Credit agreement extraction

Step 01

Define and Align

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

Output schema

Spread bpsNumber · optional: Stated spread in basis points, separate from the reference rate.
Interest rate percentNumber · optional: All-in interest rate; not provided when the reference rate is missing.
Maturity dateDate · optional: Final maturity, rather than the agreement’s effective date. Use YYYY-MM-DD; not provided if unknown.
Active limitNumber · optional: Currently effective limit; not provided if it cannot be established.
Amendment statusChoose one: Whether a change is effective or still requires approval.
effective
conditional
not_applicable

app.sutro.sh/functions/credit-agreement-extraction

Collecting feedback · 1/3

Extract expressly stated agreement terms from synthetic documents.

Example 1 of 3

Spread versus total rate

Model input

Document excerpt

Credit agreement

Synthetic agreement: interest = reference rate + 250 basis points. Reference rate not supplied.

Model output

Spread bps

Interest rate percent

Maturity date

Active limit

Amendment status

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 agreement: interest = reference rate + 250 basis points. Reference rate not supplied."
}

result = so.run_function(
    "credit-agreement-extraction",
    input_data,
)

curl --fail-with-body -X POST "${SUTRO_API_URL%/}/v1/functions/credit-agreement-extraction/run" \
  -H "Authorization: Key $SUTRO_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
  "input": {
    "text": "Synthetic agreement: interest = reference rate + 250 basis points. Reference rate not supplied."
  }
}'

Batch

import sutro as so

job_id = so.batch_run_function(
    name="credit-agreement-extraction",
    data="credit_agreement_extraction.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": "credit-agreement-extraction",
  "inputs": [
    {
      "text": "Synthetic agreement: interest = reference rate + 250 basis points. Reference rate not supplied."
    }
  ]
}'