Not every automation needs to be built from zero. Here is how we decide between adapting a proven agent and building a fully custom one.
Two honest paths
When a company wants to automate something, there are usually two real options, and pretending there is only one wastes everyone's money.
Adapt a proven agent
If your process looks like something we have already built, the fastest, cheapest path is to take that agent and tailor it: your tone, your data, your tools. You get to production in days, not months, and you pay for the customization, not the invention.
Good signs you should adapt:
- The process is common (support, lead qualification, document intake)
- You want results soon and on a tight budget
- You are testing whether automation pays off before going deeper
Build from scratch
Some processes are genuinely unique, or they touch systems nothing off-the-shelf understands. There, building custom is the right call, even if it costs more, because a forced template would break in production.
Good signs you should build:
- The workflow is specific to how your company works
- It spans several internal systems
- The edge cases are the whole point
The third path
Often the best move is to adapt first, prove the value, and then invest in the custom build once you know it pays. The mistake is building a cathedral before you know anyone will pray in it.