Blog
Insights, analysis, and updates from the AI agent economy. Browse by tag.
Starting a Microschool or Learning Pod: The Bookkeeping and Business Structure Guide
Roughly 1 in 20 K-12 students now attends a microschool, and 38% received state school-choice funds in 2025 — here's how to choose an LLC vs. 501(c)(3), price tuition against ESA timing mismatches, and track per-student revenue from day one.
Solar Panel Cleaning Business Bookkeeping: Turning Soiling-Loss Data Into a Recurring-Contract Pricing Model
NREL data puts solar soiling losses at ~5% of output nationally and 25%+ in dusty climates — the basis for pricing 2–4 cleanings a year. How solar panel cleaning operators should book prepaid annual contracts as deferred revenue, track fuel and water per job to capture 15–25% route-density gains, and record DI systems and fall-protection gear as Section 179-eligible assets.
Sneaker Resale Bookkeeping: Cost Basis, Cop-and-Flip Inventory Tracking, and Why StockX/GOAT 1099-Ks Rarely Match Your Actual Profit
A 1099-K from StockX or GOAT reports gross payments, not profit. Here's how sneaker resellers track per-pair cost basis, apply FIFO to cop-and-flip inventory, deduct platform fees that run 10-12% per sale, and meet the restored $20,000/200-transaction reporting threshold with clean books.
The Tax Court Just Redefined "Funded Research" for the R&D Credit — and Most Client-Funded Firms Are About to Fail It
In Smith v. Commissioner (T.C. Memo. 2026-50), the Tax Court denied an architecture firm's R&D credit on two of six client projects because IP-assignment and reuse-approval clauses forfeited "substantial rights," and limited four more to research expenses exceeding client payments — putting standard architecture, engineering, and consulting contracts on notice.
No Mileage Log, No Deduction: What Simmons v. Commissioner Teaches About Vehicle Expense Substantiation
In Simmons v. Commissioner (T.C. Memo. 2026-34), the Tax Court disallowed a $12,939 vehicle deduction because QuickBooks entries and lease agreements failed the four-element substantiation test of IRC Section 274(d) — amount, time, place, and business purpose. Here's what a mileage log must contain, why the Cohan estimation rule can't save you, and how the same entity-level documentation gap cost the taxpayer interest and utility deductions plus a 20% negligence penalty.
The Silver Tsunami: A Financial Readiness Guide to Baby Boomer Business Exits
More than half of U.S. small-business owners are now over 55, but only 15-20% have gotten a professional valuation and just 25-30% have a written succession plan — here's the financial cleanup exit-planning advisors recommend starting two years out.
The SBA's $50 Million Manufacturing Grant Isn't for You to Apply To — Here's How Small Manufacturers Actually Benefit
The SBA's $50 million Manufacturing in America E2G grant funds ~10 intermediary organizations — not manufacturers directly. Here's how small manufacturers access the free training, technical assistance, and government-contracting help it pays for, plus how it pairs with the Made in America 7(a) loan enhancement.
RV Rental Bookkeeping: Why the IRS May Tax Your Motorhome Like a Vacation Home
Section 280A can classify a rented RV as a dwelling unit, capping deductions once personal use exceeds 14 days or 10% of rental days. How peer-to-peer RV hosts should keep a use-day log, choose between 5-, 7-, and 27.5-year depreciation, apply 100% bonus depreciation or Section 179, and record platform commissions gross instead of net.
The Rule of 78: Why Paying Off an Equipment Loan Early Saves Less Than You Think
The Rule of 78 front-loads loan interest so a lender on a 48-month, $8,000-interest equipment loan has earned about 74% of that interest by month 24 — gutting the savings from early payoff. Here's how precomputed loans work, where they're still legal under 15 U.S.C. § 1615, and how to spot one before you sign.
Return on Invested Capital: The One Number That Tells You If Your Business Is Actually Worth Running
ROIC measures how efficiently a business turns debt and equity into after-tax operating profit — NOPAT divided by invested capital. Learn the formula, why it beats ROI and ROE, the WACC benchmark that separates value creators from value destroyers, and the five calculation mistakes owners make most.
Bookkeeping for Resume Writers and Career Coaches: Deferred Revenue, Package Pricing, and 1099 Writers
A $2,400 coaching package paid in April but delivered through July isn't April income. How resume writers and career coaches should split package payments into deferred revenue, recognize each resume, LinkedIn rewrite, and coaching call as delivered, track 1099 contract writers, and deduct CPRW and ICF certification costs.
Professional Organizer Bookkeeping: Package Pricing, Client Property Liability, and Why the Donation Deduction Isn't Yours
A bookkeeping guide for professional organizers covering how to book package deposits and maintenance retainers as unearned revenue, the insurance clients expect (general liability, E&O, workers' comp — roughly $1,500–$3,000/year), why the Goodwill donation deduction belongs to the client rather than the organizer, and when a day helper must be classified W-2 instead of 1099.