BUSINESS DATA INTEGRATION

Different sources. Numbers you can check.

Bring the sources your team uses into a repeatable flow. Keep each number tied to its origin, definition and reporting period.

Review my data sources See the criteria ↓

app.yourcompany.com

YOUR COMPANYConnected data

Validated reporting period

SShopifyHHubSpotXExcel

Sales · Shopify$1,820,000

Returns · Excel− $40,000

Net sales$1,780,000

324 matched customersHubSpot · shared identifier

✓

Totals reconciled · source visible

Illustrative example with sample data. Amounts are in MXN. Adapted to your operations.

Connect

Use authorized APIs, exports or database access. Connection options depend on the source and its permissions.

Reconcile

Align identifiers, dates and definitions. Orders, invoices and cash collected remain different measures.

Deliver

Feed a report or internal app with agreed refresh times, visible exceptions and an owner.

Start with one number that does not match

Choose a report and trace its total to the source records. Compare the same period, currency and business definition before joining more systems.

When a source fails

Preserve the last valid cut, show when it was updated and flag missing records. A failed refresh must not quietly turn missing data into zero.

Your checklist

Sources, owners and access options.A shared identifier or a matching rule.Refresh frequency and data validation.Who handles exceptions and operating costs.

A PRACTICAL FIRST STEP

Let’s discuss your process.

Tell us what your team repeats manually and the result you need.

Review my data sources

Datomatico · Project lead: Carlos De León · October 7, 2026