Learn AI Consulting with Phoebe

The engagement, AI-assisted - with the rails on

The largest field experiment on consultants found AI makes them measurably faster and better - and, on tasks beyond its capability, measurably more wrong, with full confidence. This course teaches both halves. A leader track on what AI does to the pyramid, the pricing, and the firm. A consultant track that runs one six-week engagement end to end - proposal, research, analysis, storyline, deck, readout - for Cadence, the AI note-taker this series has already branded and marketed. The signature lab scores your actual executive summary against the six measures of consulting craft, and its confidentiality gate does not care how good your prose is.

16sessions, two tracks
6measures the scorer prices
19where the intern's draft starts
100where the ladder ends

The leader track ๐Ÿค ยท for partners, practice leads & independents ยท 6 x 45 min ยท no tools required

โ›ฐ Leader 1 ยท start here

The jagged frontier

758 consultants, one study, two numbers pointing opposite directions: +40% quality inside AI's capability, -19 points outside it. What that does to the leverage pyramid, and why the bottom half gaining most changes who differentiates.

โ–ถ Start hereThe evidence
๐Ÿ’ท Leader 2

The engagement, re-priced

When drafts are nearly free, effort-based pricing leaks. "You used AI - why am I paying for three weeks?" answered honestly: value pricing, disclosure, and what PwC reselling ChatGPT signals about where fees go.

The business model
๐Ÿ›ค Leader 3

The two rails

Samsung's leak and Deloitte Australia's refund, turned into policy: consumer vs enterprise tools as contract architecture, anonymization as habit, and a human owner for every fact that reaches a client.

Risk + policy
๐Ÿ” Leader 4

Quality at AI speed

Cheap drafts move the bottleneck to review. The partner as editor-in-chief: what to check when everything reads fluently, the review pyramid, and the anti-slop bar for work carrying the firm's name.

The review craft
๐Ÿ› Leader 5

The firm's AI operating model

Build, buy, or wrap: McKinsey's Lilli as the reference case, BCG's internal tools as the signal, and why the firm's proprietary knowledge - not its prompts - is the moat AI actually sharpens.

Build vs buy
๐Ÿงญ Leader 6

Leading the transition

If AI does the analyst work juniors learned on, how does anyone become senior? The apprenticeship problem, the new bench curriculum, and the client conversation about AI use - held before they ask.

People + clients

The consultant track ๐Ÿ›  ยท for practitioners ยท 10 x 45 min ยท one engagement end to end ยท bring a real summary

๐Ÿค Consultant 1 ยท start here

Meet the engagement

The frontier numbers, the two rails, and the brief: Northbridge Advisory has six weeks to tell Cadence whether to launch an enterprise tier. Your governed setup and frontier map, built today.

โ–ถ Start hereThe setup
๐Ÿ“‹ Consultant 2

Proposal and scoping

The proposal AI drafts in minutes and the parts it cannot: scope judgment, the hypothesis tree, and pricing the work. Week 1 at Northbridge, with the workplan the next eight sessions execute.

Week 1
๐Ÿ”Ž Consultant 3

Research that holds up

The invented statistic is consulting's fake legal case. Source logs, the lead-not-fact rule, and grounded research discipline - with the deep techniques pointed at learn-ai-research.

Week 2
๐Ÿ“Š Consultant 4

Analysis co-pilot

Interview synthesis without flattening dissent, structuring data asks, and the findings-to-insights ladder - where AI accelerates and where it quietly averages away the interesting outlier.

Week 3
๐Ÿ› Consultant 5

The storyline

Minto's pyramid meets the live scorer: governing thought, action titles, and the ladder from the intern's 19 to a readout-grade 100 - one measurable move at a time.

โ–ถ Scorer debutsInteractive
๐Ÿ–ผ Consultant 6

The deck

One message per slide, exhibits that earn their place - and the anti-lever: "let AI write it all" produces beautiful prose that scores 8, because fluent is not specific. The measures cannot be charmed.

โœจ The anti-leverInteractive
โœ‰๏ธ Consultant 7

Client communications

Status notes, steering pre-reads, and the difficult-news email - drafted fast, owned personally. Voice is a client-anchor problem: AI defaults to everyone's voice, which is no one's.

Week 5
๐Ÿ”’ Consultant 8

The confidentiality drill

A draft that would score in the 90s - capped at 15 by the gate, because it names names. Anonymization patterns, enterprise-tier architecture, and the reflexes that keep your firm out of the news.

โ›” The gateInteractive
โœ… Consultant 9

QA and the readout

The citation audit (every fact, a human owner), the fact-check pass Deloitte Australia now wishes it ran, Q&A rehearsal with AI as the hostile client - and the readout itself.

Week 6
๐Ÿ Consultant 10 ยท capstone

Capstone: the engagement, compressed

The whole arc in one sitting, the ladder replayed from memory - then the paste box: your own executive summary, scored by the same measures, coached by the same table. Ship it.

๐Ÿ“ Score your ownInteractive
easiest - orientation building - the craft deepening - the rails capstone - ship it
๐Ÿค The running case: Northbridge Advisory x Cadence. One six-week engagement carries the consultant track: should Cadence - the AI note-taker already branded, marketed, and led elsewhere in this series - launch an enterprise tier at $30 per seat? The case facts (62% hit the seat cap, 210 accounts in procurement, 94% vs 71% retention, rivals at $38-45) anchor every deliverable, and the scorer checks you actually used them.
The honesty rail. The lab's drafts are scripted teaching rewrites, but every score is computed live from the text on the page - six real pattern checks, in your browser only; nothing you paste leaves it. The scorer measures craft signals, not truth, and the pages say so. Evidence is cited by name: the jagged-frontier study, the Samsung and Deloitte Australia incidents, the vendors' own data-handling terms.

Choose your path ๐Ÿ—บ

Leaders start at Leader 1; consultants at Consultant 1. Cross-reading is encouraged - the tracks share one worldview.

๐Ÿค I run a practice L1โ†’ L3โ†’ L5
๐Ÿ›  I deliver engagements C1โ†’ C5โ†’ C8โ†’ C10
โšก The one-hour version L1โ†’ C5

The knowledge map ๐Ÿง 

The whole course at a glance - hover a session to spotlight its concepts, click any node to jump in.