Showing posts with label AI for Sales. Show all posts
Showing posts with label AI for Sales. Show all posts

Sunday, October 31, 2021

Accelerate your Sales with Dynamics 365 - 2021 Wave-2

 Dynamics 365 has introduced many new and updated functionality in its 2021 Wave-2 release. This blog is part-1 of a series of blogs on the Dynamics 365 wave-2 release. This blog will focus on the updates on the new Sales accelerator (Sales - Customer Engagement app). 

The Sales accelerator focus is on empowering the Sales workforce to better collaborate (Teams), improve their productivity (intelligent worklist) and achieve better sales outcomes (smart sequences). The figure below shows the Sales Insights with conversational intelligence (in preview)

Sales insights with intelligence


Another exciting new functionality (which was lacking in Dynamics 365) is the ability to do a round robin assignment of leads. This will be only available in the Feb-2022 timeframe so I will write about it once the public preview is available.

1. Teams integration - The teams integration with Dynamics 365 was available earlier. There is new enhancements to the integration that allows the user to do the following (public preview starts in Dec 2021/Feb 2022 so will be able to get more details and post later). This is very useful if you are already using teams as a communication and collaboration tool within the organization.

    a.    Edit a D365 record from within a teams conversation

    b.    Ability to add a note or task to a D365 record from teams chat with the required security access

    c.    Share D365 records with other users in a teams chat as a interactable card

    d.    Create and join team meetings from D365 record. Access Sales records and add notes from meetings. 

    e.    Ability to @mention a user in D365 record timeline and the Sales bot will post a message to teams

    f.    Get notification of updates to D365 Sales records that you follow from within teams

Enhanced Teams integration


In addition to the above you can also add Conversation Intelligence to the teams call (in preview). This will provide the capability to analyze the call recordings and get insights on the customer interactions.

2. Worklist & Sequencing - Worklist allows the manager to setup a view of items that are assigned or created that the sales rep should be focusing on. The sales rep can than search, filter, sort the items on the worklist. The work list detail view shows the up next priority item that the seller needs to work upon based upon the sequencing as set-up by the manager.
Sales accelerator - Worklist 


3. Smart sequences - can be set-up to have the seller follow a guided particular sequence of to-do events or activities for working on a lead or opportunity. The below figure shows a new lead nurturing sequence steps. 
New lead nurturing sequence


This sequence can be configured and setup by sales managers and can automatically creates activities for the seller to complete as per the steps in the sequence.

The sequence needs to be assigned to the records (leads or opportunities) so that the sellers can follow the same while working on the sales records. The sequence assignment is shown below.
Assign sequence to lead records



I hope the above helps to accelerate your sales and help the sellers to better convert leads and close more opportunities with the wave-2 release of Dynamics 365 - Sales app. Please let me know if you would like to know more about the new Sales accelerator enhancements.

Thanks for reading.
@mihircrm
365WithoutCode

     


Saturday, February 2, 2019

Set-up AI for Sales with Dynamics 365 - II

This is part II of my blogs on Dynamics 365 AI. In part-1 I wrote about how you can increase your Sales by using Dynamics 365 AI for Sales. This blog is about setting up AI for Sales. There may be some challenges in installing AI for Sales and I hope this blog helps you to simplify the process.

Follow the steps below to set-up AI for Sales in a trial environment.

1. Trial environments & licenses - I created a trial environment for Dynamics 365 which provided Office 365. Also added the following trial licenses to my Office 365 subscription.
Trial licenses


As I mentioned in my earlier blog, AI for Sales is a different application and needs a separate license. It is important to have the right licenses in place before you can do any set-up for AI for Sales. Assign the above licenses to the admin user.

2. Install Sales Insights add-on -
Once the license is assigned to the admin user you can log into Dynamics 365 as the admin user. Go to Settings > Sales AI and select Get it Now.

Get AI for Sales
You can also install from the admin portal.
In Office 365 go to Admin portal  > Dynamics 365 admin center and select your instance. Go to configure solutions as shown below. Add the sales insights add on solution. You will need to wait for the Sale insights add on install to be completed.

Add Sales Insight solution
You can check the install status of the Sales Insight add-on as shown below.
Installed
 You will need to go back to Dynamics 365 > Sales AI and provide permissions for external systems (Azure ML) to access the user data for AI for Sales App as shown below.
Permissions needed
I also got an update notification which basically required me to re-install the app again - refer below.

Update notification
App install

Once the app is installed you will see the following on Sales AI - 

Ready to configure


3. Configure Sales AI - Now that the solution is installed you are ready to configure AI for Sales. 
In Dynamics 365 go to Settings > Sales AI > Overview > Dynamics 365 AI for Sales.
Here you will be able to configure the following and also note the required data for set-up.

3.1 Relationship analytics - Requires access to data in Exchange online. 

Relationship Analytics
3.2 Predictive Lead Scoring - Requires 100 qualified and 1000 disqualified leads for model creation.
I created a sample 1100+ leads data and imported them to create the lead prediction model. (If you need this sample data for testing, do connect with me on LinkedIn or twitter @mihircrm and i can provide the same)

Lead model creation

After few hours the lead prediction model was created by AI for Sales

Lead prediction model
As you can see the model is categorizing the leads in 4 buckets (A,B,C & D) with a scale from 0-100. You can manually configure the scale if needed. If there is a new set of data that was imported you can even retrain the model. Over a period of time as new leads are generated, rejected or qualified it may be a good idea to check the veracity of the model.

3.3 Predictive Opportunity Scoring - This requires 400 qualified and 600 disqualified opportunities to create a model.

4. Error handling - As I was doing the initial testing on model creation I sometimes got the following error message. 

Error in model creation
You may stumble upon this error and there is a workaround for it. You can go to advanced find and do a search on records for LeadModelConfig entity. 

Lead Model Config

Delete the records in the LeadModelConfig and this will allow you to  re-run the model creation.

Delete

I hope this walk through help you in setting up Dynamics 365 AI for Sales. In my next blog I will write about the Dynamics 365 AI for Sales app. Do let me know about your experience with AI for Sales and keep reading.

Mihir Shah
365WithoutCode