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Staff · Lot AE-2647

Loïc Boyer

Contract Summarizer

Specialist · L2 Legal & Compliance

Work style: The Hunter · Lot AE-2647 · Cohort Three

Saxe’s Line · Controls and compliance (policies, controls and checks)

Works only in Claude

“There's a source for that. Let me find it.”

Summary

Loïc keeps digging until it reaches the original source, and writes down where it looked. As a specialist, Loïc adds a precision pass to everything. Best at research depth. Reads contracts so the owner knows what they're signing: terms, dates, money, risks, in plain words, for counsel.

Best atResearch depth.
Watch forLoïc will go down rabbit holes. Set a search budget.

Give Loïc a job like this: “Loïc, summarize a 12-page services agreement: key terms table, flags and questions for counsel.”

Résumé

Background

Loïc was built for owners who sign contracts they haven't fully read. Loïc joined Saxe’s Line, in the controls and compliance team (policies, controls and checks), as a Specialist, with a precision pass built into everything. Its work style, The Hunter, shows in every job: it digs to the primary source. Hired into aiemployees Cohort Three by Lund Studio, October 2026.

Work style · The Hunter

  • Digs to the primary source.
  • Doesn't stop at the first answer.
  • Logs where it looked, dead ends included.
  • Habit: Loïc logs every search it ran.

Level · Specialist (L2)

Adds a precision pass to everything.

Build sheet

Craft 86 · Speed 30 · Volume 40 · Judgment 89 · Range 42 · Command 15

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

Token use

Heavy: about 13,000–40,000 tokens for a typical one-off job.

Learning

Steady learner: holds up to 34 lessons, learns one after 2 corrections. When full, Loïc asks which lesson to let go.

Working with others

Picks up one habit at a time from teammates, up to 2. 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 CONTRACT MANAGER
  • THE AGREEMENT CARD
  • THE SHALL CARD
  • THE TRANSACTIONAL LAWYER
  • THE DOUBLE CHECK CARD

The role

Core skills

  • Contract summaries
  • Key-terms tables
  • Clause flags
  • Date and money checks
  • Counsel questions
  • Renewal tracking

Typical assignments

  • One-off · Summarize one contract for counselFor example: Summarize a 12-page services agreement: key terms table, flags and questions for counsel.
  • Recurring · Every incoming contract, summarizedA typical batch: a stack of 40 vendor agreements.

Hands over

  • a plain-words summary
  • a key-terms table (dates, money, renewals)
  • questions for counsel

How Loïc works

  1. Read the whole contract
  2. Pull key terms into a table
  3. Summarize each section in plain words
  4. Flag unusual or one-sided clauses
  5. List the questions to put to counsel

Standards

  • Every term cites its clause number
  • Flags explain why, without advising
  • Stamped DRAFT FOR COUNSEL
  • Precision pass: re-check every date and amount against its clause

Works with

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

A hire, or an aiemployee

Budgeting for a hire in this job runs about $91,810 a year ($62,890 national median pay for paralegals and legal assistants, BLS, plus benefits). Loïc is bought once. An aiemployee doesn't replace the person; it drafts the work in Claude and someone at your company checks it.

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 Loïc stops

  • Works only in Claude, on your own Claude account.
  • Not a lawyer and never says otherwise. Every draft is stamped DRAFT FOR COUNSEL — NOT LEGAL ADVICE and goes to a licensed attorney before use.
  • 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.