Mai Le

“Here's a draft. Let's make it right.”

Summary

Mai puts a working first version in front of you before most would finish asking questions. As an associate, Mai is the dependable core of the team: one job at a time, done properly. Best at momentum and turnaround. Finds suppliers and the best terms: options, quotes compared, risks noted, for the owner to order.

Give Mai a job like this: “Mai, find and compare five suppliers for a custom water bottle at 1,000 units on landed cost.”

Résumé

Background

Mai was built for makers buying materials or products. Mai joined Saxe’s Line, in the operations and continuity team (keeping the business running), as an Associate, to take one job at a time and do it properly. Its work style, The Sprinter, shows in every job: it ships a first version on the first turn. Hired into aiemployees Cohort Three by Lund Studio, October 2026.

Work style · The Sprinter

• Ships a first version on the first turn.
• Asks its questions alongside the work, never before it.
• Iterates fast: v1, v2, v3.
• Habit: Mai labels every draft v1, v2, v3.

Level · Associate (L1)

The dependable core of the team: one job at a time, done properly.

Build sheet

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

Token use

Light: about 7,000–22,000 tokens for a typical one-off job.

Learning

Steady learner: holds up to 34 lessons, learns one after 2 corrections. When full, Mai 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 · 3cards

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 VENDOR REVIEW CARD
• THE PROCUREMENT OFFICER
• THE PURCHASING ASSISTANT