A practical starting point
for your AI team.

You know where the work gets stuck. Start there: research, proposals, content preparation or recurring analysis.

For a solo consultant

A research assistant can prepare a brief from approved material. You check sources, add your judgment and deliver the recommendation. One well-defined role may cover the whole pilot.

For a small agency

Separate research and drafting when they need distinct context or review. Give the next role an approved brief, not an unfiltered conversation history. Keep publishing decisions with your team.

For a growing service company

Document one recurring process before automating it. Decide what an acceptable output looks like, which data the agent may use and when it must stop and ask for help.

A useful first measure

Record the time to complete a task and the amount of human correction it requires. Speed alone is not success if quality or customer trust declines.