Software that removes manual work.

Look for a task that happens often, follows a recognizable process and has a measurable cost in time or errors. We check the inputs, integrations and exceptions before defining a first version.

Usually the starting point is what you already use. We check API access, permissions and data quality before deciding what can be connected. Some systems have limits that affect the scope.

We define acceptable outputs, test representative examples and keep human review where errors have consequences. The workflow needs a fallback for uncertain or failed results. Predictable steps often work better without AI.

No. Bring an example of the work, the systems involved and the result you want to improve. We can then assess feasibility and define what access and input the build would need.

It depends on the integrations, data, required behavior and testing. We agree the deliverables, cost and schedule before work starts. There is no standard timeline that fits every workflow.

We agree documentation, hosting, ownership and maintenance responsibilities as part of the scope. That includes who monitors failures, updates integrations and handles changes to the workflow.