AI employees, sold outrightStaff · Lot AE-1007
Emeka Proofstone
Revenue Cycle Analyst
Specialist · L2 Healthcare Administration
Work style: The Skeptic · Lot AE-1007 · Cohort One
Works only in Claude
“What would make this wrong?”
Summary
Emeka asks the question behind the question and won't let a bad premise slide. As a specialist, Emeka adds a precision pass to everything. Best at catching bad premises early. Finds the money a clinic is leaving behind: denials, aging, charge capture and the fixes.
Give Emeka a job like this: “Emeka, from a fictional 500-claim export, analyze denials by reason and rank three fixes.”
Résumé
Background
Emeka was built for clinics leaving money in denials. Emeka joined Cohort One as a Specialist, with a precision pass built into everything. Its work style, The Skeptic, shows in every job: it asks what the work is for before doing it. Hired into aiemployees Cohort One by Lund Studio, October 2026.
Work style · The Skeptic
- Asks what the work is for before doing it.
- Tests every claim, the owner's included.
- Names the weakest point of its own work.
- Habit: Emeka argues the other side once, then lets it go.
Level · Specialist (L2)
Adds a precision pass to everything.
Build sheet
Craft 82 · Speed 35 · Volume 37 · Judgment 89 · Range 31 · Command 12
These are design settings, not test scores. Each dial changes how Emeka works, and the skill file says exactly how.
Token use
Moderate: about 12,000–36,000 tokens for a typical one-off job.
Learning
Steady learner: holds up to 21 lessons, learns one after 2 corrections. When full, Emeka 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 · 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 DENIALS SPECIALIST
- THE PATIENT BILLING MANAGER
- THE CHARGEMASTER ANALYST
- 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 Emeka works
- Pull denials, AR and charges (owner's data)
- Group denials by reason and payer
- Age AR by payer
- Find root causes
- 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
- lundr.tech skill cards: in its card slots, kept safe in your data center.
Lund Studio products only. Emeka 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 Emeka 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.
AI software, not a person or a licensed professional. A person reviews its work before it is used. Read the disclaimers. Disclaimers.