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Прозрения, анализи и новини от икономиката на AI агентите. Разгледай по тег.
Pool Service Route Bookkeeping: Chemical COGS, Route Profitability, and the Seasonal Cash Flow Every Pool Company Owner Underbudgets
A pool route can look fully booked and still lose money on a third of its stops. Splitting chemical costs into their own COGS line, tracking loaded labor and per-mile drive costs, and building a seasonal cash reserve are what turn "busy" into a verifiably profitable pool service business.
Ryczałt vs. Skala Podatkowa: How Poland's Sole Proprietors Should Pick the Right Tax Regime in 2026
Poland's sole proprietors must pick between ryczałt (2–17% on revenue), skala podatkowa (12%/32% on income), and podatek liniowy (flat 19%) by February 20, 2026. This guide compares the 2026 rules — including the health contribution jump to a 100% minimum-wage assessment base — and shows which regime fits low-expense freelancers versus high-cost contractors.
New Jersey Caps the NOL Deduction at $1 Million: What Corporations Need to Know for 2026–2030
New Jersey's A5322 caps corporate net operating loss deductions at $1 million per year for privilege periods ending July 31, 2026 through July 31, 2030, with public utilities exempt, a six-year carryforward extension for disallowed losses, an estimated-tax penalty safe harbor, and an 80%-to-75% limitation phase-down through 2032.
Massachusetts Decouples from OBBBA: What R&D Expensing, Section 179, and Bonus Depreciation Changes Mean for Your Business
Massachusetts rejected four major OBBBA federal tax breaks — immediate R&D expensing, 100% bonus depreciation on qualified production property, the $2.5M Section 179 limit, and the EBITDA-based interest cap — and set a September 10, 2026 deadline to file amended 2025 state returns without interest charges.
Law Firm Trust Accounting: Why a Three-Way IOLTA Reconciliation Is Your Best Defense Against Bar Discipline
A three-way reconciliation proves the bank statement, trust ledger, and every individual client ledger agree to the penny. It is the monthly process that keeps a pooled IOLTA account compliant with ABA Model Rule 1.15 and out of bar discipline.
The IRS's First AI Rules for Tax Preparers: What Circular 230 Alert 2026-19 Means for Your Business
On June 24, 2026, the IRS Office of Professional Responsibility issued Alert 2026-19, its first guidance on AI under Circular 230. It requires human review of AI output, technological competence, secure handling of client data, written firm AI policies, and fees that reflect AI-driven time savings — here's what small business owners should ask their preparer.
Deferred Revenue for Independent Educational Consultants: Why an $8,500 College Counseling Package Isn't Income Yet
Independent educational consultants collect $4,000–$12,000 multi-year package fees long before the work happens. This guide explains why non-refundable contracts don't justify booking fees as income at signing, how to allocate revenue across service phases (e.g., 15/30/40/15), and how a two-account deferred revenue setup keeps your books honest.
Gutter Cleaning Bookkeeping: Job Costing by Route, Second-Story Pricing, and Surviving the Off-Season
Gutter cleaners charge $0.75–$2.50 per linear foot, but healthy 35–50% residential margins depend on height-tier pricing, route-level job costing, and an off-season cash reserve. A practical bookkeeping guide covering second-story multipliers, revenue per route-hour, insurance costs, and Section 179 equipment deductions.
FTC AI-Washing Crackdown: What Small Businesses Should Know Before Buying an "AI-Powered" Tool
The FTC has filed 13 "AI-washing" enforcement cases since September 2024, including a May 2026 action against marketing firms that sold small businesses a fake "AI-powered" listening tool for $930,000 in penalties — here's a vetting checklist before you buy any AI-branded product.
Stunt Performer and Freelance Entertainer Tax Deductions: Why W-2 vs. 1099 Decides Everything
W-2 performers permanently lost the deduction for unreimbursed job expenses, and the Qualified Performing Artist deduction's $16,000 AGI cap — frozen since 1986 — excludes most working artists. Self-employed stunt performers and entertainers paid on a 1099 can still deduct 100% of training, safety gear, demo reels, agent commissions, union dues, and audition mileage on Schedule C.
Float Tank Bookkeeping: How Sensory Deprivation Spas Track Utilities, Deferred Revenue, and Break-Even
Float centers combine spa-level rent, pool-level utility bills, and prepaid package liabilities — a mix generic bookkeeping hides. How to structure a chart of accounts around utilities and Epsom salt costs, treat 5-packs and memberships as deferred revenue, and model break-even on tank hours sold versus tank hours available.
Should Your Point-of-Sale App Be Your Bank? A Small-Business Guide to Embedded Finance
Embedded finance grew from a $148 billion market in 2025 to roughly $197 billion in 2026, putting bank accounts, cards, and lending inside software like Shopify, Square, and Toast. Here's how these products work, what the 2024 Synapse collapse revealed about FDIC-insurance gaps, and a practical framework for splitting money between embedded products and a traditional bank.