Getting started with samples

WIRE includes sample use cases that you can deploy in one call. Each sample creates a schema inside the app with realistic source data, input views, output tables, configured agents, and a Streamlit viewer to explore the results.

Sample	Scenario	Agents	Records
claims	Home warranty claims	Triage, analysis, feedback rollup	125 claims
underwriting	Dealer floor-plan loan underwriting	Triage, analysis	104 loans
distribution	Distribution center delivery timeliness	Triage, analysis	122 deliveries

Sample data lives entirely inside the app, so you don't need to grant access to any of your own objects.

Deploy a sample

Before you start, make sure you've completed After installing, including the warehouse grant.

-- List the samples and whether each one is deployed
CALL wire_native_app.main.list_samples();

-- Deploy a sample, naming the warehouse its viewer runs on
CALL wire_native_app.main.deploy_sample('claims', 'WIRE_XS_WH');

The deploy creates a sample_claims schema in the app and registers the sample's use case and agents.

Run the sample agents

Run triage first, then analysis, which works from the triage results:

CALL wire_native_app.main.run_work_item_agent(
    use_case => 'claims', agent_name => 'claim_triage'
);

CALL wire_native_app.main.run_work_item_agent(
    use_case => 'claims', agent_name => 'claim_analysis'
);

Each call returns a summary of the run, including how many rows it processed and any errors.

Explore the results

Open the sample viewer from the app's page in Snowsight. It shows each work item with its triage category, confidence, and reason, the analysis results, and a Metrics page with token usage and, if you granted USAGE_VIEWER, credits and cost.

You can also query the output tables directly:

SELECT id,
       results:category::STRING   AS category,
       results:confidence::STRING AS confidence,
       results:reason::STRING     AS reason
  FROM wire_native_app.sample_claims.triage_output;

Remove a sample

CALL wire_native_app.main.drop_sample('claims');

Next steps

Use the sample as a template for your own use case: see Connecting your data.