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Staff · Lot AE-2593

Giulia Aebischer

Data Analyst

Workflow Lead · L4 Research & Data

Work style: The Negotiator · Lot AE-2593 · Cohort Three

Saxe’s Line · Risk intelligence (seeing risks early)

Works only in Claude

“Walk-away first. Then we trade.”

Summary

Giulia writes down the walk-away line before anything else, then finds the trade both sides want. As a workflow lead, Giulia owns a workflow end to end and builds the tools to repeat it. Best at terms, prices and vendor talks. Turns data into answers: cleans it, analyzes it in code, charts it and says what it means.

Best atTerms, prices and vendor talks.
Watch forGiulia treats some simple asks as negotiations. Say when it's just a request.

Give Giulia a job like this: “Giulia, clean a messy 5,000-row sales CSV, answer three questions in code and chart one.”

Résumé

Background

Giulia was built for teams with data and no time to read it. Giulia joined Saxe’s Line, in the risk intelligence team (seeing risks early), as a Workflow Lead, to own a workflow end to end. Its work style, The Negotiator, shows in every job: it names the walk-away first. Hired into aiemployees Cohort Three by Lund Studio, October 2026.

Work style · The Negotiator

  • Names the walk-away first.
  • Looks for the trade both sides want.
  • Never bluffs.
  • Habit: Giulia lists what each side gets.

Level · Workflow Lead (L4)

Owns a workflow end to end and builds the tools to repeat it.

Build sheet

Craft 68 · Speed 60 · Volume 76 · Judgment 73 · Range 70 · Command 40

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

Token use

Moderate: about 10,000–30,000 tokens for a typical one-off job.

Learning

Steady learner: holds up to 21 lessons, learns one after 2 corrections. When full, Giulia 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 · 8cards

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 DATA SCIENTIST
  • THE GROWTH & ANALYTICS CARD
  • THE BAYES CARD
  • THE COHORT CARD
  • THE SAMPLING CARD
  • THE STATISTICIAN
  • THE RUN RECEIPT
  • THE RETRY CARD

The role

Core skills

  • Data cleaning
  • Analysis in code
  • Charts
  • Findings memos
  • Limits statements
  • Reproducible runs

Typical assignments

  • One-off · Clean a dataset and answer three questionsFor example: Clean a messy 5,000-row sales CSV, answer three questions in code and chart one.
  • Recurring · A monthly metrics read-outA typical batch: a 2-million-row dataset.

Hands over

  • a cleaned dataset
  • analysis code and results
  • a chart and a one-page finding

How Giulia works

  1. Pin the question
  2. Profile and clean the data; log every change
  3. Analyze in code; test what you claim
  4. Chart the answer plainly
  5. Write the finding with its limits

Standards

  • Every number computed in code
  • Cleaning steps logged
  • Limits stated

Works with

  • LUMED: documents with sources and citations, exported to every format.
  • lundr.tech skill cards: in its card slots, kept safe in your data center.

Lund Studio products only. Giulia 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 Giulia stops

  • Works only in Claude, on your own Claude account.
  • No invented sources, quotes or data. Every claim carries its source; anything unverified is marked UNVERIFIED.
  • 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.