When manual work limits the business you can take on.

Look for work that repeats, holds up a valuable next step and has a result your team can check. Research that delays a sales conversation, reports that delay client delivery or information people keep searching for are useful starting points.

Pick one task. How often does it happen, who does it, and what gets delayed? Those answers help us assess whether a process change, existing software or a custom system is worth exploring.

Compare the full cost with a specific business improvement: more client work your team can take on, following up on opportunities sooner or fewer corrections reaching customers.

Before building, agree what result would justify continuing. Evaluate the proof of concept against that result, including the effort people still spend checking its output. Budget for the build, usage and hosting, and ongoing support; the scope and expected volume determine the estimate.

You’ll need someone who knows the task, representative examples and time to review working outputs. Kairos handles the technical build and integrations; your team explains what a useful result looks like and checks that we’ve achieved it.

We agree contacts, responsibilities and review milestones before the build. For the first conversation, a description of the task and the result you want is enough.

Agree what would justify continuing or stopping before the build begins. Then check real examples for quality, corrections and staff effort. A useful draft still needs to save work after review.

If the result falls short, use the evidence to decide whether to refine the workflow or stop. Moving into production is a separate decision, with integrations, controls and support agreed for that stage.

Before company information is used, agree the data sources, hosting, providers and access needed for the workflow. Start with the minimum access required, using connections that only read data where possible.

Define where people must review or approve outputs and how to handle mistakes. For example, the dental reporting workflow produces an editable draft, with clinicians giving final approval.