01 AI work design for people and teams

AI changed what
people can build.

Most work still follows the old path.

Premise & Practice helps experienced professionals and leaders expand what they can do with AI by redesigning work they own around current capabilities, then proving the new way in practice.

02THE PREMISEREAD / 01:10

Most teams point new tools at old work.

The report, handoff, approval chain, and queue were shaped by earlier limits.

Some still earn their place. Others do not. Premise & Practice starts with the outcome, makes those assumptions visible, then builds the smallest useful path close enough to reality to test.

03PREMISE TO PRACTICEMETHOD / V1.0

The Premise to Practice Method.

The method keeps the outcome, the human decision, and the evidence visible from the first question through real use.

  1. 01ASSUMPTION

    Find the old premise

    Name the constraint, handoff, or belief that shaped the current work. Decide whether it still holds.

  2. 02REVISION

    Rewrite the work

    Design the path around what people and AI can do now. Keep the judgment. Remove inherited friction.

  3. 03WORKING VERSION

    Build it close to reality

    Make the smallest version that can survive real data, real boundaries, and the people who have to use it.

  4. 04EVIDENCE

    Prove it in practice

    Watch what happens. Keep what helps. Change what does not. Leave the team able to do the next one.

04WAYS INONE REAL PIECE OF WORK

Start where
the work is stuck.

Career X-Ray helps you understand your own work. The Audit chooses the right opportunity. Build Days turns it into a tested system. Executive Advisory keeps live organizational decisions moving.

PERSONAL STARTING POINT / CAREER X-RAY

Understand how AI changes your own work.

Get a task-level diagnosis and a 12-week plan for building personal proof before you choose a larger project.

ATEAMS + LEADERS

The Audit

You have several AI ideas and no clear first move. Map the real work, rank the opportunities, and leave with one pilot worth testing.

Explore the Audit
BINDIVIDUALS + TEAMS

Build Days

You own a recurring workflow and are ready to build. Bring work from a job, side venture, personal system, or team and leave with a tested version.

See the Jacksonville Build Day
CSENIOR LEADERS

Executive Advisory

You are carrying an AI decision that cuts across work, ownership, risk, and adoption. Get a candid outside view while the call can still change.

Request consideration

You should be able to show what changed.

Every engagement ends with something a person can inspect and use. The work has to hold up outside the presentation.

01

The Audit

A prioritized pilot and proof plan

02

Build Days

A tested work system and 30-day operating plan

03

Executive Advisory

Clearer executive decisions grounded in evidence

05 / LEARN + EXPLORE

Keep learning close to the work.

WORKING PREMISEBETTER PRACTICE

What part of your work
still assumes the old rules?

Start a conversation
Premise & Practice | AI Work Design for People and Teams