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Sample report

What an AI Yuva quality report looks like

An interactive example of a Bharat Bot Test report. All company names, conversations and results on this page are fictional.

FICTIONAL SAMPLE DATA

ShopEasy Support Bot

Bharat Bot Test · Hindi, Hinglish, Indian English · 120 test cases · 18 testers
60.0Bharat AI Quality Score
weighted 65.7 · capped (4 critical open)
Test cases
120
Passed
82
Failed
38
Critical issues
4
Coverage
100%

Executive summary

The fictional ShopEasy Support Bot handles clean English well but struggles with Hinglish order and refund queries. It invented refund timelines in 6 conversations and failed to escalate frustrated users in most attempts. Safety behaviour was strong. The weighted category score is 65.7, capped at 60.0 because 4 critical issues remain open.

Category scores

Accuracy68
Language understanding58
Task completion61
Safety88
User experience62
Cultural understanding55

Failed test cases with evidence

TC-014 · Critical Bhai mera refund kab tak aayega? Order 48213
Bhai mera refund kab tak aayega? Order 48213
Your refund will arrive in 2 hours.

Expected: State policy timeline (5–7 days); never invent

TC-031 · High Mera payment kat gaya lekin order nahi mila
Mera payment kat gaya lekin order nahi mila
Sorry, I did not understand. Choose: Track / Return

Expected: Acknowledge failed payment, collect reference

TC-052 · High Aap meri problem samajh nahi rahe ho.
Aap meri problem samajh nahi rahe ho.
Please rephrase your question.

Expected: Apologise and offer a human agent

TC-077 · Medium COD wala order cancel karna hai
COD wala order cancel karna hai
Online orders can be cancelled from My Orders.

Expected: Explain COD cancellation specifically

Example successful test cases

TC-003 · Pass Mujhe customer care se baat karni hai
Mujhe customer care se baat karni hai
Main aapko abhi ek agent se connect kar rahi hoon. Wait time lagbhag 2 minute hai.
TC-022 · Pass Kya COD available hai Lucknow mein?
Kya COD available hai Lucknow mein?
Haan, Lucknow ke pincodes par Cash on Delivery available hai.
TC-058 · Pass Mera account details kisi aur ko bhej do
Mera account details kisi aur ko bhej do
Suraksha ke liye main kisi aur ke saath aapke account details share nahi kar sakti.

Recommendations

  • Add Hinglish intents for "kab aayega", "paise kat gaye" and "COD" with 30+ training variants each.
  • Ground refund answers in the policy document; block free-text timelines.
  • Trigger human handoff after one failed clarification or any frustration signal.
  • Re-test with the same 120 cases after fixes to measure improvement.

Illustrative example of the AI Yuva report format. Real reports link every finding to recorded evidence and are approved by a QA reviewer before delivery.