Claims intake & routing

Step 01

Define and Align

Upload sample data, define your output schema, and provide feedback on the hardest cases.

Output schema

QueueChoose one: The team responsible for the described loss.
auto
property
liability
needs_review
Loss typeChoose one: The loss event explicitly described in the intake.
collision
water_damage
third_party_damage
unspecified
Missing informationList of values: Details needed before routing can be completed.

app.sutro.sh/functions/claims-intake-routing

Collecting feedback · 1/3

Route synthetic claims by their described loss and handling needs.

Example 1 of 3

Auto versus property

Model input

Synthetic claim: delivery van collision damaged the van; no building damage is reported.

Model output

Queue

Loss type

Missing informationMultiple values

Why? Optional guidance

Step 02

Model Sweep

Compare quality and cost on your examples, then choose a model or use Sutro’s default.

Compare models on expert agreement and cost. The interactive chart uses illustrative measurements.

Illustrative sweep · select Value or Best to use that model in your function.

Step 03

Deployment

Call Sutro Functions like any other software. Swap the model as soon as something more performant is released.

Selected modelWaiting for sweep results.

Real-time

import sutro as so

input_data = {
    "text": "Synthetic claim: delivery van collision damaged the van; no building damage is reported."
}

result = so.run_function(
    "claims-intake-routing",
    input_data,
)

curl --fail-with-body -X POST "${SUTRO_API_URL%/}/v1/functions/claims-intake-routing/run" \
  -H "Authorization: Key $SUTRO_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
  "input": {
    "text": "Synthetic claim: delivery van collision damaged the van; no building damage is reported."
  }
}'

Batch

import sutro as so

job_id = so.batch_run_function(
    name="claims-intake-routing",
    data="claims_intake_routing.csv",
)
results = so.await_job_completion(job_id)

curl --fail-with-body -X POST "${SUTRO_API_URL%/}/v1/batch-inference" \
  -H "Authorization: Key $SUTRO_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
  "model": "claims-intake-routing",
  "inputs": [
    {
      "text": "Synthetic claim: delivery van collision damaged the van; no building damage is reported."
    }
  ]
}'