Solution

See what is actually happening

Decisions made on assembled spreadsheets are decisions made on last month's data.

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When reporting is a job rather than a query

In a lot of businesses, finding out how the month is going means someone exporting from three systems, reconciling them by hand, and producing a spreadsheet. By the time it exists it describes the past, and everyone quietly knows some of the numbers are wrong.

The cost is not only the hours. It is that nobody asks the smaller questions, because asking is expensive. Whole categories of decision get made on instinct instead.

What you get

The deliverables, specifically.

One place the numbers come from

Operational data in a single system, so a figure means the same thing wherever it appears and nobody has to reconcile two versions of the truth.

Reporting that answers itself

The questions you ask monthly, answered live, so asking again costs nothing.

Alerts instead of inspection

The system tells you when something needs attention rather than waiting for someone to go and look.

Honest about data quality

If the underlying data is not good enough to support a number, we say so rather than presenting a confident-looking chart built on nothing.

How it runs

From first call to handover.

01

Find the real questions

Not what a dashboard could show, but what you actually need to decide and how often.

02

Trace the data

Where each number comes from, whether it is trustworthy, and what has to change if it is not.

03

Build the smallest useful thing

One view answering the most expensive question, in use before anything else is built.

04

Add alerting

Once the numbers are trusted, make the system raise its hand instead of waiting to be asked.

Is this the right piece of work?

A good fit when

  • Month-end reporting is a manual assembly job
  • Different parts of the business quote different numbers for the same thing
  • You find out about problems late because nothing surfaces them

We will say no when

  • The underlying data does not exist yet. Fix the capture first, then report on it.
  • You want a dashboard because it will look impressive. It will be opened twice.

The Samloryx operations platform includes analytics across its own pipeline and a daily digest that emails what needs attention. It is the same pattern, running on a real business.

Other problems we solve

Ship software faster

When releases take weeks and nobody is sure why, the problem is usually the process around the code rather than the people writing it.

Add engineering capacity

More work than people, but not enough certainty to justify permanent hires yet.

Build for POPIA from the start

Retrofitting data protection into a working system costs several times what designing for it would have.

Not sure this is the right starting point?

A short call costs nothing and usually makes the answer obvious. If a different piece of work suits you better, we will say so.

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