// data for dashboards and reports

Collecting and connecting your business data for dashboards and reports

Sales in one tool, invoices in another, hours in a spreadsheet. We make them agree, check them every day, and tell you the moment a number stops arriving.


priced per project  ·  checks and alerts built in  ·  you own everything

200+ n8n workflows in production
1,584 projects shipped
89 AI agents and model-driven automations
13 yrs building systems
$500K+ delivered on Upwork

What does it mean to get business data ready for dashboards and reports?

It means the numbers behind your dashboard are collected from every system that holds them, cleaned, matched to each other, and kept current, so the dashboard shows one version of the truth. The chart itself is the easy part. The hard part is that sales sit in one tool, invoices in another, hours in a spreadsheet, and nobody has made them agree.

We do that groundwork: which numbers must match where, how they get from each system into one place, and how you find out when they stop arriving.

Why do the numbers in my dashboards and reports disagree?

Because the same fact is stored in more than one place and each copy is updated by different people at different times. A deal value changes in one CRM and not the other. An invoice is corrected in the field-service tool and never reaches accounting. A daily data load fails quietly and the report keeps showing yesterday.

A mismatch is rarely a mistake in the dashboard. It is a gap between systems, and it is fixed by deciding which system is right for which number and then connecting them so the answer stays the same.

Which systems can you pull business data from?

The ones small and mid-sized businesses actually run on: CRMs such as HubSpot, Pipedrive and GoHighLevel, accounting software such as QuickBooks, field-service software such as ServiceFusion, task trackers, spreadsheets, forms and advertising accounts.

If a tool has no ready-made connection we can usually still get the data out. The diagnostic lists every source you have and tells you which ones are easy, which are awkward, and which are not worth the effort. For the wiring itself, see our tool integration work and CRM integration.

How do you make sure the numbers stay correct after the dashboard is built?

We build checks into the connections, not just the connections themselves. For a construction company, a running comparison between the field-service platform and the accounting system now catches an invoice mismatch within 2 hours, where before it could sit unnoticed for up to 3 months. A watcher on the daily data load tells the team immediately if the numbers that should arrive do not.

For a B2B services company with two CRMs, we agreed in advance which system wins for which field, and the result was zero discrepancies over 6 months. Rules agreed up front are what keep the numbers honest later.

Which dashboard or reporting tool do I need?

Usually the one you already have. The tool matters much less than the data under it. A Google Sheet, Looker Studio, Power BI, or the reports inside your CRM can all show correct numbers if the data underneath is right, and all show wrong ones if it is not.

We do not sell a dashboard product. We make the data correct and current, then point it at whichever reporting tool your team will actually open. If you do not have one yet, we will recommend the simplest one that fits.

How is this different from asking an AI questions about my data?

This service gets the data collected, cleaned and connected so that dashboards and reports are right. Asking an AI questions in plain English is a separate step that comes after, and it only works if the data underneath is correct and the AI can reach it.

That second step is our ask your business data service. Many clients do this work first and add the question-asking layer once their numbers agree.

Which industries have you done reporting and data-connection work for?

We have connected and reconciled business data for companies in:

  • Construction
  • B2B services
  • Professional services
  • Field service
  • Healthcare and telehealth
  • Insurance and Medicare

The pattern is the same everywhere: two or more systems claiming to hold the truth about the same thing, and a person stuck reconciling between them. The industry changes the tool names, not the fix.

Is there proof this works?

For a construction company we connected five separate tools, including the accounting software and a reporting spreadsheet. Invoice mismatches are now caught within 2 hours instead of up to 3 months, and about 15 to 20 hours of manual work a week went away.

Read the construction case →

For a B2B services company with HubSpot and Pipedrive disagreeing, a real-time sync reached zero discrepancies over 6 months, ended 15 hours a week of manual reconciliation, and paid for itself within 30 days.

Read the CRM sync case →

For a professional services business we mapped 180 touchpoints across 12 disconnected systems and built 16 automated workflows in 6 weeks, removing 48 hours a week of manual data transfer.

Read the operations case →

Clutch Top Company 2023 · Upwork Top Rated, $500K+ delivered · Fortune 500 work delivered under NDA.

How does the data work run?

  • 1
    Map which numbers must match where.

    We list every system that holds a number you report on, decide which system is right for which figure, and write the rules down with your team before building anything.

  • 2
    Connect, clean, and check.

    We move the data into one place, fix duplicates and gaps, and add checks that flag a mismatch or a missing load the moment it happens.

  • 3
    Point the reports at it and stay.

    Your dashboard or report reads from the corrected data. 30 days of support are included, with an optional retainer to keep watching.

What does it cost to prepare business data for dashboards?

Data for dashboards and reports
Priced per project

Your price follows the number of systems holding the data and how messy it is today. We scope it in the diagnostic and agree a fixed price before work starts. 30 days of support included.

Frequently asked

Do I need to buy a new dashboard tool?
Usually not. We make the data correct and current, then point it at the reporting tool your team already uses, or recommend the simplest one if you have none.
Can you fix numbers that already disagree?
Yes. We find where the copies diverge, agree with you which system is right for which number, and connect them so the answer stays the same.
How will we know if a data load fails?
We build alerts into every connection. If numbers that should arrive each day do not, your team is told right away instead of finding out in a review.
Is this the same as asking an AI questions about our data?
No. This service makes the data correct and connected. Asking questions in plain English is our ask your business data service, which works best once the data underneath is right.
Who owns what you build?
You do. We build inside your own accounts and tools, hand over full documentation, and if we ever part ways you keep everything.
What if you disappear like our last developer?
We have built systems for 13 years across 1,584 projects, with 200+ n8n workflows and 89 AI agents and model-driven automations in production. You hold the accounts and the documentation, and NDA and escrow are available on request.
Can we start small?
Yes. Most clients start with the one report whose numbers they trust least, fix that, then expand. The free diagnostic tells you which one that is.

Priced per project. You see the number before anything starts.

Make the numbers agree.

Book a 30-minute diagnostic. We will list the systems behind your reports, show where the numbers diverge, and give you a fixed price. The call is free and the plan is yours to keep. If we go further, the next step is a paid discovery.