You don’t need an engineering team to automate the repetitive parts of your operations — most of what slows teams down is moving data between tools that already have APIs.
Start with the smallest recurring task that involves copying information from one system to another. That’s almost always the highest-return first automation.
No-code platforms are now capable of handling conditional logic, approvals, and scheduled triggers without a developer, as long as the process is well-documented first.
The teams that succeed with automation map the process on paper before touching any tool. The tool choice matters far less than knowing exactly what should happen at each step.