Sandbox

The sandbox lets you upload a sample of consumer transactions and run them through the pipeline without touching production data. It’s the fastest way to see how Pouch groups and analyses a dataset.

Uploading a sample

From the Pouch Console , open Sandbox and upload a JSON sample. Two shapes are accepted:

• A bare array of transactions, or
• A Bud-style { "data": [ ... ] } object.

Each upload is stored against your organization so you can revisit it.

Grouping

Transactions are grouped by consumer (user_id) only — the account number is irrelevant. A single consumer’s records may be spread across several accounts; they’re still one consumer. Where user_id appears sparsely, it’s carried forward to the following records.

{
  "customerCount": 2,
  "transactionCount": 3,
  "customers": [
    {
      "userId": "501",
      "transactionCount": 2,
      "dateRange": { "from": "2026-01-01", "to": "2026-01-03" },
      "analysis": { "status": "pending_engine", "cashflow": { "income": null, "expense": null, "remaining": null } }
    }
  ]
}