Reporting and operational dashboards.
A dashboard is only useful if people trust the numbers. We build reporting that pulls from the systems you already use, defines each metric in writing, keeps test and duplicate data out, and shows what needs attention today — so the weekly report stops being a copy-and-paste job.
If the numbers can’t be trusted because the systems don’t share data, the fix may start with integration.
Signs your reporting needs work.
- Someone spends hours every week copying figures from several tools into a spreadsheet.
- Two tools report different numbers for the same thing, and nobody knows which is right.
- You can see last month’s totals but not what needs attention today.
- A dashboard exists, but nobody opens it because nobody trusts it.
- Test entries, duplicates or internal traffic inflate the figures.
What we build.
Combined data sources
Figures from your CRM, website analytics, booking, finance or operations systems in one view, through their APIs.
Written metric definitions
Each number says exactly how it’s calculated, so “an inquiry” or “a booking” means the same thing to everyone.
Data-quality rules
Tests, duplicates and internal activity excluded by explicit rules — and days with no data shown as missing, never as zero.
Exceptions and next actions
Not just charts: what’s overdue, blocked or unusual, so the dashboard tells you what to do today.
Automated reports
Scheduled summaries generated from live data, instead of a report assembled by hand.
Access and security
Sign-in, roles and read-only, short-lived access to source systems — no shared passwords or long-lived keys.
Do you need custom reporting?
Often a standard tool is enough. Here’s where each option fits.
Built-in reports
When
The answer lives in one system, and its own reporting shows it.
Our advice
Use what you have. We can help set up the views.
A BI tool
When
Several sources with ready-made connectors, viewed by people comfortable building their own charts.
Our advice
Looker Studio, Power BI and similar tools are a good fit, and often cost little or nothing.
Custom dashboard
When
Sources without connectors, business rules for what counts, exceptions that need action, or reporting inside an app the team already uses.
Our advice
Worth building — with documented definitions so the numbers stay trustworthy.
Is this a fit?
A good fit when
- The data exists in systems with APIs or exports.
- The same questions are asked every week, and decisions depend on the answers.
- Several sources need combining, with rules about what counts.
- You want reporting inside the tools your team already uses.
Probably not a fit when
- One system’s built-in reports already answer the question.
- The data isn’t captured anywhere yet — that needs fixing first.
- You want a one-off analysis rather than a report that runs every week.
Not sure which side you’re on? Describe the situation and we’ll tell you honestly — including when the answer is not to build anything.
Examples.
Each example is labelled. Production software built for Satori, where our founder is CTO and partner. Internal tools we built to run our own business. Internal experiments we’re still trialling. And illustrations of the kind of work, which are not client projects.
Internal Raul Ventures tool
Website traffic against real inquiries
A dashboard in our operating system built to put Google Analytics traffic beside the inquiries stored in our CRM. It excludes test records by explicit rules, shows untracked days as “not tracked” rather than zero, and is designed to read Google data through short-lived, read-only credentials with no stored keys.
Internal Raul Ventures tool
Status at a glance
Each project page in our operating system shows its current state, the one next action and any blockers, calculated from structured data rather than written up by hand.
Illustrative
Weekly operations report
Bookings, occupancy, outstanding payments and open issues compiled from several systems every Monday morning and sent to the management team.
Illustrative
Sales pipeline health
Deals by stage, age and owner, with stalled deals flagged and conversion calculated only once there’s enough data to mean something.
Reporting we rely on ourselves.
Our operating system shows every project’s status and next action from structured data, and our website reporting is built to put analytics beside genuine CRM inquiries. The rules we apply — written definitions, explicit exclusions, missing data shown as missing — are the ones we bring to client reporting.
How a project runs.
Start from the decisions
We ask what you decide each week and which numbers you need for it — not which charts would look good.
Define the metrics
We agree in writing how each figure is calculated and which data is excluded.
Connect and build
We connect the sources with read-only access, build the views and check the figures against what you know.
Automate and hand over
Scheduled refreshes, reports and alerts, with documentation of every definition.
Questions
Related:
Why not just use Looker Studio or Power BI?
Often you should — they’re good tools, and we’ll recommend them when they fit.
Custom reporting makes sense when a source has no connector, when business rules decide what counts, or when the report needs to sit inside an application your team already uses.
Which data sources can you connect?
Any system with a documented API or a reliable export: CRMs, Google Analytics, booking and property-management systems, accounting tools and databases.
How do you keep the numbers trustworthy?
Written definitions for every metric, explicit rules for excluding test and duplicate data, missing data shown as missing, and a check of the figures against known totals before anyone relies on them.
Is our data safe?
Dashboards sit behind sign-in, and source systems are read with the minimum, read-only access the report needs — short-lived credentials rather than stored passwords where the platform allows it.
Which report does someone build by hand every week?
Tell us the questions it answers and where the numbers come from. We’ll suggest the simplest way to make it automatic and trustworthy.
or write to info@raulsoftwareservices.com, or message us on WhatsApp