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Technology
Technology solutions and tools for modern financial management
Could Your AI Content Land Your Business in Court? Copyright, Hallucinations, and Disclosure Traps
AI content risks in 2026: copyright suits against AI trainers, hallucinated citations sanctioned by courts, and securities claims for overpromising AI.
ISO Generative AI Exclusions Start Jan 1, 2026: What CG 40 47 Means for Your CGL Policy
Verisk/ISO CG 40 47, CG 40 48, CG 35 08 exclude generative AI losses from CGL from Jan 1 2026 — what is excluded and how to close the gap.
Cloudflare's Pay Per Crawl Deadline: What Small Business Website Owners Need to Know Before September 15, 2026
Starting September 15, 2026, Cloudflare will block mixed-use AI crawlers by default on ad-carrying pages for free-tier and new accounts, part of a broader shift from Pay Per Crawl to a Pay Per Use monetization model that lets site owners charge AI companies when content actually creates value.
The MSP Chart of Accounts: Separating Recurring, Resale, and Project Revenue
A managed service provider chart of accounts should split recurring MRR, hardware resale, and project/T&M into separate revenue and COGS lines, since blended margins of ~42% can hide 58% recurring services next to 8% hardware resale.
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.
Meta Q2 2026 Earnings: Revenue Grew 28%, but Profit Fell for the First Time in the AI Era
Meta Platforms' Q2 2026 revenue grew 28% to $60.8 billion but net income fell 14% to $15.8 billion — the first year-over-year profit decline of its AI-capex era — as total costs rose 55%, operating margin dropped from 43% to 31%, and capital expenditures nearly doubled to $31.1 billion.
AI Chatbot Disclosure Laws by State: What Small Businesses Must Know in 2026
By mid-2026, roughly a dozen states — including Colorado, California, New York, Oregon, and Washington — regulate AI chatbots, with penalties from $1,000 per occurrence under Colorado's HB 26-1263 to $10,000 under California's proposed AB 1609. Here is which laws cover ordinary business support bots, which target companion apps only, and the low-cost disclosure steps that satisfy most of them.
Section 174 R&D Capitalization in 2026: Why Small Businesses Must Amortize Research Costs Over 5 Years and How OBBBA's Retroactive Fix Changes the Math
Since 2022 research costs must be capitalized over 5 years — software included — midpoint in year one. Track domestic vs foreign, build the amortization schedule, and be ready for OBBBA's retroactive expensing.
Agentic Commerce for Small Retailers: How to Get Your Store Recommended by AI Shopping Agents
AI-driven traffic to US retail sites rose 393% year over year in Q1 2026, and AI-referred shoppers now convert 42% better than other visitors. A practical guide for small retailers on structured product data, the ACP and UCP protocols, llms.txt, detecting AI agent traffic in server logs, and tracking agent-referred revenue by channel.
AI Customer Service Chatbot ROI: A Small Business Guide to the Real Numbers
Vendors advertise $3.50-$8 returned per $1 spent on AI customer service with a 3-6 month payback, but real total cost of ownership often runs 30-60% above the advertised subscription once overage charges, integration, and tuning time are counted.
AI Phone Agents for Small Businesses in 2026: Costs, Failure Modes, and a Rollout Plan
Small businesses lose over $126,000 a year to missed calls, and 62% of incoming calls go unanswered. AI phone agents now answer, qualify, and book those calls for $99–$299/month — a 93–95% discount versus a $53,700 in-house receptionist. Here's what they cost in 2026, where they fail, and how to roll one out starting with overflow calls.
Maryland and Washington Now Tax B2B Tech Services: What Sellers Owe in 2026
Maryland's 3% tech-services tax (effective July 1, 2025) and Washington's ESSB 5814 (effective October 1, 2025) made IT consulting, custom software, data processing, and digital advertising taxable — even for out-of-state sellers past economic nexus thresholds. Here's what's taxable, the contract-renewal trap, and a compliance checklist.