Power Automate Email Classifier Flow

@techsty2014

Hey, We will debug your Power Automate flow and fix the prompt output issue. Most likely the problem sits in how the AI response is parsed or how the condition evaluates the returned label. We will trace the run history, inspect the raw classification output, and correct the expression logic so the flow routes correctly. A couple of quick things to confirm: 1) Are you using AI Builder or a custom HTTP endpoint for classification? 2) Can you share a screenshot of the failed run history? The number quoted here is a starting estimate. The exact cost and timeline will be confirmed after we go through the full scope together. Looking forward to your response. Best regards, Faizan

@Appworldz

This is exactly the kind of Power Automate + AI debugging work I handle regularly. Most likely the issue is either malformed prompt context, incorrect dynamic content mapping, or AI response parsing inside the condition step — I’ve fixed similar AI Builder/OpenAI flows multiple times. I can clean the logic, fix the classification output, and deliver: Exported .zip flow Readme with connector/model setup Test proof (screens/video) Your budget is a bit low for AI-integrated troubleshooting; realistic cost is €150 with delivery in 1 day. I can start immediately and keep the flow minimal, readable, and easy to extend later.

@albertc1996

Hello, hope you’re doing well. It looks like your Power Automate flow is very close, and the issue comes from how the output is being parsed or passed through the next steps. This is a common behavior when one module affects the logic of another step. If you can share the exported .zip and a short description of the wrong output you’re seeing, I can import the flow, debug the exact point of failure. I’ve worked with Power Automate debugging and HTTP actions and I’d be happy to help you get this flow running cleanly.

@ahmedsadek111124

I read your project carefully, and this is exactly the type of Power Platform work I handle regularly. If you're looking for someone who understands both the technical side and the business logic behind the system I can help. I work extensively with AI Development, HTTP, API Integration, Automation, Cloud Development, Power Automate, AI Model Development, Email Handling, Data Integration and Email Marketing

@goranm16

Hi, The main risk here is not the email trigger itself — it’s usually the classification output format. If the AI Builder/OpenAI response returns slightly different text, casing, JSON paths, or confidence values than the condition expects, Power Automate will quietly route the flow the wrong way. I can review and fix the existing flow so it stays compact and easy for you to extend later. I’d focus on: • Checking the AI/KI prompt or classifier response and confirming the exact output shape • Fixing the condition logic so it only continues on the intended label/value • Cleaning up step names, variables, and expressions so the flow is easy to edit • Adding a simple confirmation email as the downstream action • Exporting the working cloud flow as a .zip with a short read-me and test proof A common example: the model returns “Relevant” in plain text, but the flow condition checks a JSON field like `label`, or compares against `relevant` lowercase. The flow looks correct, but the branch fails. I’d isolate that output first, then make the condition reliable. Best,

@matheussilva114

Hi there, THE CHALLENGE is ensuring the seamless integration of AI/KI model classification within the Power Automate flow to accurately identify and process incoming emails based on specific criteria. Potential technical difficulties may arise in configuring the AI Builder text classification or custom endpoint integration, ensuring the trigger accurately identifies new emails, and handling errors or discrepancies in the classification process. I will address these challenges by thoroughly testing the flow, troubleshooting any issues that arise, and providing clear documentation on how to adjust the connectors and settings for future modifications. Regards, Matheus

@aimansulaiman

With an in-depth understanding of email communication gained through my years of experience in email marketing, I am confident that I can tackle the specific needs of your Power Automate flow. My expertise in managing, optimizing and running successful email campaigns - including audience segmentation and personalization - provides me with the well-rounded skillset necessary for a project like yours. Moreover, I have a strong background in Marketing Automation & Workflow Design. Thus, I can assure you that not only will your inbox be efficiently monitored, but the flow will also be optimized to act promptly once a relevant AI/KI classification is made. Comparatively, I excel at employing clean and minimal logic — not cluttering workflows with unnecessary branches or loops. Lastly, I understand the crucial importance of clarity and allowing flexibility for future tweaking. Hence, delivering a comprehensive read-me document with all the connectors used, where to input your credentials or model ID along with clearly named variables, steps and expressions is second nature to me. Let me leverage my technical acumen and proficiency in Email Handling & Marketing to bring your project to fruition smoothly. Choose me for meticulous action and thorough documentation!

@srdjan9494

Hello, Regarding the "AI/KI model classification" in your email flow, I can debug why your prompt output is incorrect and provide a fully working Day-1 flow. I will ensure the trigger runs on arrival, only continues for the correct classification, and stops quietly otherwise. I plan to use Power Automate with AI Builder (or your HTTP endpoint) and will deliver a .zip export, a concise read-me for credentials/model ID placement, and a short test video showing the trigger, classification, and confirmation email. Variables and steps will be clearly named for easy tweaks. Do you want me to include a simple retry mechanism if the HTTP call fails? Looking forward to working with you. Srdjan Njegovan

@Sjtsresth

Hello, Your main challenge is that the AI classification inside your existing Power Automate flow is returning the wrong prompt output, breaking the decision logic and stopping the confirmation email from behaving as expected. I can help you pinpoint and fix this quickly. From your description, you already have the flow built with the “When a new email arrives (V3)” trigger and AI/HTTP call. I’ll first review the exported flow to inspect expressions, mappings to the AI model, and condition logic on the returned label/value. Then I’ll run targeted tests with sample emails to reproduce the error and check the raw JSON outputs. Next, I’ll correct the parsing of the AI response, clean up conditions, and rename actions/variables for clarity. Finally, I’ll provide the updated .zip, a short read‑me on connectors/credentials, and quick test evidence. Looking forward to helping you get this classifier flow running reliably. Best regards, Sajat Prasad

@elijahhmonreal

Hi there, I just read your posting. It sounds like you need an expert in Power Automate who can help you refine your email classifier flow. I am a software engineer with 10+ years of experience in cloud development and automation. Addressing errors in flows, particularly those involving AI Builder and HTTP actions, is my forte. I can quickly review your existing setup, identify issues causing incorrect prompt outputs, and implement necessary corrections. Once the flow is functioning as required, I will ensure that you receive a neatly packed .zip file of the cloud flow along with a clear read-me document. This will detail the connectors used, as well as instructions for inputting your credentials or model ID. I'll also provide a quick test video demonstrating the trigger and classification call with an example message. Let me know if my profile looks interesting, and we can set up a time to talk. Best regards, Elijah M.

@SonnyDube

I am a perfect fit for your project. I understand you need a clean Power Automate flow triggered by new emails that uses AI classification to determine relevancy and sends a confirmation email upon a positive match. My focus will be on delivering seamless functionality with minimal, well-named steps to ensure easy customization and error resolution. While I am new to Freelancer, I have strong experience and have delivered similar solutions integrating AI Builder and HTTP actions with Office 365 Outlook outside the platform. I offer a free consultation to fully understand your setup and provide the best technical approach. I would love to chat more about your project! Regards, Sonny Dube

@GenoraLabs

Hello, Have you encountered issues with your current Power Automate email classifier flow? I can assist in troubleshooting and identifying the errors to ensure the correct output is generated. I plan to efficiently analyze the existing workflow, pinpointing the source of the incorrect output, and implementing necessary adjustments for accurate results. By focusing on clarity and minimal logic, the flow will be optimized for seamless operation. Core Deliverables: - Exported .zip of the completed cloud flow - Detailed read-me guide showcasing connectors used and where to input credentials or model ID - Test evidence demonstrating trigger, classification call, and downstream action with an example message Expertise & Portfolio: I'll share my portfolio with you in the DM. Kindly ping me there. My experience with AI Builder and text-classification endpoints in Power Automate ensures a smooth and successful project delivery. I’d be happy to discuss your project further and answer any questions. Best regards, Malaika

@usmang276

I can help you complete and debug this Power Automate flow quickly. I have experience working with Power Automate, AI Builder, OpenAI/API-based classification endpoints, Outlook triggers, and HTTP integrations. From your description, the issue most likely comes from the AI prompt structure, incorrect parsing of the response body, or the condition expression comparing the wrong output value. I can review the existing workflow, identify why the classification result is inaccurate, and optimize the prompt/output handling so the flow only continues when the correct label is returned. What I will deliver: • Clean and compact Power Automate cloud flow • Exported .zip package • Properly named actions, variables, and expressions • Read-me with connector setup and credential/model configuration • Test evidence with working trigger, AI classification, and confirmation email step I can also improve: • Prompt engineering for better classification accuracy • JSON parsing and dynamic content mapping • HTTP/API response handling • Error handling and false-positive reduction The flow logic will remain minimal and easy to extend later with additional actions. I am available to start immediately and can quickly troubleshoot the current issue in your existing flow. Looking forward to working with you.

@nikunjtechgeek

Hi there, Wrong AI output in Power Automate usually comes from incorrect prompt mapping, invalid response parsing, or condition logic reading the wrong payload value. The flow can be fixed by restructuring the AI response handling, validating classification output, and simplifying the trigger-condition flow so only correctly classified emails continue into downstream actions. Regards, Nikunj

@Ahmeedovic

Hi there, The issue you are experiencing with the incorrect prompt output usually stems from how the JSON payload is structured before passing it to the AI Builder/HTTP action, or a subtle flaw in the token trimming within your Power Automate expressions. When text contains unexpected line breaks or special characters, the classification model often misinterprets the prompt context. I have built very similar workflows, specifically integrating custom NLP endpoints and automated data pipelines. In one of my recent projects involving text classification and synthetic data generation, I tackled this exact bottleneck by implementing strict dynamic schema validation using Parse JSON right after the email trigger, ensuring the payload sent to the AI model was completely sanitized. For your flow, we will ensure that: 1 The Body of the email is cleaned using the Html to text action to prevent HTML tags from corrupting your prompt logic. 2 The conditional expression uses a strict object reference (e.g., outputs('HTTP')?['body/label']) so the flow never breaks or falls into an unintended loop. I can deliver the clean .zip export of the optimized cloud flow, along with a structured ReadMe file mapping out the exact environment variables for your Model ID, within a few hours. To pinpoint the exact root cause right away: Could you share the current expression or JSON schema you are using to pass the email body into your AI classification step? Best regards,

@alis0343

As a power-user of Google Apps Script and a seasoned Web Application Designer, I have gained ample experience in implementing automation solutions with APIs. Given your project's requirements of integrating AI Builder, OpenAI, or similar text-classification endpoints inside Power Automate, this feels right down my alley. Consequently, I am confident in my ability to deliver the efficient, compact flow that you have described.

@birspetech

Hey there! Aditi here. I can totally jump on your Power Automate email classification flow. I've done heaps of stuff with AI Builder and custom text classification endpoints, so figuring out that AI output issue—or building it from scratch—is right up my alley. I can start right now. Maybe a quick chat?

@aibuildflowa

Hi, I can help you debug this Power Automate email classifier flow and make the AI output route correctly. This is a focused automation repair: trigger, classification call, condition mapping, and a clean confirmation action. My approach would be: 1. review the current flow structure and the wrong prompt/classification output, 2. check the AI Builder or HTTP response shape and the exact label/value returned, 3. fix the condition expression so irrelevant emails stop and matching emails continue, 4. clean up names/variables so you can adjust it later, 5. provide a short README and test evidence with one sample email. I do not need your mailbox password, Microsoft password, API keys, tokens, or tenant admin access. You can share your screen, or send redacted screenshots/exported flow details and fake sample email text. Any connector login stays on your side. I can deliver the first fixed version in 1 day if you can provide the current flow screenshots/export, the expected classification label, and one example email that should match plus one that should not.

@rachely92

Here’s a 100‑word description for a Power Automate flow, including your background: I’m Rachel Yim, a Low Code Development student on the Dean’s Honor List at George Brown College. I designed a Power Automate flow for Elevate (fitness app capstone) to automate user notifications, data sync between Power Apps and Power BI, and daily progress reports. The flow triggers when a user logs a workout – it updates a SharePoint list, sends a confirmation email via Outlook, and posts a summary to Microsoft Teams. Error handling and approvals are built in. This reduced manual data entry by 90%. I also documented the entire flow logic as Project Manager & Document Lead. Ready to automate your business processes.