learn-ai-consulting-with-phoebe / Consultant session 10 of 10
Learn AI Consulting with Phoebe · Consultant track · Session 10 of 10

Capstone: the engagement, compressed

Six weeks in nine sessions, and now one sitting. The capstone is deliberately light on new ideas - it is the whole engagement rehearsed until it feels routine, because routine is what you will perform under deadline. You will replay the arc, climb the ladder one last time, and then the lab does something it has never done before: it scores YOUR summary - the real one, pasted into the box - and tells you honestly which band you are in.

🔴 Consultant track Capstone Ship your own summary 45 min + self-study depth
0-3 · Welcome 3-15 · The arc replayed 15-40 · The ladder + your draft 40-45 · Graduation
Part 0

One sitting, the whole engagement

Northbridge x Cadence started as a brief in session 1 and became a shipped recommendation by session 9: the $30 per seat enterprise tier, Q1, piloted on the 210 accounts already in procurement or security review. Today the engagement compresses into a single run - not because you need new material, but because the skills only count when they fire in sequence, fast, without you consulting your notes. That is what the next real engagement will demand.

Live - presented in session Self-study - read after class ▶ Live lab - scores real text Sources covered
★ What you walk out with today The nine-station arc replayed in one breath, the honest translation table from Cadence to your Monday, the three habits that survive real deadlines - and a live score on your OWN executive summary, with a coaching read that tells you exactly which measures are hiding your missing points.
The graduation rule Nothing in this session is admired, everything is measured - including you. The paste box does not grade Cadence prose today; it grades yours. Whatever number comes back, the table under it shows the repeatable moves that raise it. That is the whole course in one interaction.
Part 1 · covers the recap

The arc, one breath 6 min live

Nine stations, one engagement, each with a single takeaway worth keeping. Where a station has a signature number, it is on the map - 19 to 100 on the ladder, 8 in the slop trap, 15 at the gate. If any station feels foggy, its session is one click away; the capstone assumes them all.

b1 Frontier + rails map the edge, obey both b2 Hypothesis tree + explicit exclusions b3 Lead, not fact + the source log b4 Findings to insights without flattening b5 Pyramid 19 -> 100 the ladder debuts b6 Slop 8 vs owned 100 the deck anti-lever b7 Voice + hard news client comms, owned b8 Gate caps at 15 regardless of craft b9 Audit + rehearsal the last QA gate Ship The readout ships signed by a human Nine stations, one engagement - today the whole arc runs in one sitting, until it feels routine.
🔍 Click to zoom - the arc, with each station's signature number where it has one
LiveStation by station, one takeaway each4 min▶

Say these out loud with the map up - the recall is the exercise. b1: the frontier is jagged and invisible; map it, and obey the two rails that outrank every gain. b2: the hypothesis tree with explicit exclusions - what you will NOT investigate is half the scope. b3: an AI-supplied fact is a lead, not a fact, until a human sees its source; the log starts day one. b4: findings become insights without flattening - keep the outlier interviews the summary wants to average away. b5: the pyramid, and the ladder from 19 to 100 - answer first, quantify, so-what, anchor.

b6: the slop trap - the all-AI deck scored 8, the consultant-owned one 100, same tool, different division of labor. b7: the voice is yours, especially for difficult news. b8: the gate caps everything at 15 the moment client-identifying material appears, regardless of craft - an 87 on prose is still a 15 with a leak. b9: the citation audit (VERIFIED, VENDOR-CLAIMED, CUT) and the hostile-client rehearsal, then the readout: answer in two minutes, close with the ask.

Real worldThis compression exercise mirrors how firms actually onboard the tools. McKinsey's Lilli is used by roughly three quarters of its ~43,000 people at half a million prompts a month; BCG reports ~90% employee AI usage. At that saturation, using AI is not a differentiator - the sequence you just recited is. The consultants who compound are the ones for whom the rails, the ladder, and the gate run as one routine, not nine separate lessons.
Part 2 · covers the handover

What transfers on Monday 6 min live

Cadence was a training rig. The honest translation table says exactly what each course artifact becomes when the client is real - and what does not transfer at all.

LiveThe translation table3 min▶
In this courseOn your Monday
Cadence's data room: 62%, 210, 94% vs 71%, $38-45, $30, 2.1xYour client's actual numbers - the anchors change, the write-with-them discipline does not
The scorer's six measures: answer-first 20 · quantified 20 · so-what 15 · weasel 15 · anchors 15 · length 15Your self-edit checklist - write it out once by hand today, and run it on every summary before anyone else reads it
The forbidden list behind b8's gateYour engagement kickoff ritual: day one, name what never enters a prompt for THIS client - names, figures, board material
The citation audit from b9Your ship gate: nothing leaves without every fact stamped VERIFIED, VENDOR-CLAIMED, or CUT by someone other than the author

What does not transfer: the fixed facts themselves, and the comfort of a scripted ladder. Real drafts do not come with a next button - which is why the paste box exists.

LiveThe three habits that survive real deadlines3 min▶

Under deadline, checklists shrink to habits. If you keep only three from this whole course, keep these. Answer-first drafting: the recommendation in sentence one, always - it forces every other sentence to earn its place, and it is the single biggest lever the ladder ever showed you. Lead, not fact: every AI-supplied number is a lead until you have seen its source; the habit takes five seconds per fact and would have saved Deloitte Australia a headline. Anonymize, then prompt: strip client-identifying material before it enters any tool, even the approved one - the gate taught you that craft cannot buy back a leak.

Real worldThe jagged-frontier study is why these three, specifically. Bottom-half performers gained +43% with AI, and output homogenized - so fluent production is now table stakes that differentiates nobody. What the study could not automate is what the three habits protect: the judgment to commit to an answer, the accountability for every fact, and the client trust that confidentiality keeps. Those are the parts of the job that still compound.
Part 3 · covers what comes next

The jagged frontier, revisited 4 min live

In session 1 you drew a frontier map of your real task list: INSIDE, EDGE, OUTSIDE. Reread it now with nine sessions of hindsight - and notice what moved.

LiveReread your b1 map, then keep re-sounding it3 min▶

For most people, something migrated from EDGE to INSIDE - interview synthesis once you learned to keep the outliers, hostile-question generation once you learned the answer-with-source-row discipline, first-draft summaries once the six measures became your edit pass. The frontier did not move; your knowledge of where it runs did. That was the point: the study's real lesson was never "AI is good" or "AI is bad" but that knowing where the edge runs IS the consulting skill.

So the standing habit: re-sound the frontier quarterly. It moves - models improve, your tasks change, your firm's approved tools change. One hour, your current task list, three columns, honest EDGE entries. And when the day comes that you run the practice instead of the workstream, the leader track is waiting: a1 for the evidence, a3 for the policy anatomy behind the rails, a5 for the firm's AI operating model.

You, graduated the scorer stays here - free, forever. Come back before your next readout. The leader track · a1, a3, a5 for the day you run the practice - frontier, rails, operating model learn-ai-research deep grounded-research technique lives there - b3 only opened the door learn-ai-pm product decisions - what your client should build lives there learn-ai-project-management delivery mechanics for after the client says yes to the pilot Re-sound your frontier quarterly - it moves.
🔍 Click to zoom - the graduation map: the leader track and the sibling courses
Everyone ships

The ladder + your draft ▶ ★ 25 min · everyone scores their own

Three presses replay the ladder's key rungs one last time - then the box opens for YOUR text. The drafts are scripted rewrites, the measures are real pattern checks, and nothing pasted leaves the browser. That includes your real summary.

1 · Press "1 · Intern draft" - it scores 19. Before you look at the table, name the three missing measures from memory. Then check. If you named answer-first, quantified support, and client anchors without hesitating, the course did its job.

2 · Press "2 · Answer + numbers" - it scores 78. Say out loud which two moves bought those 59 points: the answer moved to sentence one, and every claim took its number. Two moves, 59 points - the ladder's whole economics in one press.

3 · Press "3 · So-what + anchors" - it scores 100. The ceiling. Notice why the anchors matter: so-whats a model can attempt, but the client anchors - Cadence named, the 210-account mechanics, the bottleneck called - are the points AI cannot supply, because your client's specifics live in your engagement, not its training data.

4 · Now the box. Paste YOUR OWN executive summary - the rewrite from b5's homework, or write one right now for a real engagement you are on. Press "📏 Score my draft".

5 · Read the coaching line honestly. Under 50 is intern territory, 50-79 is a solid skeleton, 80+ is readout-grade. Then read the table under the number - the missing points are usually so-whats and anchors, the two measures that demand you draw consequences and name specifics.

6 · Fix ONE measure and re-score. Add the missing so-whats, or the client anchors, or move the answer to sentence one - just one move. Watch the number respond. That is the ladder working on YOUR text, and it is the edit loop you will run for the rest of your career.

7 · Note the gate still runs on pasted text. If the leak scan fires on your real summary, do not be embarrassed - you just learned something important for free, in a browser, instead of in a client meeting. Anonymize and re-score.

8 · The graduation sentence. The scorer stays here, free, forever. Come back before your next readout - paste, score, fix one measure, ship.

✦ If you finish early Score a colleague's summary (with their blessing) and practice delivering the coaching read out loud - band first, then the one measure to fix. Teaching the ladder is the retention trick, and it is also tonight's homework.
The graduation list

Homework, permanent edition 📝 ◐ ongoing

Check yourself

Three questions before you go 🎯 ◐ 90 seconds

1 · The nine stations of the engagement, in order, are...

The arc follows the six weeks: meet the engagement, scope it, research it, analyze it, structure the story, build the deck, manage the client, protect the data, then audit and present. The deck never precedes the storyline, and the audit always precedes the room.

2 · The three keep-forever habits are...

The answer in sentence one forces every other sentence to earn its place; every AI fact stays a lead until a human sees its source; client-identifying material gets stripped before any prompt. Three habits, and every headline incident this course cited traces to skipping one of them.

3 · The paste box's coaching bands say...

The bands grade craft signals, not truth - the citation audit guards the facts. And the pattern holds on real text: drafts most often bleed points on consequences never drawn and clients never named, the two measures AI cannot supply for you.

Coverage, honestly

What this course covered from the official universe

✓All nine consultant stations, replayedyou can now scope, research, analyze, structure, produce, protect, audit, and present with AI - and sign it yourself
✓Dell'Acqua et al., "Navigating the Jagged Technological Frontier" (HBS/BCG, 2023)completed - both frontier numbers, centaur/cyborg, homogenization + bottom-half lift, used across the whole track
✓Minto, The Pyramid Principlecompleted - governing thought, answer-first structure, action titles; the scorer's theory base since b5
◐Certificates and graded assessmentsstay with the official providers - this course taught the working core with a live scorer instead

Consultant session 10 cheat sheet

The evidenceInside the frontier: +12.2% tasks, 25.1% faster, +40% quality. Outside: -19 percentage points, fully confident. Map your edge; re-sound it quarterly.
The railsClient material: enterprise-tier tools only, anonymized even there. Every fact reaching a client has a human owner who saw its source.
The research habitAn AI-supplied fact is a lead, not a fact. The source log starts day one and pays for itself at the audit.
The ladder19 → 38 → 78 → 93 → 100: answer first, quantify every claim, so-what every bullet, anchor to the client.
The six measuresAnswer-first 20 · quantified 20 · so-what 15 · weasel 15 · anchors 15 · length 15. Written out by hand, it is your self-edit checklist.
The slop trapAll-AI deck: 8 (anchors 0, quant 0, fluent slop). AI drafts, consultant owns: 100. Same tool - the division of labor is the product.
The gatesConfidentiality gate caps any score at 15 the moment a leak appears. Citation audit before shipping: VERIFIED / VENDOR-CLAIMED / CUT, never by the author.
The three habitsAnswer-first drafting · lead-not-fact · anonymize-then-prompt. If deadlines strip everything else, keep these. The scorer stays here, free, forever.