line 👍



Happy to help out! 🙂

Interested in more #PowerAutomate #SharePointOnline or #MicrosoftCopilotStudio content?
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Hi @Matthy79 ,

 

Thanks for your simple answer, spot on!

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Dear Community Members,   We'd like to let you know of an upcoming change to the community platform: starting July 16th, the platform will transition to a READ ONLY mode until July 22nd.   During this period, members will not be able to Kudo, Comment, or Reply to any posts.   On July 22nd, please be on the lookout for a message sent to the email address registered on your community profile. This email is crucial as it will contain your unique code and link to register for the new platform encompassing all of the communities.   What to Expect in the New Community: A more unified experience where all products, including Power Apps, Power Automate, Copilot Studio, and Power Pages, will be accessible from one community.Community Blogs that you can syndicate and link to for automatic updates. We appreciate your understanding and cooperation during this transition. Stay tuned for the exciting new features and a seamless community experience ahead!

Summer of Solutions | Week 4 Results | Winners will be posted on July 24th

We are excited to announce the Summer of Solutions Challenge!    This challenge is kicking off on Monday, June 17th and will run for (4) weeks.  The challenge is open to all Power Platform (Power Apps, Power Automate, Copilot Studio & Power Pages) community members. We invite you to participate in a quest to provide solutions to as many questions as you can. Answers can be provided in all the communities.    Entry Period: This Challenge will consist of four weekly Entry Periods as follows (each an “Entry Period”)   - 12:00 a.m. PT on June 17, 2024 – 11:59 p.m. PT on June 23, 2024 - 12:00 a.m. PT on June 24, 2024 – 11:59 p.m. PT on June 30, 2024 - 12:00 a.m. PT on July 1, 2024 – 11:59 p.m. PT on July 7, 2024 - 12:00 a.m. PT on July 8, 2024 – 11:59 p.m. PT on July 14, 2024   Entries will be eligible for the Entry Period in which they are received and will not carryover to subsequent weekly entry periods.  You must enter into each weekly Entry Period separately.   How to Enter: We invite you to participate in a quest to provide "Accepted Solutions" to as many questions as you can. Answers can be provided in all the communities. Users must provide a solution which can be an “Accepted Solution” in the Forums in all of the communities and there are no limits to the number of “Accepted Solutions” that a member can provide for entries in this challenge, but each entry must be substantially unique and different.    Winner Selection and Prizes: At the end of each week, we will list the top ten (10) Community users which will consist of: 5 Community Members & 5 Super Users and they will advance to the final drawing. We will post each week in the News & Announcements the top 10 Solution providers.  At the end of the challenge, we will add all of the top 10 weekly names and enter them into a random drawing.  Then we will randomly select ten (10) winners (5 Community Members & 5 Super Users) from among all eligible entrants received across all weekly Entry Periods to receive the prize listed below. If a winner declines, we will draw again at random for the next winner.  A user will only be able to win once overall. If they are drawn multiple times, another user will be drawn at random.  Individuals will be contacted before the announcement with the opportunity to claim or deny the prize.  Once all of the winners have been notified, we will post in the News & Announcements of each community with the list of winners.   Each winner will receive one (1) Pass to the Power Platform Conference in Las Vegas, Sep. 18-20, 2024 ($1800 value). NOTE: Prize is for conference attendance only and any other costs such as airfare, lodging, transportation, and food are the sole responsibility of the winner. Tickets are not transferable to any other party or to next year’s event.   ** PLEASE SEE THE ATTACHED RULES for this CHALLENGE**   Week 1 Results: Congratulations to the Week 1 qualifiers, you are being entered in the random drawing that will take place at the end of the challenge.   Community MembersNumber SolutionsSuper UsersNumber Solutions Deenuji 9 @NathanAlvares24  17 @Anil_g  7 @ManishSolanki  13 @eetuRobo  5 @David_MA  10 @VishnuReddy1997  5 @SpongYe  9JhonatanOB19932 (tie) @Nived_Nambiar  8 @maltie  2 (tie)   @PA-Noob  2 (tie)   @LukeMcG  2 (tie)   @tgut03  2 (tie)       Week 2 Results: Congratulations to the Week 2 qualifiers, you are being entered in the random drawing that will take place at the end of the challenge. Week 2: Community MembersSolutionsSuper UsersSolutionsPower Automate  @Deenuji  12@ManishSolanki 19 @Anil_g  10 @NathanAlvares24  17 @VishnuReddy1997  6 @Expiscornovus  10 @Tjan  5 @Nived_Nambiar  10 @eetuRobo  3 @SudeepGhatakNZ 8     Week 3 Results: Congratulations to the Week 3 qualifiers, you are being entered in the random drawing that will take place at the end of the challenge. Week 3:Community MembersSolutionsSuper UsersSolutionsPower Automate Deenuji32ManishSolanki55VishnuReddy199724NathanAlvares2444Anil_g22SudeepGhatakNZ40eetuRobo18Nived_Nambiar28Tjan8David_MA22   Week 4 Results: Congratulations to the Week 4 qualifiers, you are being entered in the random drawing that will take place at the end of the challenge. Week 4:Community MembersSolutionsSuper UsersSolutionsPower Automate Deenuji11FLMike31Sayan11ManishSolanki16VishnuReddy199710creativeopinion14Akshansh-Sharma3SudeepGhatakNZ7claudiovc2CFernandes5 misc2Nived_Nambiar5 Usernametwice232rzaneti5 eetuRobo2   Anil_g2   SharonS2  

Check Out | 2024 Release Wave 2 Plans for Microsoft Dynamics 365 and Microsoft Power Platform

On July 16, 2024, we published the 2024 release wave 2 plans for Microsoft Dynamics 365 and Microsoft Power Platform. These plans are a compilation of the new capabilities planned to be released between October 2024 to March 2025. This release introduces a wealth of new features designed to enhance customer understanding and improve overall user experience, showcasing our dedication to driving digital transformation for our customers and partners.    The upcoming wave is centered around utilizing advanced AI and Microsoft Copilot technologies to enhance user productivity and streamline operations across diverse business applications. These enhancements include intelligent automation, AI-powered insights, and immersive user experiences that are designed to break down barriers between data, insights, and individuals. Watch a summary of the release highlights.    Discover the latest features that empower organizations to operate more efficiently and adaptively. From AI-driven sales insights and customer service enhancements to predictive analytics in supply chain management and autonomous financial processes, the new capabilities enable businesses to proactively address challenges and capitalize on opportunities.    

Updates to Transitions in the Power Platform Communities

We're embarking on a journey to enhance your experience by transitioning to a new community platform. Our team has been diligently working to create a fresh community site, leveraging the very Dynamics 365 and Power Platform tools our community advocates for.  We started this journey with transitioning Copilot Studio forums and blogs in June. The move marks the beginning of a new chapter, and we're eager for you to be a part of it. The rest of the Power Platform product sites will be moving over this summer.   Stay tuned for more updates as we get closer to the launch. We can't wait to welcome you to our new community space, designed with you in mind. Let's connect, learn, and grow together.   Here's to new beginnings and endless possibilities!   If you have any questions, observations or concerns throughout this process please go to https://aka.ms/PPCommSupport.   To stay up to date on the latest details of this migration and other important Community updates subscribe to our News and Announcements forums: Copilot Studio, Power Apps, Power Automate, Power Pages

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