An honest shortlist
Which workflows are worth automating, what each would save, and which ones should stay human.
Most automation fails for human reasons, not technical ones. I start with how your people actually work, find the repetitive steps that cost the most, and build the smallest system that takes them off their desks.
For SMEs and operations-heavy companies, in logistics, education, finance, health and services, where people spend hours on copy, check and reply.
Which workflows are worth automating, what each would save, and which ones should stay human.
Email and ticket triage, document and invoice extraction, report generation, dispatch and follow-ups, wired into your existing tools.
M-PESA, PesaPal, WhatsApp, SMS and the spreadsheets that actually run the business, not just the systems on the org chart.
Your team learns to run, adjust and trust the automation, with a clear owner for each one.
A few hours watching the workflow as it really happens, not as the process document describes it.
Automate the single workflow with the clearest payback first, and measure hours saved.
Two to four weeks side by side with your team, fixing what reality reveals.
Repeat the pattern on the next workflow, now with numbers to justify it.
I build. The assessment is short and exists to choose what to build first. The bulk of every engagement is working software in production.
Often more than for large ones. A single automation that saves one person ten hours a week is a meaningful return for a small team.
It depends on scope. Most first automations are a fixed-price project of a few weeks. Send a short description of the workflow and I'll reply with options.
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