SUBHADRA Samikhya 2.0

District:

Block:

AWC:

Completion Rate

66.1%

1,346 of 2,035 calls

Avg Call Duration

4m 2s

across all calls

Follow-up Probe

13.7%

needed empowerment clarification

Based on the call script flow: Greeting → Beneficiary Confirmation → Installment Check → Q1-Q5 → Completion. Shows drop-off at each stage.

Sample of raw beneficiary responses and their AI-classified categories. Enables quality audit of the AI bot's classification accuracy.

ID	Beneficiary	District	Verbatim Response	AI Classification
8	Kaushik	Khordha	“Metric (Secondary)”	Up to 10th
13	Kaushik	Khordha	“Metric (Secondary)”	Up to 10th
14	Kaushik	Khordha	“Metric (10th grade)”	Up to 10th
15	Apurva	Khordha	“Metric (Secondary)”	Up to 10th
19	Unknown		“Matriculation (10th grade)”	Up to 10th
23	Apurva	TEST_District	“ଗ୍ରାଜୁଏସନ।”	None
24	Apurva	TEST_District	“ଗ୍ରାଜୁଏସନ।”	None
36	Sunita Behera	Angul	“barahvi tak padhi hai”	Up to 12th

ID	Beneficiary	District	Verbatim Response	AI Classification
8	Kaushik	Khordha	“I am a teacher.”	Salaried / Services
13	Kaushik	Khordha	“I am a teacher”	Salaried / Services
14	Kaushik	Khordha	“I am a teacher.”	Salaried / Services
15	Apurva	Khordha	“Shop”	Self-employed / Trade
19	Unknown		“Teacher”	Salaried / Services
23	Apurva	TEST_District	“କିଛି କଲେନି।”	Not Working / Other
24	Apurva	TEST_District	“ଚାଷୀ।”	Not Working / Other
36	Sunita Behera	Angul	“apna dukan chalati hoon”	Self-employed / Agriculture & Allied

ID	Beneficiary	District	Verbatim Response	AI Classification
8	Kaushik	Khordha	“Started my own business.”	Business growth
13	Kaushik	Khordha	“I have invested in my own business”	Business growth
14	Kaushik	Khordha	“Will invest in own business.”	Business growth
15	Apurva	Khordha	“Invested in own business”	Business growth
19	Unknown		“Own business”	Business growth
23	Apurva	TEST_District	“ମୁଁ ନିଜର ରେସ୍ ରେ। ସ ରେ ଲଗେଇଛି।”	Consumption
24	Apurva	TEST_District	“ନିଜ କ୍ଷେତ୍ରରେ।”	Consumption
36	Sunita Behera	Angul	“dukan kholne mein lagaya”	Business growth

ID	Beneficiary	District	Verbatim Response	AI Classification
8	Kaushik	Khordha	“I am very happy; I can advance both my job and my own business.”	Positive
13	Kaushik	Khordha	“All family members are happy”	Positive
14	Kaushik	Khordha	“I am very happy. I can manage my business and job. Our family is also happy.”	Positive
15	Apurva	Khordha	“I am happy”	Positive
19	Unknown		“I am very happy”	Positive
23	Apurva	TEST_District	“ମୁଁ ବହୁତ ଖୁସି ଅଛି ଏବଂ ମୋତେ ବହୁତ ଜିନିଷ ଶିଖିବାକୁ ବି ମିଳିଛି। ଶେଷ ପାତ୍ର ଯୋଜନା ଯୋଗୁ ମୋ ଟଙ୍କାକୁ ଠିକ୍ ଜାଗାରେ ଲଗେଇଛି।”	Neutral
24	Apurva	TEST_District	“ଖୁସି ଅଛି ଚାଷ ବି ଭଲ ସେ ଚାଲୁଛି।”	Neutral
36	Sunita Behera	Angul	“haan thoda sa madad mila”	Neutral

Multi-dimensional analysis crossing key survey variables to uncover policy-relevant patterns.