Understand the job.
Then choose the tools.

---
title: "The Lid Vizion Method: How We Implement AI"
description: "Six principles and a three-phase sequence — discover, implement, validate — for putting AI into real work with people in control."
url: https://lidvizion.ai/approach/
site: Lid Vizion
index: https://lidvizion.ai/llms.txt
---

The Lid Vizion Method

# Understand the job. Then choose the tools.

We begin with your operation, not a preferred model, framework, or software subscription. Six principles, three phases, and an owner for every step.

[Let’s map your workflow](https://lidvizion.ai/contact/) · [Start with a workflow audit](https://lidvizion.ai/workflow-audit/)

Principles

## Six rules we work by.

They decide what we build, what we leave alone, and when a workflow is allowed to run on its own.

1. **Start with the operation**
   The trigger, the handoffs and the owner come first. The model, framework and vendor come last.
2. **Use what already works**
   Configure before you connect, connect before you automate, and automate before you build.
3. **Every workflow has an owner**
   A named person decides how the work changes and answers for the result.
4. **Every workflow has a stop rule**
   Low confidence, missing information and edge cases hand back to a person by design.
5. **Autonomy is earned**
   Approval points come off only when the results show they can, and not before.
6. **Leave with a handoff**
   Documentation, measures and ownership stay with your team, not with us.

1. Discover
2. Implement
3. Validate

01 · Discover

## Map the real workflow

Capture the trigger, context, handoffs, exceptions, and owner.

- The trigger that starts the work
- The information and systems it touches
- The handoffs, and who owns each one
- The exceptions, and who decides

02 · Implement

## Use what already works

Configure and connect first. Write code where it earns its place.

- Configure the AI tools you already have
- Connect context with scoped access
- Automate the bounded, repeatable part
- Build only the piece that is still missing

03 · Validate

## Measure, then expand

Test the result, review the exceptions, and document the handoff.

- Compare against a baseline
- Review exceptions and approval effort
- Document the handoff and the stop rule
- Expand only when results justify it

Where people stay in control

## Autonomy is earned, not assumed.

We define these before a workflow runs on its own, and revisit them as it proves itself.

1. **Approval points**
   Sensitive actions wait for a named person before they happen.
2. **Stop rules**
   Every workflow knows when to halt and hand back to a human.
3. **Scoped access**
   Each workflow can read and change only what it needs.
4. **A record**
   What ran, what changed, and who approved it, kept where you can see it.

What we measure

## A better process, not more AI activity.

A useful evaluation compares outcomes, not usage.

### Completed work

### Review effort

### Exceptions

### Total execution cost

Bring the messy version

## One workflow. A better way to run it.

Show us the tools, the handoffs, and the part that keeps slowing your team down.

[Let’s map your workflow](https://lidvizion.ai/contact/) · [Start with a workflow audit](https://lidvizion.ai/workflow-audit/)