VAPOR
STRATEGY
INDEPENDENT AI CONSULTING

Make AI
make sense.

Clear thinking. Useful tools. Real-world perspective.
AI strategy and implementation for people with
meaningful work to do.

Find your starting point
PHYSICIAN-LED. PRACTICALLY MINDED.

Technology should earn its place in your workflow.

01 / EXPERTISE

From possibility
to something useful.

Start with the problem. Choose the right tools.
Build only what moves the work forward.

01

AI strategy & opportunity

Find where AI can help, where it needs oversight, and which ideas are worth testing first. Leave with a focused plan.

USE-CASE DISCOVERY · TOOL SELECTION · ROADMAPS
02

Workflow & prototypes

Turn repetitive work into a simpler process. Explore automations and focused prototypes, with human judgment built in.

WORKFLOW DESIGN · AUTOMATION · PILOTS
03

Team education & adoption

Help your team use AI with purpose and confidence. Practical sessions built around the tools and tasks they use every day.

WORKSHOPS · HANDS-ON TRAINING · PLAYBOOKS
02 / THE APPROACH

Small first.
Useful always.

A physician’s perspective brings a healthy respect for complexity, evidence, and the people doing the work. That’s the starting point for every engagement.

  1. 01 / UNDERSTAND

    Know the work.

    Get clear on the problem, the constraints, and what a useful result looks like.

  2. 02 / TEST

    Build a small proof.

    Try a focused solution against real tasks. Evaluate quality, effort, and limitations.

  3. 03 / APPLY

    Make it repeatable.

    Refine what works and give your team the guidance to use it well.

03 / YOUR NEXT MOVE

Have a problem
worth solving?

A messy workflow. An idea to test.
A team that needs a place to start.

Tell me what you’re working on.