From 88c66e035c65a4fabfb6890523b6b273914fb945 Mon Sep 17 00:00:00 2001
From: Daichi Isami <warito_hutsu@hotmail.com>
Date: Thu, 23 Oct 2025 23:33:17 -0700
Subject: [PATCH 01/14] Fix path for reasoning_agent_interactive.py

---
 .../interactive_test_harness/reasoning_agent_interactive.py    | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/src/tests/agents/interactive_test_harness/reasoning_agent_interactive.py b/src/tests/agents/interactive_test_harness/reasoning_agent_interactive.py
index 7b0a71db8..9d87c7d46 100644
--- a/src/tests/agents/interactive_test_harness/reasoning_agent_interactive.py
+++ b/src/tests/agents/interactive_test_harness/reasoning_agent_interactive.py
@@ -6,7 +6,8 @@
 from pathlib import Path
 
 # Add the backend path to sys.path so we can import v3 modules
-backend_path = Path(__file__).parent.parent.parent / "backend"
+
+backend_path = Path(__file__).parent.parent.parent.parent / "backend"
 sys.path.insert(0, str(backend_path))
 
 from v3.magentic_agents.models.agent_models import MCPConfig, SearchConfig

From 169abc3311ce13da50f80d877641fb38d53cf148 Mon Sep 17 00:00:00 2001
From: Thanusree-Microsoft
 <168087422+Thanusree-Microsoft@users.noreply.github.com>
Date: Mon, 27 Oct 2025 17:59:33 +0530
Subject: [PATCH 02/14] Create SampleQuestions.md

Created a new document for Sample questions
---
 docs/SampleQuestions.md | 1 +
 1 file changed, 1 insertion(+)
 create mode 100644 docs/SampleQuestions.md

diff --git a/docs/SampleQuestions.md b/docs/SampleQuestions.md
new file mode 100644
index 000000000..8b1378917
--- /dev/null
+++ b/docs/SampleQuestions.md
@@ -0,0 +1 @@
+

From 01b720a5af63d0285f092aa25f6910594fb0aec1 Mon Sep 17 00:00:00 2001
From: Thanusree-Microsoft
 <168087422+Thanusree-Microsoft@users.noreply.github.com>
Date: Mon, 27 Oct 2025 18:28:39 +0530
Subject: [PATCH 03/14] Add sample questions for app functionalities

Added sample questions and scenarios for users to explore various functionalities in the app.
---
 docs/SampleQuestions.md | 36 ++++++++++++++++++++++++++++++++++++
 1 file changed, 36 insertions(+)

diff --git a/docs/SampleQuestions.md b/docs/SampleQuestions.md
index 8b1378917..e9b22d255 100644
--- a/docs/SampleQuestions.md
+++ b/docs/SampleQuestions.md
@@ -1 +1,37 @@
 
+# Sample Questions
+
+To help you get started, here are some **Sample Prompts** you can ask in the app:
+
+## **Teams** 
+Select the team option from the top left section and click on **continue** button.
+
+### **Retail Scenario**
+The Retail scenario team option allows users to explore and retrieve information related to retail. Key functionalities include:
+
+_Sample operation:_
+- Task: From the Quick Tasks select the task "Satisfaction Plan" and submit it
+(Analyze the satisfaction of Emily Thompson with Contoso.  If needed, provide a plan to increase her satisfaction.)
+- Task: Click on "Approve Task Plan" Button
+(It goes into "Thinking Process" and observe a spinner "Processing your plan and coordinating with AI Agents") 
+
+### **Product Marketing Scenario**
+The Product Marketing Scenario allows users to explore and retrieve information related to the product. Key features include:
+
+_Sample operation:_
+- Task: Switch to the Team "Product Marketing Team" from the top left section and click "Continue" button
+- Task: From the Quick Tasks select the task "Draft a press release" and submit it(Write a press release about our current products.)
+- Task: Click on "Approve Task Plan" Button (It will trigger the "Generating Plan Action" and Give the Proposed Plan with 4 or more Steps)
+  
+![GenerateDraft](images/GenerateDraft.png)
+  
+### **HR Onboaring Scenario**
+The HR Onboaring Scenario allows users to explore and retrieve information related to the HR. Key tasks include:
+
+_Sample operation:_
+
+- Task: Switch to the Team "Human Resources Team" from the top left hand side and click "Continue"
+- Task: From the Quick Tasks select the task "Onboard New Employee" and submit it
+  
+This structured approach ensures that users can efficiently browse, create, and refine promissory notes while maintaining legal compliance and document accuracy.
+

From afffdb35697fb4d13c6d5f4791fb4cc04f6768e2 Mon Sep 17 00:00:00 2001
From: Thanusree-Microsoft
 <168087422+Thanusree-Microsoft@users.noreply.github.com>
Date: Tue, 28 Oct 2025 15:24:34 +0530
Subject: [PATCH 04/14] Add files via upload

---
 docs/images/samplequestion_1.png | Bin 0 -> 52127 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)
 create mode 100644 docs/images/samplequestion_1.png

diff --git a/docs/images/samplequestion_1.png b/docs/images/samplequestion_1.png
new file mode 100644
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From 6bc75e552d319a613c0ef18ea85a79c5f85bd508 Mon Sep 17 00:00:00 2001
From: Thanusree-Microsoft
 <168087422+Thanusree-Microsoft@users.noreply.github.com>
Date: Tue, 28 Oct 2025 16:13:37 +0530
Subject: [PATCH 05/14] Refine sample prompts for Teams and scenarios

Updated sample prompts for various scenarios to enhance clarity and consistency.
---
 docs/SampleQuestions.md | 46 ++++++++++++++++++++++++++---------------
 1 file changed, 29 insertions(+), 17 deletions(-)

diff --git a/docs/SampleQuestions.md b/docs/SampleQuestions.md
index e9b22d255..f1971813f 100644
--- a/docs/SampleQuestions.md
+++ b/docs/SampleQuestions.md
@@ -4,34 +4,46 @@
 To help you get started, here are some **Sample Prompts** you can ask in the app:
 
 ## **Teams** 
-Select the team option from the top left section and click on **continue** button.
+Select the team option from the top left section and click **continue** button.
+
+![GenerateDraft](images/samplequestion_1.png)
 
 ### **Retail Scenario**
-The Retail scenario team option allows users to explore and retrieve information related to retail. Key functionalities include:
+The Retail Scenario allows users to explore and retrieve information. Key tasks include:
 
 _Sample operation:_
-- Task: From the Quick Tasks select the task "Satisfaction Plan" and submit it
-(Analyze the satisfaction of Emily Thompson with Contoso.  If needed, provide a plan to increase her satisfaction.)
-- Task: Click on "Approve Task Plan" Button
-(It goes into "Thinking Process" and observe a spinner "Processing your plan and coordinating with AI Agents") 
+- Task: From the Quick Tasks, select **"Satisfaction Plan"** and submit it.
+  > _Observe: Analyze the satisfaction of Emily Thompson with Contoso is generated. If needed, provide a plan to increase satisfaction._
+- Task: Click **"Approve Task Plan"** Button
+  > _Observe: It goes into "Thinking Process", "Processing your plan" and "coordinating with AI Agents"._ 
 
 ### **Product Marketing Scenario**
-The Product Marketing Scenario allows users to explore and retrieve information related to the product. Key features include:
+The Product Marketing Scenario allows users to explore and retrieve information. Key tasks include:
 
 _Sample operation:_
-- Task: Switch to the Team "Product Marketing Team" from the top left section and click "Continue" button
-- Task: From the Quick Tasks select the task "Draft a press release" and submit it(Write a press release about our current products.)
-- Task: Click on "Approve Task Plan" Button (It will trigger the "Generating Plan Action" and Give the Proposed Plan with 4 or more Steps)
-  
-![GenerateDraft](images/GenerateDraft.png)
-  
+- Task: Switch to **"Product Marketing Team"** from the top left section and click **"Continue"** button.
+- Task: From the Quick Tasks, select **"Draft a press release"** and submit it.
+  > _Observe: Write a press release about our current products is generated._
+- Task: Click on **"Approve Task Plan"** Button
+  > _Observe: It will trigger the "Generating Plan Action" and "Proposed Plan" with 4 or more Steps_
+
 ### **HR Onboaring Scenario**
-The HR Onboaring Scenario allows users to explore and retrieve information related to the HR. Key tasks include:
+The HR Onboaring Scenario allows users to explore and retrieve information. Key tasks include:
 
 _Sample operation:_
 
-- Task: Switch to the Team "Human Resources Team" from the top left hand side and click "Continue"
-- Task: From the Quick Tasks select the task "Onboard New Employee" and submit it
+- Task: Switch to the **"Human Resources Team"** from the top left section and click **"Continue"**
+- Task: From the Quick Tasks, select **"Onboard New Employee"** and submit it.
   
-This structured approach ensures that users can efficiently browse, create, and refine promissory notes while maintaining legal compliance and document accuracy.
+  > _Observe: If it asks for additional clarification (Human in the loop) Please provide this information irrepective of what specific information is asked. This will       prevent agent for asking for multiple clarifications_
+
+  ```sh
+  department: hr, role: manager, start date: 11/23/2025, orientation date: 11/25/2025, location: onsite, email: js@contoso.com, mentor: Jim Shorts, benefits package:   standard, ID Card: yes, salary: 70000, Laptop : Dell 14 Plus
+  ```
+  > _Observe: It will trigger "Generating Plan Action" and "Proposed Plan" with 4 or more Steps_
+</br>
 
+- Task: Click on **"Approve Task Plan"** Button.
+  > _Observe: It goes into "Thinking Process", "Processing your plan" and "coordinating with AI Agents"_
+  
+This structured approach ensures that users receive automated, AI-coordinated task execution and intelligent responses from specialized agents.

From 8f5ccdba327c83055f9dc8fbbf0acc16209fc4fe Mon Sep 17 00:00:00 2001
From: Thanusree-Microsoft
 <168087422+Thanusree-Microsoft@users.noreply.github.com>
Date: Tue, 28 Oct 2025 16:18:39 +0530
Subject: [PATCH 06/14] Add 'Next Steps' section to Deployment Guide

Added a 'Next Steps' section with sample questions after deployment instructions.
---
 docs/DeploymentGuide.md | 5 ++++-
 1 file changed, 4 insertions(+), 1 deletion(-)

diff --git a/docs/DeploymentGuide.md b/docs/DeploymentGuide.md
index 3bed9496a..b9ea1d7d8 100644
--- a/docs/DeploymentGuide.md
+++ b/docs/DeploymentGuide.md
@@ -299,7 +299,6 @@ Once you've opened the project in [Codespaces](#github-codespaces), [Dev Contain
 
 10. If you are done trying out the application, you can delete the resources by running `azd down`.
 
-
 ### 🛠️ Troubleshooting
  If you encounter any issues during the deployment process, please refer [troubleshooting](../docs/TroubleShootingSteps.md) document for detailed steps and solutions.
 
@@ -510,3 +509,7 @@ To debug the python server in the frontend directory (frontend_server.py) and re
       "jinja": true
     }
 ```
+## Next Steps
+Now that you've completed your deployment, you can start using the solution. 
+
+To help you get started, here are some [Sample Questions](./SampleQuestions.md) you can follow to try it out.

From 6f2da10d6cc3dee55256edf0e353e86c234594b0 Mon Sep 17 00:00:00 2001
From: Roopan-Microsoft <168007406+Roopan-Microsoft@users.noreply.github.com>
Date: Tue, 4 Nov 2025 06:33:14 +0530
Subject: [PATCH 07/14] Update Retail Scenario instructions

Removed the instruction to provide a plan to increase satisfaction.
---
 docs/SampleQuestions.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/SampleQuestions.md b/docs/SampleQuestions.md
index f1971813f..3a98adafc 100644
--- a/docs/SampleQuestions.md
+++ b/docs/SampleQuestions.md
@@ -13,7 +13,7 @@ The Retail Scenario allows users to explore and retrieve information. Key tasks
 
 _Sample operation:_
 - Task: From the Quick Tasks, select **"Satisfaction Plan"** and submit it.
-  > _Observe: Analyze the satisfaction of Emily Thompson with Contoso is generated. If needed, provide a plan to increase satisfaction._
+  > _Observe: Analyze the satisfaction of Emily Thompson with Contoso is generated._
 - Task: Click **"Approve Task Plan"** Button
   > _Observe: It goes into "Thinking Process", "Processing your plan" and "coordinating with AI Agents"._ 
 

From e3ecf3f63d4372f3a6e09211d4340c5ce47297eb Mon Sep 17 00:00:00 2001
From: Roopan-Microsoft <168007406+Roopan-Microsoft@users.noreply.github.com>
Date: Tue, 4 Nov 2025 07:25:36 +0530
Subject: [PATCH 08/14] Revise Sample Prompts for Teams and Scenarios

Updated instructions for team selection and scenarios, enhancing clarity and detail.
---
 docs/SampleQuestions.md | 39 ++++++++++++++++++++++++++++++---------
 1 file changed, 30 insertions(+), 9 deletions(-)

diff --git a/docs/SampleQuestions.md b/docs/SampleQuestions.md
index 3a98adafc..d7cc9f0fa 100644
--- a/docs/SampleQuestions.md
+++ b/docs/SampleQuestions.md
@@ -4,38 +4,57 @@
 To help you get started, here are some **Sample Prompts** you can ask in the app:
 
 ## **Teams** 
-Select the team option from the top left section and click **continue** button.
+Select the Team option from the top-left section, then click Continue after choosing the desired team.
 
+By default, three teams are available after running the post-deployment scripts:
+- Retail
+- HR
+- Marketing
+  
 ![GenerateDraft](images/samplequestion_1.png)
 
 ### **Retail Scenario**
-The Retail Scenario allows users to explore and retrieve information. Key tasks include:
+If you select the Retail team, follow the prompts below.
+
+>**Agents Used:** Customer, Order, Analysis Recommendation
+
+The Retail scenario enables users to explore and access information related to the Retail team and its associated data. Key activities include:
 
 _Sample operation:_
 - Task: From the Quick Tasks, select **"Satisfaction Plan"** and submit it.
-  > _Observe: Analyze the satisfaction of Emily Thompson with Contoso is generated._
+  > _Observe: An analysis of Emily Thompson’s satisfaction with Contoso has been generated. It provides a proposed plan consisting of four or more steps._
 - Task: Click **"Approve Task Plan"** Button
-  > _Observe: It goes into "Thinking Process", "Processing your plan" and "coordinating with AI Agents"._ 
+  > _Observe: It goes into "Thinking Process", "Processing your plan" and "coordinating with AI Agents"._
+  > Review the output.
 
 ### **Product Marketing Scenario**
-The Product Marketing Scenario allows users to explore and retrieve information. Key tasks include:
+If you select the Marketing team, follow the prompts below.
+
+>**Agents Used:** Product, Marketing , Proxy 
+
+The Product Marketing Scenario allows users to explore and retrieve information related to Marketing and specific product. Key tasks include:
 
 _Sample operation:_
 - Task: Switch to **"Product Marketing Team"** from the top left section and click **"Continue"** button.
 - Task: From the Quick Tasks, select **"Draft a press release"** and submit it.
-  > _Observe: Write a press release about our current products is generated._
+  > _Observe: It will trigger the "Generating Plan Action" and Give the Proposed Plan with 4 or more Steps_
 - Task: Click on **"Approve Task Plan"** Button
-  > _Observe: It will trigger the "Generating Plan Action" and "Proposed Plan" with 4 or more Steps_
+  > _Observe: It goes into "Thinking Process" and observe a spinner "Processing your plan and coordinating with AI Agents" _
+  > Review the output.
 
 ### **HR Onboaring Scenario**
-The HR Onboaring Scenario allows users to explore and retrieve information. Key tasks include:
+If you select the HR team, follow the prompts below.
+
+>**Agents Used:** HR Helper, Technical support , Proxy 
+
+The HR Onboaring Scenario allows users to explore and retrieve information related to OnBoarding the Employee. Key tasks include:
 
 _Sample operation:_
 
 - Task: Switch to the **"Human Resources Team"** from the top left section and click **"Continue"**
 - Task: From the Quick Tasks, select **"Onboard New Employee"** and submit it.
   
-  > _Observe: If it asks for additional clarification (Human in the loop) Please provide this information irrepective of what specific information is asked. This will       prevent agent for asking for multiple clarifications_
+  > _Observe: If it asks for additional clarification (Human in the loop) Please provide this information irrepective of what specific information is asked. This will prevent agent for asking for multiple clarifications_
 
   ```sh
   department: hr, role: manager, start date: 11/23/2025, orientation date: 11/25/2025, location: onsite, email: js@contoso.com, mentor: Jim Shorts, benefits package:   standard, ID Card: yes, salary: 70000, Laptop : Dell 14 Plus
@@ -45,5 +64,7 @@ _Sample operation:_
 
 - Task: Click on **"Approve Task Plan"** Button.
   > _Observe: It goes into "Thinking Process", "Processing your plan" and "coordinating with AI Agents"_
+  > Review the output.
+
   
 This structured approach ensures that users receive automated, AI-coordinated task execution and intelligent responses from specialized agents.

From 780882e9d073d13f4c7003a2c8dc6573d017d79d Mon Sep 17 00:00:00 2001
From: Roopan-Microsoft <168007406+Roopan-Microsoft@users.noreply.github.com>
Date: Tue, 4 Nov 2025 08:20:43 +0530
Subject: [PATCH 09/14] Update SampleQuestions.md

---
 docs/SampleQuestions.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/SampleQuestions.md b/docs/SampleQuestions.md
index d7cc9f0fa..50488c93b 100644
--- a/docs/SampleQuestions.md
+++ b/docs/SampleQuestions.md
@@ -1,5 +1,5 @@
 
-# Sample Questions
+# Sample Workflow
 
 To help you get started, here are some **Sample Prompts** you can ask in the app:
 

From f2880d9e4666b66152506b4dc0451d4ba669606e Mon Sep 17 00:00:00 2001
From: Thanusree-Microsoft
 <168087422+Thanusree-Microsoft@users.noreply.github.com>
Date: Tue, 4 Nov 2025 16:45:21 +0530
Subject: [PATCH 10/14] Update image alt text in SampleQuestions.md

---
 docs/SampleQuestions.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/SampleQuestions.md b/docs/SampleQuestions.md
index 50488c93b..6e2b6ee23 100644
--- a/docs/SampleQuestions.md
+++ b/docs/SampleQuestions.md
@@ -11,7 +11,7 @@ By default, three teams are available after running the post-deployment scripts:
 - HR
 - Marketing
   
-![GenerateDraft](images/samplequestion_1.png)
+![Application](images/samplequestion_1.png)
 
 ### **Retail Scenario**
 If you select the Retail team, follow the prompts below.

From b9b2c8085234173ed026603f1ab857c33bc98a19 Mon Sep 17 00:00:00 2001
From: Roopan-Microsoft <168007406+Roopan-Microsoft@users.noreply.github.com>
Date: Tue, 4 Nov 2025 22:04:21 +0530
Subject: [PATCH 11/14] Apply suggestion from @Copilot

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
---
 docs/SampleQuestions.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/SampleQuestions.md b/docs/SampleQuestions.md
index 6e2b6ee23..49e36ba4b 100644
--- a/docs/SampleQuestions.md
+++ b/docs/SampleQuestions.md
@@ -37,7 +37,7 @@ The Product Marketing Scenario allows users to explore and retrieve information
 _Sample operation:_
 - Task: Switch to **"Product Marketing Team"** from the top left section and click **"Continue"** button.
 - Task: From the Quick Tasks, select **"Draft a press release"** and submit it.
-  > _Observe: It will trigger the "Generating Plan Action" and Give the Proposed Plan with 4 or more Steps_
+  > _Observe: It will trigger the "Generating Plan Action" and give the Proposed Plan with 4 or more Steps_
 - Task: Click on **"Approve Task Plan"** Button
   > _Observe: It goes into "Thinking Process" and observe a spinner "Processing your plan and coordinating with AI Agents" _
   > Review the output.

From 7bcdedd608ee4efd1a8765d2e1617a37dd299303 Mon Sep 17 00:00:00 2001
From: Roopan-Microsoft <168007406+Roopan-Microsoft@users.noreply.github.com>
Date: Tue, 4 Nov 2025 22:04:48 +0530
Subject: [PATCH 12/14] Apply suggestion from @Copilot

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
---
 docs/SampleQuestions.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/docs/SampleQuestions.md b/docs/SampleQuestions.md
index 49e36ba4b..53d7e7f73 100644
--- a/docs/SampleQuestions.md
+++ b/docs/SampleQuestions.md
@@ -42,12 +42,12 @@ _Sample operation:_
   > _Observe: It goes into "Thinking Process" and observe a spinner "Processing your plan and coordinating with AI Agents" _
   > Review the output.
 
-### **HR Onboaring Scenario**
+### **HR Onboarding Scenario**
 If you select the HR team, follow the prompts below.
 
 >**Agents Used:** HR Helper, Technical support , Proxy 
 
-The HR Onboaring Scenario allows users to explore and retrieve information related to OnBoarding the Employee. Key tasks include:
+The HR Onboarding Scenario allows users to explore and retrieve information related to OnBoarding the Employee. Key tasks include:
 
 _Sample operation:_
 

From 2453e76d19e9b276d25eea943ec41f7fc81bad1a Mon Sep 17 00:00:00 2001
From: Roopan-Microsoft <168007406+Roopan-Microsoft@users.noreply.github.com>
Date: Tue, 4 Nov 2025 22:05:05 +0530
Subject: [PATCH 13/14] Apply suggestion from @Copilot

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
---
 docs/SampleQuestions.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/SampleQuestions.md b/docs/SampleQuestions.md
index 53d7e7f73..fdd237ae3 100644
--- a/docs/SampleQuestions.md
+++ b/docs/SampleQuestions.md
@@ -54,7 +54,7 @@ _Sample operation:_
 - Task: Switch to the **"Human Resources Team"** from the top left section and click **"Continue"**
 - Task: From the Quick Tasks, select **"Onboard New Employee"** and submit it.
   
-  > _Observe: If it asks for additional clarification (Human in the loop) Please provide this information irrepective of what specific information is asked. This will prevent agent for asking for multiple clarifications_
+  > _Observe: If it asks for additional clarification (Human in the loop) Please provide this information irrespective of what specific information is asked. This will prevent agent for asking for multiple clarifications_
 
   ```sh
   department: hr, role: manager, start date: 11/23/2025, orientation date: 11/25/2025, location: onsite, email: js@contoso.com, mentor: Jim Shorts, benefits package:   standard, ID Card: yes, salary: 70000, Laptop : Dell 14 Plus

From 4b51ba36da3d300cbc319c37af887caa6447b990 Mon Sep 17 00:00:00 2001
From: Thanusree-Microsoft
 <168087422+Thanusree-Microsoft@users.noreply.github.com>
Date: Wed, 5 Nov 2025 14:14:49 +0530
Subject: [PATCH 14/14] Refine task observations and response time notes

Updated response time notes and observations for various tasks in the Retail, Product Marketing, and HR Onboarding scenarios.
---
 docs/SampleQuestions.md | 19 +++++++++++++------
 1 file changed, 13 insertions(+), 6 deletions(-)

diff --git a/docs/SampleQuestions.md b/docs/SampleQuestions.md
index fdd237ae3..89f0ed0c1 100644
--- a/docs/SampleQuestions.md
+++ b/docs/SampleQuestions.md
@@ -22,10 +22,13 @@ The Retail scenario enables users to explore and access information related to t
 
 _Sample operation:_
 - Task: From the Quick Tasks, select **"Satisfaction Plan"** and submit it.
+  > _Note: Average response time is 15–20 seconds._ <br>
   > _Observe: An analysis of Emily Thompson’s satisfaction with Contoso has been generated. It provides a proposed plan consisting of four or more steps._
+   
 - Task: Click **"Approve Task Plan"** Button
-  > _Observe: It goes into "Thinking Process", "Processing your plan" and "coordinating with AI Agents"._
-  > Review the output.
+  > _Note: Average response time is 01 minute 15 seconds._ <br>
+  > _Observe: It goes into "Thinking Process", "Processing your plan" and "coordinating with AI Agents"._ <br>
+  > _Review the output._
 
 ### **Product Marketing Scenario**
 If you select the Marketing team, follow the prompts below.
@@ -37,10 +40,12 @@ The Product Marketing Scenario allows users to explore and retrieve information
 _Sample operation:_
 - Task: Switch to **"Product Marketing Team"** from the top left section and click **"Continue"** button.
 - Task: From the Quick Tasks, select **"Draft a press release"** and submit it.
+  > _Note: Average response time is 15–20 seconds._ <br>
   > _Observe: It will trigger the "Generating Plan Action" and give the Proposed Plan with 4 or more Steps_
 - Task: Click on **"Approve Task Plan"** Button
-  > _Observe: It goes into "Thinking Process" and observe a spinner "Processing your plan and coordinating with AI Agents" _
-  > Review the output.
+  > _Note: Average response time is around 01 minute._ <br>
+  > _Observe: It goes into "Thinking Process" and observe a spinner "Processing your plan and coordinating with AI Agents"._ <br>
+  > _Review the output._
 
 ### **HR Onboarding Scenario**
 If you select the HR team, follow the prompts below.
@@ -54,6 +59,7 @@ _Sample operation:_
 - Task: Switch to the **"Human Resources Team"** from the top left section and click **"Continue"**
 - Task: From the Quick Tasks, select **"Onboard New Employee"** and submit it.
   
+  > _Note: Average response time is 15–20 seconds._ <br>
   > _Observe: If it asks for additional clarification (Human in the loop) Please provide this information irrespective of what specific information is asked. This will prevent agent for asking for multiple clarifications_
 
   ```sh
@@ -63,8 +69,9 @@ _Sample operation:_
 </br>
 
 - Task: Click on **"Approve Task Plan"** Button.
-  > _Observe: It goes into "Thinking Process", "Processing your plan" and "coordinating with AI Agents"_
-  > Review the output.
+  > _Note: Average response time is around 01 minute 15 seconds._ <br>
+  > _Observe: It goes into "Thinking Process", "Processing your plan" and "coordinating with AI Agents"_ <br>
+  > _Review the output._
 
   
 This structured approach ensures that users receive automated, AI-coordinated task execution and intelligent responses from specialized agents.