Raw Data API¶

The Raw Data API provides interaction-level data for Quality AI and Conversation Intelligence, including evaluation metrics, sentiment, emotions, and analytics attributes. It includes the duration_status field per contact, supports threshold-based filtering, and includes Generated Intents and Configured Intents (L1–L3 hierarchy with confidence, sentiment, and resolution).

METHOD	POST
Endpoint	`https://{{host}}/qualityai/api/v1/public/qualitymanagement/app/{{streamId}}/rawdata`
Content Type	`application/json`
Authorization	`auth: {{JWT}}` See How to generate the JWT Token.
API Scope	Quality AI See Associate API Scopes

Header Parameters¶

PARAMETER	DESCRIPTION	OPTIONAL/REQUIRED
`Content-Type`	`application/json`	`string`, required
`accountId`	Unique account identifier. For example, `67a9ca06cf0e510a8632xxxx`	`string`, required
`orgId`	The unique identifier of the organization.	`string`, required
`auth`	JWT token used for authentication.	`string`, required

Path Parameters¶

PARAMETER	DESCRIPTION	TYPE
`host`	Environment URL. For example, https://platform.kore.ai/	`string`, required
`streamId`	`botId` or `streamId`. You can get it from the App Settings page.	`string`, required

Sample Request¶

curl --location 
`https://{{host}}/qualityai/api/v1/public/qualitymanagement/app/{{streamId}}/rawdata` \
  --header 'accountId: {{accountId}}' \
  --header 'auth: {{JWT_TOKEN}}' \
  --header 'Content-Type: application/json' \
  --header 'orgId: o-da5be4e0-8fbb-5229-ac20-9b1384ebxxxx' \
  --body '{
    "offset": 0,
    "startDate": "2026-03-23 10:17:54",
    "endDate": "2026-03-23 23:00:35",
    "limit": 5,
    "page": 1
    }'

Body Parameters¶

PARAMETER	DESCRIPTION	TYPE
`offset`	Number of records to skip. Maximum: 100.	`integer`, optional
`startDate`	The start date from which records are retrieved. `Format: yyyy-mm-dd HH24:mm:ss`. Example: `2026-03-23 10:17:54`.	`DateTime`, required
`endDate`	The end date up to which records are retrieved. Format: `yyyy-mm-dd HH24:mm:ss`. Example: `2026-03-23 23:00:35`.	`DateTime`, required
`include_below_threshold`	When `true`, includes contacts marked Below Threshold in the response. Default: `false`.	`boolean`, optional
`limit`	Number of records to retrieve per page (maximum 100).	`integer`, optional

Note

APIs exclude the below-threshold contacts by default. An include_below_threshold=true parameter allows explicit inclusion for ad hoc analysis.

Sample Response¶

{
    "results": [
    {
      "conversationId": "c-0bba1c4-6d27-49d9-8557-9b0e8774xxxx",
      "Queues": [
        {
          "Queue ID": "qu-c304439-3d79-4389-b1cb-014eb75axxxx",
          "Queue Name": "Default Queue - Q1"
        }
      ],
      "Agents": [
        {
          "Agent ID": "a-424ea65-322b-47c1-8189-7200b64cxxxx",
          "Agent Name": "John Doe"
        },
        {
          "Agent ID": "a-a25ad66-638d-46c0-b4db-7e5a7360xxxx",
          "Agent Name": "John Doe"
        }
      ],
      "koreEvalutionScore": 77,
      "fatalErrorCount": 0,
      "Language": "English",
      "duration_status": "evaluated",
      "Metrics": [
        {
          "Metric ID": "em-44758b38-816c-557b-b6a9-2d2c6297xxxx",
          "Metric Name": "UK Greeting Compliance Rate GEN",
          "Metric Weight": 28,
          "Metric Negative Weight": 27,
          "Qualification": "YES",
          "isFatalError": false
        },
        {
          "Metric ID": "em-1fd43c3f-67f9-5c30-8140-c3e534a1xxxx",
          "Metric Name": "Manual Evaluation - UK - Manual Evaluation Metric",
          "Metric Weight": 0,
          "Metric Negative Weight": 0,
          "Qualification": "-",
          "isFatalError": false
        }
      ]
    },
    {
      "conversationId": "c-8d43539-ae1e-473a-ad97-6bd2add4xxxx",
      "Queues": [
        {
          "Queue ID": "qu-c304439-3d79-4389-b1cb-014eb75axxxx",
          "Queue Name": "Default Queue - Q1"
        }
      ],
      "Agents": [
        {
          "Agent ID": "a-a25ad66-638d-46c0-b4db-7e5a7360xxxx",
          "Agent Name": "John Doe"
        }
      ],
      "koreEvalutionScore": null,
      "fatalErrorCount": 0,
      "Language": "English",
      "duration_status": "below_threshold",
      "Metrics": [
        {
          "Metric ID": "em-44758b38-816c-557b-b6a9-2d2c6297xxxx",
          "Metric Name": "UK Greeting Compliance Rate GEN",
          "Metric Weight": 28,
          "Metric Negative Weight": 27,
          "isFatalError": false
        },
        {
          "Metric ID": "em-dc5679bd-e6c4-548c-b650-21c5e83dxxxx",
          "Metric Name": "UK Proper Sign-off GenAI",
          "Metric Weight": 27,
          "Metric Negative Weight": 26,
          "isFatalError": false
        }
      ]
    },
    {
      "conversationId": "c-a19b658-da43-465c-9606-1abb5786xxxx",
      "Queues": [
        {
          "Queue ID": "qu-c304439-3d79-4389-b1cb-014eb75axxxx",
          "Queue Name": "Default Queue - Q1"
        }
      ],
      "Agents": [
        {
          "Agent ID": "a-424ea65-322b-47c1-8189-7200b64cxxxx",
          "Agent Name": "Lily Agent"
        }
      ],
      "koreEvalutionScore": 0,
      "fatalErrorCount": 1,
      "Language": "English",
      "duration_status": "evaluated",
      "Metrics": [
        {
          "Metric ID": "em-44758b38-816c-557b-b6a9-2d2c6297xxxx",
          "Metric Name": "UK Greeting Compliance Rate GEN",
          "Metric Weight": 28,
          "Metric Negative Weight": 27,
          "Qualification": "YES",
          "isFatalError": false
        },
        {
          "Metric ID": "em-dc5679bd-e6c4-548c-b650-21c5e83dxxxx",
          "Metric Name": "UK Proper Sign-off GenAI",
          "Metric Weight": 27,
          "Metric Negative Weight": 26,
          "Qualification": "NO",
          "isFatalError": true
        }
      ]
    },
    {
      "conversationId": "c-94376d76-dbe2-59c6-8665-ea70217exxxx",
      "customConversationId": "UATTranscripts_Mar23b",
      "Queues": [
        {
          "Queue ID": "qu-16c07483-765f-5e2e-a150-e5b66033xxxx",
          "Queue Name": "PublicApiQueue"
        }
      ],
      "Agents": [
        {
          "Agent ID": "a-b35a99e-9c55-4d43-ac00-225169c9xxxx",
          "Agent Name": "UmaKalva UAT TitanAsh"
        }
      ],
      "koreEvalutionScore": 9,
      "fatalErrorCount": 0,
      "Language": "English",
      "duration_status": "evaluated",
      "Metrics": [
        {
          "Metric ID": "em-44758b38-816c-557b-b6a9-2d2c6297xxxx",
          "Metric Name": "UK Greeting Compliance Rate GEN",
          "Metric Weight": 11,
          "Metric Negative Weight": 14,
          "Qualification": "YES",
          "isFatalError": false
        },
        {
          "Metric ID": "em-dc5679bd-e6c4-548c-b650-21c5e83dxxxx",
          "Metric Name": "UK Proper Sign-off GenAI",
          "Metric Weight": 9,
          "Metric Negative Weight": 12,
          "Qualification": "NO",
          "isFatalError": false
        }
      ]
    }
  ],
  "totalResults": 21,
  "hasMore": false,
  "totalPages": 1
}

Response Body Parameters¶

PARAMETER	DESCRIPTION	TYPE
`conversationId`	Unique system-generated identifier for the conversation.	`string`
`customConversationId`	Custom identifier provided at ingestion time. Present only when set during upload (for example, Express or API-ingested contacts). Absent if not supplied.	`string`
`Queues`	A list of queue objects associated with the conversation.	`array`
`Queue ID`	Unique identifier for the queue.	`string`
`Queue Name`	Name of the queue.	`string`
`Agents`	A list of agents who have participated in the conversation. A conversation can include more than one agent.	`array`
`Agent ID`	Unique identifier for the agent.	`string`
`Agent Name`	Name of the agent.	`string`
`koreEvaluationScore`	Auto QA evaluation score of the conversation. Range: −100 to 100. Returns `null` for contacts with `duration_status` of `below_threshold` or `duration_unavailable`.	`Number` or `null`
`fatalErrorCount`	Number of fatal metric failures recorded for the conversation. Returns 0 when no fatal errors are present. When a fatal error occurs, `koreEvaluationScore` is 0.	`integer`
`Language`	Conversation language.	`string`
`Metrics`	List of evaluation metric objects applied to the conversation. For example, weights and qualification outcomes.	`array`
`Metric ID`	Unique identifier for the evaluation metric.	`string`
`Metric Name`	Display the metric name as configured in the evaluation form.	`string`
`Metric Weight`	Positive weightage assigned to the metric.	`number`
`Metric Negative Weight`	Negative weightage assigned to the metric. Returns 0 when no negative weight is configured.	`number`
`Qualification`	Agent's outcome for this metric (YES/NO/NA). Present only for contacts with `duration_status`: evaluated. Absent for `below_threshold` and `duration_unavailable`.	`String (Enum)`
`isFatalError`	Indicates whether this metric is configured as fatal and isn't met. When `true`, `koreEvaluationScore` is set to 0 for the conversation.	`boolean`
`customConversationId`	Custom identifier for the conversation (optional).	`string`
`duration_status`	Evaluation eligibility status based on the configured minimum duration threshold.	`string (enum)`
`totalResults`	Total number of conversation records matching the request.	`integer`
`totalPages`	Total number of pages available based on the page size.	`integer`
`hasMore`	Indicates whether additional pages exist. `true` if more pages are available; `false` if this is the last page.	`boolean`
`results`	A list of conversation objects.	`array`

Note: Contacts ingested before the minimum duration threshold feature is enabled return null for duration_status.

Note

Contacts ingested before the minimum duration threshold feature is enabled return null for duration_status.

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