EXHIBIT R-8 · DEFAULT-PERSONAL, ALWAYS
Parka Classification Policy — Default-Personal, Promote-with-Substantiation, Recover-at-Filing
Date: 2026-06-10 · Status: ADOPTED (same session as synthetic months 01/02) The founding directive, verbatim: "I don't want to break the law — all I want to do is make the tools that companies already have available to all of us as well."
The error asymmetry that drives everything
The two misclassification directions have wildly different costs, and the policy exists because of that asymmetry:
| Business → wrongly personal | Personal → wrongly business | |
|---|---|---|
| Tax cost | ~30% of item value in overpaid tax (her marginal rate) | Disallowed deduction + back tax + 20% accuracy penalty (§6662 class) + interest + the audit itself |
| Veil cost | None — keeping an item personal never damages separateness | Commingling evidence permanently in the entity's books — exhibit material in the veil-piercing fight the structure exists to win |
| Reversibility | Full — deductions are claimed at filing, not in real time; 3-year amendment window after | Partial — corrections help, but courts weigh the contemporaneous pattern |
False-personal is bounded, small, and recoverable. False-business is the only error class with unbounded cost. Therefore the system leans hard one way.
The policy
Tiered defaults. Auto-business ONLY when rule + substantiation clearly apply (vendor invoice against an active SOW). Everything ambiguous lands in personal-pending — out of the deduction pile, off the veil's record, harmless by construction.
Promotion captures the evidence. The owner reclassifies personal-pending → business with one action, and that action asks "what was this for?" at that moment. The answer is the contemporaneous memo that substantiation rules (§274(d) class) actually credit — captured at the moment of intent, not reconstructed at audit. The owner's decision and the paper trail are the same gesture.
Owner decisions are the tuning signal. Every promotion/confirmation teaches the longitudinal client model ("McMaster-Carr is always business; REI always gets asked") so the ask-rate falls month over month. The personalization loop runs on the owner's own rulings — never on the system's guesses.
The recovery sweep makes conservatism free. Quarter-end and year-end, the personal-pending pile gets a human-gated review (owner + CPA for contested items) that recovers every legitimate deduction before filing. Real-time conservatism therefore costs zero dollars — it only moves the decision to a moment when a human is actually looking.
The monthly close is the safety window. Errors corrected within the month are nearly free; errors surviving to a filed return cost an amendment; errors discovered by the IRS cost penalties. Parka's entire loop runs inside the cheapest window — and a documented correction loop is itself separateness evidence: a business that audits its own account monthly and papers every fix is behaving like a real entity, not an alter ego. The discipline doesn't just neutralize errors; it affirmatively strengthens the veil record.
What this means for adjudication scoring (synthetic months 02+)
HOLD is the cheap, safe default. The scoring weight falls on the only expensive error class:
- False-ACCEPT (personal item ruled business) — weighted heaviest; this is the unbounded-cost direction.
- Under-escalation (auto-deciding a genuinely contested item) — second heaviest; it removes the human from exactly the calls that need one.
- Over-escalation and false-HOLD — cheap noise; they cost a recoverable deduction or a human's minute, never the veil.
The bright line, stated plainly
This policy makes it structurally impossible for Parka to take an aggressive tax position: the system never invents a business classification — it only applies clear rules, or asks the owner, or routes to a licensed professional. Conservative by default, evidence-grade on promotion, human judgment exactly where judgment lives. Nothing here is a loophole; it is the same monthly-close discipline every well-staffed company already runs — which is the entire point: the tools companies already have, made available to everyone, used the way the law intends.