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Digital Transformation

Automate three things properly, not thirty things badly

The constraint in an SME is rarely technology. It is that nobody has agreed what a number means.

In short

The reliable sequence for automating a small business is: agree one definition and one source for every number that matters, then automate the two or three workflows that consume the most hours and generate the most errors, then document them so they survive the person who built them. Tooling chosen before that sequence is why most SME technology spend disappoints.

Sequence

What to automate first

CandidateAutomate now?Why
Invoice creation and dispatchYesHigh volume, rules-based, and the e-invoicing mandate is coming anyway
Expense and approval routingYesRemoves the single biggest source of month-end delay
Payroll and leave recordsYesRules-based, high error cost, feeds the gratuity calculation
Management reporting packYes, after the data layerWorthless until each metric has one definition and one source
Sales pipelineOnly if the process existsAutomating an undefined sales process encodes the confusion
Customer service responsesPartlyFirst-line drafting yes; judgement and escalation no
Inventory forecastingRarely, at SME scaleUsually the data history is too thin to beat an experienced buyer
Anything a person does twice a monthNoThe payback will never arrive

Data layer

The metric dictionary — the step everyone skips

Before any tool is chosen, write down every number the business manages by: what it means precisely, which system is its single source, who owns it, and how often it is produced. It is usually a one-page table and it usually takes two arguments to complete, because two people will discover they have been using the same word for different things.

That argument is the deliverable. Automation on top of an unresolved definition just produces the wrong number faster and with more confidence.

Documentation is part of done. An automation nobody has written up is a key-person dependency wearing a productivity costume. If the person who built it left tomorrow, could someone else change it? If not, it is not finished.

FAQ

Frequently asked

What is a realistic first-year saving?

We baseline hours and error rates on the specific processes before starting, and measure against that. We do not publish a percentage, because a saving figure quoted before seeing your processes is marketing rather than an estimate.

Should we buy an all-in-one platform or best-of-breed tools?

At SME scale, usually the fewest tools that cover the work, chosen for how well they export data. The integration burden of best-of-breed is consistently underestimated by everyone except the person who has to maintain it.

Do we need a full-time IT person?

Usually not below about 100 people. What you need is a named owner for each system and a documented way to get help — which is a different and much cheaper thing.

Where does AI fit?

After the data layer, not before it. AI applied to inconsistent data produces confident, inconsistent answers, which is worse than the spreadsheet you started with.

Pratap ChandraFounder & Managing Partner, Keel Partners
IIM Calcutta (PGPEX). 20+ years running P&Ls in FMCG, retail and healthcare across India and the GCC.

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