Solution
Operational Reporting Automation
If a report takes half a day to assemble, it's half a day of decisions waiting on a spreadsheet. We build reports that pull themselves together from the systems you already run, on schedule, every time, with no manual rebuild and a person checking before anything goes out.
Examples, not client case studies
What this can look like
These are illustrative examples, not promises of results. Every project starts with your own workflow.
Operational Reporting Automation
Before
Every Monday, someone logs into three systems, pulls the numbers, pastes them into a spreadsheet, checks that the formulas still work, and formats it into the deck that goes out.
After
The same numbers pull automatically from each system on a schedule and land in a standard report. A person reviews the finished version before it goes out, where that check actually adds value.
Month-end owner or client statements
Before
At month-end, someone pulls activity, expenses, and invoices per client or property from separate systems, reconciles them by hand, and formats a statement for each one. A typo means a phone call.
After
Activity, expenses, and invoices are pulled and reconciled per client or property on a schedule. Anything that doesn't tie out is flagged with the mismatch shown. A person reviews and releases the statements.
Approach
How it works
- 01
Connect the sources
We pull from the CRM, ERP, spreadsheets, or whatever systems hold the numbers today.
- 02
Standardize & validate
We make formats and definitions consistent, so the same number means the same thing everywhere.
- 03
Assemble on schedule
Reports get built automatically on whatever schedule you need, not chased down by hand each time.
- 04
Review & distribute
A person checks the finished report before it goes out. Then it's sent to whoever needs it.
What we need from you
- The current report, plus where each number in it actually comes from
- Agreement on definitions: what counts as an open order, a late job, a billable hour
- Read access to the source systems, scoped to the data the report needs
- One person who signs off on the first few automated runs
What's included
What a report pipeline actually contains
Source connections
Read-only pulls from each system on a schedule, through its API or export. A failed pull is flagged, not silently replaced with last week's numbers.
One set of definitions
Every metric is defined once and written down, so the number in the weekly report matches the number in the month-end pack.
Validation before assembly
Row counts, totals, and date ranges are checked against expectations. A report that looks fine but is missing a day's data is caught before anyone reads it.
Review and distribution
The finished report waits for a person's approval, then goes out by email, into a shared folder, or into the dashboard tool you already use.
Where this shows up
Signs this is your problem
- A recurring report that takes half a day to put together every week or month
- Multiple people keeping their own versions of the same numbers
- Dashboards that are only as current as the last manual refresh
- A report that quietly breaks whenever the source spreadsheet changes
- Numbers that disagree between two reports because two people defined them differently
- Decisions delayed until someone has time to build the deck
Scope and cost
What influences the price
Two workflows that sound the same can differ a lot in effort, so we don't quote from a menu. These are the things that move the number. You get a written price and timeline after the free assessment.
- How many source systems feed the report, and whether each has an API or export
- How many distinct reports and audiences are in scope
- How much cleanup the source data needs before the numbers are trustworthy
- Whether definitions already exist or need to be agreed first
- Where the finished report needs to land: email, PDF, spreadsheet, or a BI tool
- How often it runs and how strict the review step needs to be
Often combined with
Related solutions
Where we see this most
Related industries
FAQ
Operational Reporting Automation: common questions
Is this a dashboard or BI tool?
No. We don't sell a reporting product. We build the pipeline that gets clean, consistent numbers into whatever you already read reports in: a spreadsheet, a PDF, an email, or a BI tool you own.
What happens when a source system or spreadsheet changes?
The validation step catches it: a missing column, a changed field name, or a row count that's off is flagged and the report holds instead of going out wrong. Fixing the connection is a small change, not a rebuild.
Can a person still check the report before it goes out?
Yes, and for most reports we recommend it. The pipeline does the assembly; the review step is where a person's judgement adds value. You choose which reports need sign-off and which can go out on their own.
How current can the numbers be?
As current as the source systems allow. Some can be pulled every few minutes, some once a day. The schedule is set per source in the design phase, and the report shows when each number was last refreshed.
Get started
Show us the report your team rebuilds by hand.
Send us one recurring report and where its numbers come from, and we'll tell you what it'd take to automate it.
We'll reach out at a time that works for you. No cost, no obligation.
Serving businesses nationwide
We work with businesses in every state.
A few states have their own page with local detail. The list is selective, not a limit on where we work.