
Expert AI medical billing advocate that analyzes any US medical bill or EOB. Detects duplicate charges, upcoding, unbundling errors and overcharges. Explains every charge in plain English, gives step-by-step dispute guide and financial assistance options. Works for hospital, ER, doctor, pharmacy and lab bills.

Helps cleaning-business owners calculate true job costs, break-even pricing, profit margins and professional customer quotes for residential, office, clinic and commercial cleaning.

Free. Enter your income goal, costs and hours to get the hourly rate you can't go below, plus floor, target and ideal quotes — and see how to earn more without raising prices.

AI utility 課金(Claude MAX/GPT Plus/Codex/API spend 等)と 売上・価値産出 を計測し、4段階の ROI 判定(投資拡大/維持/レビュー/削減)+赤字(DEFICIT)早期検出を行います。Python標準ライブラリのみ・LLM呼び出しゼロ・月額API課金 0円増。毎月の AI 投資が見合っているか明確にしたい AI heavy user 向け。

Encoded underwriting expertise across all major U.S. policy types: auto, homeowners, health, life, business, employer-sponsored, and Medicare Advantage. Covers coverage taxonomies, exclusion patterns, gap analysis benchmarks, claim-filing pitfalls, ACA SBC requirements, No Surprises Act protections, COB birthday rule, MHPAEA parity obligations, ERISA SPD sections, and EOB denial codes. Educational only.

Your doctor hands you a blood test report. You see numbers, abbreviations, and ranges you've never heard of. You feel confused and worried. MediClear explains every value in plain English — what's normal, what's not, and exactly what to ask your doctor next.

Audits, normalizes, and levels multi-quote subcontractor bids for general contractors and estimators. Runs programmatic trade-variance calculations, detects hidden scope gaps, and generates dual-version bid leveling reports and supplier RFI drafts.

Two offers, one choice. Turns base pay, bonus, equity, commute and taxes into money, ranks offers by 4-year present value and real hourly pay, and gives you a negotiation number you can say out loud.

Price creator brand deals from your own rates, rights costs, and scope risks.