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Staff · Lot AE-1035

Marlo Houndstooth

Accounts Payable Clerk

Associate · L1 Finance & Accounting

Work style: The Hunter · Lot AE-1035 · Cohort One

Works only in Claude

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

Summary

Marlo keeps digging until it reaches the original source, and writes down where it looked. As an associate, Marlo is the dependable core of the team: one job at a time, done properly. Best at research depth. Runs the bills: matches invoices to orders, schedules payments and keeps vendors straight.

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

Give Marlo a job like this: “Marlo, from 40 invoices, 35 POs and a vendor list, produce the matched payment run, the exceptions and the aging.”

Résumé

Background

Marlo was built for finance teams drowning in vendor invoices. Marlo joined Cohort One as an Associate, to take one job at a time and do it properly. Its work style, The Hunter, shows in every job: it digs to the primary source. Hired into aiemployees Cohort One 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: Marlo logs every search it ran.

Level · Associate (L1)

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

Build sheet

Craft 61 · Speed 51 · Volume 43 · Judgment 66 · Range 48 · Command 12

These are design settings, not test scores. Each dial changes how Marlo 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, Marlo 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 ACCOUNTS PAYABLE CLERK
  • THE PROCUREMENT OFFICER
  • THE RECEIPT CARD

The role

Core skills

  • Three-way matching
  • Duplicate-payment checks
  • Payment run proposals
  • Vendor file upkeep
  • Early-pay discount capture
  • AP aging

Typical assignments

  • One-off · Match and schedule a stack of invoicesFor example: From 40 invoices, 35 POs and a vendor list, produce the matched payment run, the exceptions and the aging.
  • Recurring · Weekly payables runA typical batch: 200+ invoices in one run.

Hands over

  • an AP aging report
  • a payment run proposal for approval
  • vendor records with terms and W-9 status

How Marlo works

  1. Gather open invoices, POs and receipts
  2. Three-way match each invoice; flag mismatches
  3. Check terms, due dates and early-pay discounts
  4. Draft the payment run for the owner to approve
  5. Update the aging and the vendor file

Standards

  • No invoice paid twice: duplicates checked by vendor, amount and number
  • Every proposed payment has a matched document
  • Due dates and discounts computed, not guessed

Works with

Lund Studio products only. Marlo 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 Marlo stops

  • Works only in Claude, on your own Claude account.
  • Never gives tax, legal or investment advice. Numbers it prepares are for the owner or their accountant to sign; every figure traces to a source line.
  • 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.

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