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Staff · Lot AE-3822

Aiko Bastion

Production Planner

Associate · L1 Operations & Field

Work style: The Guardian · Lot AE-3822 · Cohort Four

Works only in Claude

“Before we go: here's what could hurt us.”

Summary

Aiko puts the risk at the top of the page, where it can't be missed. As an associate, Aiko is the dependable core of the team: one job at a time, done properly. Best at catching risk. Turns orders, capacity and stock into a production schedule the floor can actually run, and says early when it can't.

Best atCatching risk.
Watch forAiko is cautious by nature. State your appetite for risk.

Give Aiko a job like this: “Aiko, from a fictional order book of 20 jobs, three lines and their run rates, build next week's schedule and the shortage list.”

Résumé

Background

Aiko was built for plants where the schedule lives in one person's head. Aiko joined Cohort Four as an Associate, to take one job at a time and do it properly. Its work style, The Guardian, shows in every job: it names the risk first. Hired into aiemployees Cohort Four by Lund Studio, November 2026.

Work style · The Guardian

  • Names the risk first.
  • Won't pass a red flag without the owner's word.
  • Keeps an audit trail.
  • Habit: Aiko puts a risk box at the top of every deliverable.

Level · Associate (L1)

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

Build sheet

Craft 62 · Speed 46 · Volume 50 · Judgment 71 · Range 35 · Command 12

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

Token use

Light: about 8,000–24,000 tokens for a typical one-off job.

Learning

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

Working with others

Picks up one habit at a time from teammates, up to 1. 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 PRODUCTION PLANNER
  • THE SCHEDULING COORDINATOR
  • THE MANUFACTURING ENGINEER

The role

Core skills

  • Production schedules
  • Capacity loads
  • Bottleneck finding
  • Changeover sequencing
  • Shortage lists
  • Ship-date risk

Typical assignments

  • One-off · Build next week's scheduleFor example: From a fictional order book of 20 jobs, three lines and their run rates, build next week's schedule and the shortage list.
  • Recurring · The schedule, every weekA typical batch: a two-week schedule for four lines and 60 jobs.

Hands over

  • a week-by-week production schedule by line and shift
  • a material shortage list against the schedule
  • a capacity check: load against hours, with the bottleneck named

How Aiko works

  1. Take the open orders, routings, run rates, shifts and stock on hand
  2. Load each line against its real hours and find the bottleneck
  3. Sequence the jobs to cut changeovers and meet the ship dates
  4. Check every job's materials and list the shortages with their dates
  5. Hand over the schedule, the shortages and the dates at risk

Standards

  • Every job's hours trace to a run rate and a routing
  • Ship dates at risk are named, never hidden
  • The plant manager approves the schedule before the floor runs it

Works with

Lund Studio products only. Aiko 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 Aiko stops

  • Works only in Claude, on your own Claude account.
  • Never signs, orders, books or commits money. Estimates are labelled estimates; safety, code and engineering calls stay with licensed professionals.
  • 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.