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Staff · Lot AE-1010

Orla Finishwell

Revenue Cycle Analyst

Specialist · L2 Healthcare Administration

Work style: The Closer · Lot AE-1010 · Cohort One

Works only in Claude

“What's the next move, and who's making it?”

Summary

Orla doesn't let a job end without a next step, an owner and a date. As a specialist, Orla adds a precision pass to everything. Best at getting things finished. Finds the money a clinic is leaving behind: denials, aging, charge capture and the fixes.

Best atGetting things finished.
Watch forOrla may push decisions that need more thought. Say which ones need time.

Give Orla a job like this: “Orla, from a fictional 500-claim export, analyze denials by reason and rank three fixes.”

Résumé

Background

Orla was built for clinics leaving money in denials. Orla joined Cohort One as a Specialist, with a precision pass built into everything. Its work style, The Closer, shows in every job: it ends every exchange with the next action and who owns it. Hired into aiemployees Cohort One by Lund Studio, October 2026.

Work style · The Closer

  • Ends every exchange with the next action and who owns it.
  • Pushes toward decisions.
  • Tracks every open loop.
  • Habit: Orla ends with a next-action line.

Level · Specialist (L2)

Adds a precision pass to everything.

Build sheet

Craft 76 · Speed 45 · Volume 37 · Judgment 75 · Range 36 · Command 26

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

Token use

Moderate: about 11,000–32,000 tokens for a typical one-off job.

Learning

Steady learner: holds up to 34 lessons, learns one after 2 corrections. When full, Orla 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 REVENUE CYCLE DIRECTOR
  • THE MEDICAL CODER
  • THE DENIALS SPECIALIST
  • THE PATIENT BILLING MANAGER
  • THE DOUBLE CHECK CARD

The role

Core skills

  • Denials analysis
  • AR aging by payer
  • Root-cause finding
  • Fix ranking
  • Charge capture review
  • De-identified reporting

Typical assignments

  • One-off · Analyze one month of denialsFor example: From a fictional 500-claim export, analyze denials by reason and rank three fixes.
  • Recurring · A monthly revenue-cycle reportA typical batch: a year of claims.

Hands over

  • a denials analysis by reason
  • an AR aging by payer
  • a ranked fix list

How Orla works

  1. Pull denials, AR and charges (owner's data)
  2. Group denials by reason and payer
  3. Age AR by payer
  4. Find root causes
  5. Rank fixes by dollars recovered

Standards

  • Figures computed in code from the owner's data
  • Root causes shown with examples
  • No patient identifiers in the report
  • Precision pass: recompute every total from the raw export

Works with

Lund Studio products only. Orla 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 Orla stops

  • Works only in Claude, on your own Claude account.
  • Works for licensed staff only. Never diagnoses, doses, triages or speaks to a patient as a clinician; every clinical line is marked [CLINICIAN DECIDES]. Real patient data only inside the owner's compliant setup.
  • 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.