Business reporting automation

Automate reporting without losing context

Business reporting can be automated when data sources, calculations and output formats repeat. ThreeDayAI can collect the data, apply agreed rules and prepare a review-ready report. A person still investigates anomalies, explains what changed and approves the final commentary before it is shared.

Get my automation plan Email the task

Typical first engagements are A$3,500 to A$8,000.

Quick fit check

Is this the right task to automate?

The strongest reporting automation starts with stable metric definitions and known source systems. It removes preparation without hiding analytical judgement.

Strong first-task signals

  • The same report is produced on a recurring cadence.
  • Metric definitions and source systems are known.
  • People spend time exporting, cleaning, joining or reformatting data.
  • There is an owner who can review anomalies and approve commentary.

Usually not the first build

  • The team disagrees on what each metric means.
  • Source data is inaccessible or unreliable with no owner.
  • The report is a one-off investigation rather than a recurring process.
  • The goal is to generate unsupported explanations automatically.

Map. Build. Prove.

One task, three clear phases

The first release makes data lineage, calculations and review points inspectable. Numbers should be easier to trust, not merely faster to produce.

Map sources and definitions

Document each source, metric definition, calculation, reporting period and reconciliation rule.

Build the reporting path

Collect and validate data, apply agreed calculations and prepare the output in the required format.

Prove numbers and handoff

Reconcile known periods, flag anomalies and test how the report reaches its human reviewer.

Human checkpoint

Automation with an accountable decision point

Automation can prepare consistent numbers and highlight exceptions. A person remains responsible for investigating unusual movement, adding business context and approving what decision-makers see.

Context matters Automate preparation. Keep interpretation accountable.

Built around your tools

Keep the stack. Remove the repetition.

Reporting workflows commonly connect finance, sales and operational sources with the spreadsheet or BI tool already used for review.

  • Excel
  • SharePoint
  • Power BI
  • Xero
  • Salesforce
  • HubSpot
  • Google Sheets
  • Microsoft 365
  • Looker Studio
  • Airtable

Direct answers

Questions before the first call

Clear scope comes before software. These answers explain where the first release starts and where human ownership stays.

What parts of business reporting can be automated?

Recurring exports, source checks, data cleaning, calculations, period comparisons, formatting, distribution preparation and anomaly alerts are common candidates. Metric ownership, investigation, commentary and approval normally remain human responsibilities.

How do you keep automated reports accurate?

The build uses explicit metric definitions, source checks, reconciliation against known periods and exception rules. The report is tested with real examples before handover, and uncertain or missing data is flagged rather than silently filled.

How much does a Workflow Fix cost?

Typical first engagements are A$3,500 to A$8,000. We quote the actual workflow, including its rules, exceptions, data sensitivity and acceptance tests, not app connections. The implementation plan and fixed-scope quote are prepared during the initial call.

Will every automation be delivered in three days?

No. Qualified, bounded scopes may use the focused three-day delivery model. Larger or higher-risk work is reduced to a reliable first release, split into phases or quoted separately before any build begins.

Bring one repeated task

Leave with a buildable plan

In 30 minutes, leave with a first-release implementation plan, fixed-scope quote, savings estimate and estimated first-year ROI.

Get my automation plan