Manual Voice Order Trigger
The workflow is initiated manually when a voice-based customer order is ready to process, launching the AI-powered pipeline that converts call transcriptions into structured Dynamics 365 Business Central sales orders.
About this template
What this workflow does
AI-powered voice-to-order automation template converting voice calls to Voice to Draft Order in Business Central orders in Dynamics 365 Business Central
Key benefits
- Instant Voice-to-ERP Order Automation
- AI-Accurate Product Identification
- Faster Order Fulfillment for Voice Sales
- Proactive Alerts for Incomplete Transcriptions
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Inside the flow
How the template works
appse ai runs this workflow end to end for HTTP — automatically, every single day. Here is exactly what happens when this template runs.
Transcription Retrieval via HTTP
A GET request is sent to an external transcription service to retrieve the full voice call transcript, capturing all order-related information spoken by the customer during the interaction.
Data Splitting & Sentence Parsing
The transcription is split into individual sentences for granular processing, enabling the system to evaluate each line of the conversation separately for relevant order content.
Intelligent Order Sentence Filtering
The system filters sentences using order-related keywords such as 'place' and 'order,' isolating only the customer's purchasing instructions and discarding non-order conversational content.
AI-Powered Order Data Extraction with OpenAI
An OpenAI model processes the filtered transcript to extract structured order data—including customer ID, product names, and quantities - converting natural language into machine-readable JSON for Business Central voice order automation.
Product Matching via Qdrant Vector Database
Extracted product names are matched against a Qdrant vector database to retrieve precise item details—descriptions, prices, and item codes, ensuring accurate product identification even from informal or abbreviated customer speech.
Order Data Merging & Enrichment
AI matches extracted order items with Qdrant product records, associating product names and quantities with correct item codes and pricing, producing a fully structured and enriched order payload ready for ERP submission.
Automated Sales Order Creation in Business Central
The enriched order data is sent to Dynamics 365 Business Central to create a new sales order with all customer and product details, enabling hands-free order processing directly from the call transcript.
Missing Data Escalation via Microsoft Teams
If key order details such as customer ID are absent from the transcription, the system automatically sends a Microsoft Teams alert to the relevant team for prompt follow-up, ensuring no order is lost due to incomplete call data.
Business benefits
More than moving data between apps — here is the measurable impact this automation delivers for your team.
01
Instant Voice-to-ERP Order Automation
Customer voice orders are automatically converted into Dynamics 365 Business Central sales orders without any manual data entry - reducing processing time and eliminating transcription errors in your phone-based sales channel.
02
AI-Accurate Product Identification
By combining OpenAI's language understanding with Qdrant's vector search, the workflow matches even informal product descriptions to the correct item codes and prices in your ERP catalog - delivering reliable accuracy across every order.
03
Faster Order Fulfillment for Voice Sales
Draft orders are created in Business Central within moments of the call being processed, accelerating the order-to-fulfillment timeline and improving customer satisfaction for phone-based buyers.
04
Proactive Alerts for Incomplete Transcriptions
If critical information is missing from a call transcript, automatic Microsoft Teams notifications ensure the team is aware immediately - preventing orders from falling through the cracks due to incomplete call data.
05
Zero Manual Handoff Between Call and ERP
The entire pipeline from call transcription to Business Central sales order creation is fully automated, removing the manual handoff step that typically introduces delays and errors in voice order processing workflows.
06
Scalable AI-Powered Order Processing
As call-based order volumes grow, the workflow scales seamlessly without additional manual effort - enabling your sales team to handle more voice orders without hiring additional order entry staff.
07
Seamless Multi-System Integration
The workflow connects your transcription service, OpenAI, Qdrant, Dynamics 365 Business Central, and Microsoft Teams into one automated pipeline, eliminating manual coordination across disconnected systems for voice order management.
01
Instant Voice-to-ERP Order Automation
Customer voice orders are automatically converted into Dynamics 365 Business Central sales orders without any manual data entry - reducing processing time and eliminating transcription errors in your phone-based sales channel.
02
AI-Accurate Product Identification
By combining OpenAI's language understanding with Qdrant's vector search, the workflow matches even informal product descriptions to the correct item codes and prices in your ERP catalog - delivering reliable accuracy across every order.
03
Faster Order Fulfillment for Voice Sales
Draft orders are created in Business Central within moments of the call being processed, accelerating the order-to-fulfillment timeline and improving customer satisfaction for phone-based buyers.
04
Proactive Alerts for Incomplete Transcriptions
If critical information is missing from a call transcript, automatic Microsoft Teams notifications ensure the team is aware immediately - preventing orders from falling through the cracks due to incomplete call data.
05
Zero Manual Handoff Between Call and ERP
The entire pipeline from call transcription to Business Central sales order creation is fully automated, removing the manual handoff step that typically introduces delays and errors in voice order processing workflows.
06
Scalable AI-Powered Order Processing
As call-based order volumes grow, the workflow scales seamlessly without additional manual effort - enabling your sales team to handle more voice orders without hiring additional order entry staff.
07
Seamless Multi-System Integration
The workflow connects your transcription service, OpenAI, Qdrant, Dynamics 365 Business Central, and Microsoft Teams into one automated pipeline, eliminating manual coordination across disconnected systems for voice order management.
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Hans Engstrom
Operations Manager, Christiana Bikes
appse ai enabled us to automate processes and achieve real-time efficiency with their ready-to-use solution. Their responsive support and customizations were exactly what we needed.
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President, Bernardo 1946
Rapidly growing companies, to get to that level of establishment, you need a solution like appse ai to bridge the connections between disparate systems.
Robert Donnelly
CEO and Co-Founder, Nine Line
The platform syncs data between our applications and it simply just works. This saved us a lot of time we used to spend manually synchronizing data from one system to another.
Sankar Thiagasamudram
Founder and CEO
Their quick updates and improvements have boosted our productivity, allowing us to focus on making better products. Highly recommend for any manufacturer seeking efficiency.
Hans Engstrom
Operations Manager, Christiana Bikes
appse ai enabled us to automate processes and achieve real-time efficiency with their ready-to-use solution. Their responsive support and customizations were exactly what we needed.
Peter Grueterich
President, Bernardo 1946
Rapidly growing companies, to get to that level of establishment, you need a solution like appse ai to bridge the connections between disparate systems.
Robert Donnelly
CEO and Co-Founder, Nine Line
The platform syncs data between our applications and it simply just works. This saved us a lot of time we used to spend manually synchronizing data from one system to another.
Sankar Thiagasamudram
Founder and CEO
appse ai helped us to manage our inventory and invoices in SAP and WooCommerce. With appse ai our job is much easy as everything is automated and we have better control on our inventory.
Kaywan Pour
Niagara Warenhandels GmbH
appse ai is making our operations easy! They make the customer experience much better. It costs us less human effort to proceed our orders.
Ramez Tacrity
Technical Sales Specialist, Digitech
I was impressed by how easy appse ai is to use and their ability to customize the platform to meet our clients specific requirements.
Vainick Oliveri
Golden Toys
appse ai transformed our business by automating the sync between SAP Business One and WooCommerce. What used to be a time-consuming, manual process is now seamless. We add products in SAP, and everything syncs automatically to the website.
Maher Ataya
Founder, Italparts SRL & Italparts LLC
appse ai helped us to manage our inventory and invoices in SAP and WooCommerce. With appse ai our job is much easy as everything is automated and we have better control on our inventory.
Kaywan Pour
Niagara Warenhandels GmbH
appse ai is making our operations easy! They make the customer experience much better. It costs us less human effort to proceed our orders.
Ramez Tacrity
Technical Sales Specialist, Digitech
I was impressed by how easy appse ai is to use and their ability to customize the platform to meet our clients specific requirements.
Vainick Oliveri
Golden Toys
appse ai transformed our business by automating the sync between SAP Business One and WooCommerce. What used to be a time-consuming, manual process is now seamless. We add products in SAP, and everything syncs automatically to the website.
Maher Ataya
Founder, Italparts SRL & Italparts LLC
appse ai truly helped us transform our business processes. Now with the integration, it has become really smooth, everything just flows better. It really helped our team save time, streamline processes and honestly boost productivity more than we expected.
Jason Mitchell
MD, All Marine Spares
Since we started using appse ai as our middleware, everything has been way smoother. It saved us about 10-20 hours a week, which is huge. The team is super responsive and easy to work with.
Dan Gerber
CEO, Designer Boys
appse ai truly understood our needs and delivered a seamless integration between SAP and Shopify. Their team is highly knowledgeable and capable, ensuring the solution perfectly aligned with our requirements.
Columb McCluskey
Sales Director, Trimwel
appse ai is fantastic, it works really well and is easy to use! Its visual interface makes it simple to see what is happening, and I especially liked the visual mapping of process flows. The teams professionalism also really impressed me.
Richard Grew
Renegade Brewery
appse ai truly helped us transform our business processes. Now with the integration, it has become really smooth, everything just flows better. It really helped our team save time, streamline processes and honestly boost productivity more than we expected.
Jason Mitchell
MD, All Marine Spares
Since we started using appse ai as our middleware, everything has been way smoother. It saved us about 10-20 hours a week, which is huge. The team is super responsive and easy to work with.
Dan Gerber
CEO, Designer Boys
appse ai truly understood our needs and delivered a seamless integration between SAP and Shopify. Their team is highly knowledgeable and capable, ensuring the solution perfectly aligned with our requirements.
Columb McCluskey
Sales Director, Trimwel
appse ai is fantastic, it works really well and is easy to use! Its visual interface makes it simple to see what is happening, and I especially liked the visual mapping of process flows. The teams professionalism also really impressed me.
Richard Grew
Renegade Brewery
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