Synthetic data and scenarios
Scnro generates synthetic payment and insurance data where the right answer is known. Run a scenario such as mule fan-out or staged claims and see expected against actual for every check.
Your advisor will ask you for
- The pattern to test.
- The dataset, if you have one in mind.
- The record of an earlier run, to replay it.
What you get
- PASS, FAIL or REVIEW for each check, expected against actual.
- A run record with a fingerprint, to replay and cite.
- Checks that could not be measured, and why.
Jobs covered
| Browse datasets | |
|---|---|
| Read a dataset's manifest | API only |
| Query and export the data | API only |
| Run and replay scenarios | |
| Score a system against the answer key | API only |
Details of each job
- Browse datasets
- See which synthetic datasets exist.
- Read a dataset's manifest
- Read one release's tables, fields, size and fingerprint, so you know exactly what you are using. Called through the HTTP API with an API key, not through an assistant.
- Query and export the data
- Run a controlled SQL query over a release your project may read, and export its tables to your team's storage. Called through the HTTP API with an API key, not through an assistant.
- Run and replay scenarios
- Run payment, AML and insurance scenarios, and replay them exactly.
- Score a system against the answer key
- Compare a system's metric scores with a scenario's answer key: a verdict per metric, with no single overall score. Called through the HTTP API with an API key, not through an assistant.
How it works
Who does what. Prices and consent: Using Scnro.
- 1 · YouPatternName the behaviour: mule fan-out, structuring, staged claims.
- 2 · ScnroScenarioScnro picks the data and says what it will run.
- 3 · ScnroChecksEach check returns PASS, FAIL or REVIEW.
- 4 · YouFollow upAsk which checks failed, then try another scenario.
- 5 · ScnroReplayA replay gives the same result.
Example prompts
Copy one and change the details.
Use Scnro to list the synthetic datasets and scenarios I can use.
Use Scnro to run the mule fan-out scenario on the latest payment dataset and explain the verdict.
More example prompts
Use Scnro to replay my last scenario run and confirm the same result.
Use Scnro to run the structuring scenario and show expected against actual.
Use Scnro to pick a dataset and scenario for testing insurance claims fraud.
Use Scnro to run staged claims on the insurance dataset and explain each failed check.
Tip
Keep the run record: it replays the result. The data is for testing a system, not evidence about real customers.
Troubleshooting
Rows cannot be queried or exported.
That runs through the HTTP API: see the jobs marked API only.
The verdict is REVIEW.
Ask which checks could not be measured and why.
A replay differs.
Replay from the record Scnro returned, not from a description.