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64 min · 51 slides · All levels

AI for In-House Counsel in practice.

Bring routine work in-house, triage the outside-counsel spend, and answer the stakeholder who arrives with “my AI says…” — with a defensible playbook.

Buy the course · $0Or join — $14.99/mo, all courses
64 minOf teaching
51Narrated slides
11Modules
$14.99/moOr buy once

Narration by Daniel Hart · Watch the 1-minute overview below · Members watch in the dashboard

What this course is

Bring routine work in-house, triage the outside-counsel spend, and answer the stakeholder who arrives with “my AI says…” — with a defensible playbook.

Bring routine work in-house, triage the outside-counsel spend, and answer the stakeholder who arrives with “my AI says…” — with a defensible playbook. It is narrated, practical and taught on real documents — no code, and nothing assumed.

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The 1-minute overview. The full course plays in your dashboard.

Sound familiar?

Where drafts fall down is the foundations.

Not the drafting — the checking and the reasoning underneath it.

01 · Sources

It quoted something that wasn't there

Confident summaries and invented citations. You found one — how many did you not find?

02 · Scale

Manual re-reading doesn't scale

Ten documents, one deadline, one you. The check that worked on one matter breaks on three.

03 · Clients

They can tell it's AI

Unlabelled inference and confident phrasing undermine the analysis — even when it is sound.

04 · Confidentiality

Client data can't leave the firm

Privileged material cannot be pasted into a public model. The check has to run inside your own account.

By the end you can
  • The triage decision · the contract playbook · the counter-memo
  • For small and mid-size legal teams
  • Written for lawyers with no prior AI knowledge
  • Handle the in-house bind with confidence
  • Handle the triage decision with confidence
Who it's for
  • In-house counsel
  • General counsel
  • Legal ops
Curriculum

11 modules, one calm step at a time.

01

The in-house bind

AI for In-House Counsel

02

The triage decision

Decide, matter by matter, what stays in-house

03

The contract playbook

A playbook turns your positions into a grid

04

Workflows and SLAs

Turn the playbook into a workflow

05

When a stakeholder's AI is wrong

Someone arrives with a confident, wrong answer

06

Confidentiality, privilege and governance

In-house, the confidentiality edge is sharp

07

Measuring it and proving it

If you cannot measure it, you cannot defend it

08

The stack and the rollout

A small, deliberate stack

09

Putting it to work

From this hour to next week

10

Additional guidance

Prompting for legal work: the four-part frame

11

Putting it to work

A thin team, doing more — defensibly.

The artefact

A firm-wide standard you can defend to the board

One method, one ledger, one disclosure line — ready to hand to procurement and the board.

 1. The in-house bind
 2. The triage decision
 3. The contract playbook
 4. Workflows and SLAs
 5. When a stakeholder's AI is wrong
 6. Confidentiality, privilege and governance
 7. Measuring it and proving it
 8. The stack and the rollout
 9. Putting it to work
10. Additional guidance
11. Putting it to work

Built during the course and yours to keep — included with the course and with membership.

Downloads

The materials you keep.

Every lesson ends in a file. These are yours to download and reuse — included with the course and with membership.

▤Course workbookPDF ↓
▤SlidesHTML ↓

Sign in to download — included with the course or membership.

Enrol

Buy this course, or join and get them all.

This course
$0

One-time · yours to keep

  • 51 narrated slides · 64 min
  • The templates and the worked example
  • Lifetime access in your dashboard
Buy this course
Questions

The honest answers.

Do I need any technical background?

No. Everything is plain English and every term is explained. If you can use a word processor and a chatbot, you can do this.

Which AI tools does this work with?

ChatGPT, Claude, Gemini and Copilot, or any tool that follows instructions. The method is the same across all of them.

How long does the course take?

64 min, across 11 short modules. You can stop and resume at any point.

What do I actually get?

Narrated video, the slides, the companion skill, and a firm-wide standard you can defend to the board — all included with the course and with membership.

Is it kept current?

Yes. Last updated 2026-10-14, and the companion skill is refreshed as models and rules change.

Start today

Make your next draft defensible.

Apply it to your next matter this week — build the draft, verify every claim, and sign it.

Get the course · $0Join membership