What can data and analytics automation do for my business?
It removes the manual work behind your reporting: pulling data from your apps and spreadsheets, cleaning it, bringing it into one place and turning it into scheduled reports, dashboards and alerts. Your team spends less time exporting and more time acting on the numbers.
Can it replace our manual spreadsheet reports?
In most cases, yes. We rebuild the reports you assemble by hand as automated workflows that collect the same data, apply your calculations and deliver the finished report on schedule, so exports, VLOOKUPs and copy-paste are reduced.
Can it build live KPI dashboards?
Yes. We build dashboards for the metrics your managers check, such as revenue, conversion and pipeline, refreshed as often as each source allows, so teams see current figures instead of last week's snapshot.
Will we get one source of truth?
Only once the definitions are agreed and the data is accessible. Part of the work is agreeing how each metric is calculated and which system wins when two disagree. Where a source can't be connected, we say so and show where the figure comes from.
Do we need a data warehouse or new software?
Usually not to start. Many reports can be automated from your existing apps, spreadsheets and databases. A central database or warehouse is suggested only when the volume or number of sources calls for it, and we explain why.
What if the input data is wrong?
Automation can't make wrong source data right. We add checks for missing fields, row counts, duplicates and totals that don't reconcile. When a check fails, the report is held or clearly marked and the data owner is asked to fix the source.
Which tools and data sources does it connect to?
Google Sheets and Analytics, databases like PostgreSQL, MySQL and BigQuery, warehouses like Snowflake, and apps such as Stripe, HubSpot, Airtable and Notion, depending on the access each one allows.
How long does it take to set up?
It depends on the number of sources, data quality, metric definitions and the checks needed. We confirm a timeline in the initial plan after the free discovery, and begin with one report or dashboard.