Sales in one system, the warehouse in another, accounting in a third, and customer service in a spreadsheet someone set up once. Sound familiar? In most companies data does not flow between applications on its own — a person carries it. Copies, pastes, checks, corrects. And does it week in, week out, month after month.
The pain: a manual bridge between systems
Every such "paste" is not just lost time. It's also a risk. A single mistake in a number, an amount or a date is enough for the error to travel onward and surface only when a customer complains or accounting closes the month. The more systems, the more such bridges to maintain — and the greater the chance that something drifts out of line.
How to calculate what it really costs
Before you change anything, it's worth seeing the scale. Calculate it simply:
- How many people in the company regularly re-key data between applications.
- How many hours a week each of them spends on it — usually more than it seems.
- Multiply by the hourly cost of work and by the number of weeks in the year.
- Add the cost of errors — the time to catch them, correct them and explain yourself to the customer.
In a mid-sized company the total can amount to a full-time role per year — a role that adds no new value, merely moving figures from place to place.
Classic IT: expensive, slow and rigid
The traditional answer is to commission the integration from a software company. The trouble is that connecting systems the classic way can be costly and time-consuming — especially when the applications were never designed to talk to one another. The project goes into the backlog, the estimate grows, and by the time it finally starts, it turns out the company has changed one of the systems and part of the work has to be redone. For many smaller companies, this is an insurmountable barrier.
The ESKOM.AI approach: integration faster and cheaper
At ESKOM.AI we build connections between systems using dozens of specialised AI agents that support the entire process of developing the solution. Thanks to this, what classically would require expensive programmer hours comes together in a fraction of the time and cost. This is no compromise on quality — quite the opposite. We cover every connection with a full suite of tests: unit, integration, E2E, plus interface, security and performance. Because the bridge between systems that carries your data has to be reliable.
The result is simple: data flows on its own, in real time, with no copying and no typos. People go back to the work you hired them for.
The concrete: time and money
An integration that in the classic model would mean months waiting in the IT queue, we launch with our AI support on a scale of weeks and at an order-of-magnitude lower cost. The return is easy to calculate: if you lose the equivalent of a full-time role to re-keying data today, automation usually pays for itself within the first months. And the drop in errors is an additional benefit that is hard to overestimate.
Check your own case
You don't have to guess. Book a free consultation with ESKOM.AI — we'll help calculate how much your team really loses to manual data flow, and show you which connections can be automated fastest. You'll leave the conversation with a concrete number, not a marketing brochure.