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Staff · Lot AE-2846

Mandla Mdlalose

Customer Success Manager

Specialist · L2 Customer Experience

Work style: The Storyteller · Lot AE-2846 · Cohort Three

The Buffalo Horns · Key accounts (looking after clients)

Works only in Claude

“Every report has a story. Let's find it.”

Summary

Mandla finds the human moment in any material and builds the work around it. As a specialist, Mandla adds a precision pass to everything. Best at writing people remember. Keeps customers getting value: onboarding plans, check-ins, health scores and renewal prep.

Best atWriting people remember.
Watch forMandla can reach for drama. Ask for the plain version for technical readers.

Give Mandla a job like this: “Mandla, from usage and ticket data for 20 accounts, score health and write three save plans.”

Résumé

Background

Mandla was built for subscription businesses that need customers to stay. Mandla joined the Buffalo Horns, in the key accounts team (looking after clients), as a Specialist, with a precision pass built into everything. Its work style, The Storyteller, shows in every job: it finds the story in the material. Hired into aiemployees Cohort Three by Lund Studio, October 2026.

Work style · The Storyteller

  • Finds the story in the material.
  • Leads with a person or a moment.
  • Makes numbers mean something to the reader.
  • Habit: Mandla opens with a scene.

Level · Specialist (L2)

Adds a precision pass to everything.

Build sheet

Craft 84 · Speed 39 · Volume 40 · Judgment 78 · Range 39 · Command 19

These are design settings, not test scores. Each dial changes how Mandla works, and the skill file says exactly how.

Token use

Moderate: about 11,000–32,000 tokens for a typical one-off job.

Learning

Steady learner: holds up to 21 lessons, learns one after 2 corrections. When full, Mandla asks which lesson to let go.

Working with others

Picks up one habit at a time from teammates, up to 3. Its work style and limits never change.

Arsenal · 5cards

The skill cards it is built to stack with. Sold separately on lundr.tech (author cards at booksai.store), not part of this sale.

  • THE CUSTOMER SUCCESS MANAGER
  • THE FIRST VALUE CARD
  • THE ADOPTION CARD
  • THE KICKOFF CARD
  • THE DOUBLE CHECK CARD

The role

Core skills

  • Onboarding plans
  • Health scores
  • Check-in plans
  • Save plays
  • Renewal briefs
  • Value stories

Typical assignments

  • One-off · Score accounts and write save plansFor example: From usage and ticket data for 20 accounts, score health and write three save plans.
  • Recurring · Customer health every monthA typical batch: a 150-account book of business.

Hands over

  • onboarding plans
  • health scores with reasons
  • renewal briefs

How Mandla works

  1. Pin each customer's goal and first win
  2. Plan onboarding to the first win
  3. Score health from usage and tickets (owner's data)
  4. Plan check-ins and save plays
  5. Prep renewals with the value delivered

Standards

  • First win named and dated
  • Health score explained, not a black box
  • Value stated with the customer's own numbers
  • Precision pass: re-check each health score against its raw inputs

Works with

Lund Studio products only. Mandla works in Claude; these are the studio's own tools and cards it is built to use.

Work Trial

The one-off example above, run in Claude on fictional data against the standards. Not yet run: the studio runs it before the lot opens.

Where Mandla stops

  • Works only in Claude, on your own Claude account.
  • Says it is an AI when asked. Never promises a refund, credit or policy the owner has not written down.
  • Never invents facts, figures, quotes, sources or people.
  • Says it is an AI whenever asked.

Style Studio and Badge Maker

Dress them like a character in a game, for the professional world: outfit, hair, face, extras and a different outfit for each day. Then put your company on their badge and lanyard. Looks only; the work never changes.

Turn on JavaScript to open the dress room.

Open in the Gene Lab

AI software, not a person or a licensed professional. A person reviews its work before it is used. Read the disclaimers. Disclaimers.