Versions Compared

Key

  • This line was added.
  • This line was removed.
  • Formatting was changed.

...

Claim adjudication process

Use cases

Plantumlcloud
filenameopeIMIS-AI-Usecases.png
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
width
compressedtrue
revision2

Updated Claim Status

The following state diagram from Figure 1 corresponds to the Claim fields status with the updated adjudication process.

...

Plantumlcloud
filenameopenIMIS-AI-Modules-Interaction.png
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
width
compressedtrue
revision2021

Deployment architecture

Plantumlcloud
filenameopenIMIS-AI-Modules-Deployment.png
datalVXbboMwDP2aaNsDUpRS9TltNy3S+jC2H8iKRyOFpCLhYX8/c+lgKSlUslCwfY4c+xhISp2Xla9LTShHy6WXX9IBYdSewYiD+Nhvu5Cx+dgtyrOGEoyXXlmDAenwQRi7JOBbmMOajE3Pd7Tl2RoMonOnpSoPNq81jJhaLx4vATaF4uK9llr5nyicC3z0STfYXl5FlqVXLI0bT1kaQNEeor0gbJskwb0W51/faBE2qL8rMXAmZL3NpTtBTtb7hKyegxpXvEGudmg1igDjaJRHyppiC6u4kxEpw5rae5DNvjtE2zBVzEjCkTqudd1XtkTebWrSyus+pXMxLdaOa6wy3E31LY//kaCjwCbEhv7OD/5CGO/PX+unaOlTVLYtY7893SpO4B/pcnwGDtvoYG75bikhNt15ffTIz0oqo0wxq4ghcU4LXBe2Uv5URqb61nzDhpzReMfIeyZcgIFKenDhPs4RLlqoQTApBZPjv+UX
width
compressedtrue
revision1

...

Plantumlcloud
filenameClaimAIExec.png
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
width
compressedtrue
revision78

Because ClaimItem and ClaimService doesn’t support custom fields, these classes need to be extended with ExtendableModel class.

Migrations

Because the Claim-AI modules are activated after Claims have been adjudicated (the data used for the training), a migration script needs to be created to insert the JSON fields into the available data. The following initializations will be used:

Code Block
Claim.json_ext.claim_ai_quality.was_categorized = true
Claim.json_ext.claim_ai_quality.request_time = Claim.ValidityFromReview
Claim.json_ext.claim_ai_quality.response_time = Claim.ValidityFromReview
ClaimService.json_ext.claim_ai_quality.ai_result = ClaimService.ClaimServiceStatus
ClaimItem.json_ext.claim_ai_quality.ai_result = ClaimItem.ClaimItemStatus

Claim-AI Module

Claim-AI Responsibilities

...