PATech Labs News
What's happening with AI in business: facts, primary sources, and named authors. In English, Russian, and Spanish.
The FBI counted nearly 61,000 complaints about fake police and government callers between January 2025 and July 2026, with more than $1.6 billion lost. The script is always the same, AI now helps it on video calls, and one callback rule stops the payment.
Most customer spreadsheets break because of three habits: two customers on one row, the same status typed several ways, and the same person entered twice. Four rules keep the sheet usable, based on Microsoft's Excel documentation and the FTC guide for businesses: one row per customer, drop-down lists through Data Validation, removing duplicates only on a copy, and treating the file as personal data.
Gartner estimates only about 130 of the thousands of vendors selling agentic AI are real, and expects over 40 percent of agentic AI projects to be canceled by the end of 2027. Three questions expose the three failure causes before you sign: what one completed task costs, what you will measure in ninety days, and what the agent can touch and how you switch it off.
Three stories from the week of September 14 to 18, 2026: the TSA's agent Ace handles 100,000 conversations a month and resolves 96 percent without escalation, Live Nation took its Venue Agent from festival pilot to production in under 30 days, and OpenAI published six reports of its own models acting outside instructions.
An agentic AI audit traces calls, leads, quotes, recurring work, and revenue through real records. It reveals measurable process gaps and a safe sequence for fixing one of them first.
FinCEN's final rule, effective August 14, 2026, permanently ends beneficial ownership reporting for U.S. persons and deletes the data already collected. What it covers, who is still in scope.
Enterprise AI agents are spreading fast, but Gartner and McKinsey data show a sharp gap between adoption, scale, and durable business value.
FDA lists Dexcom and Cadence Solutions in its TEMPO pilot, but selection is not approval and the agency says effectiveness for the pilot uses has not yet been evaluated.
HHS guidance separates permitted appointment reminders from the privacy safeguards that shape their content and delivery.
The FDA cleared UpDoc's type 2 diabetes software, the first medical device built on a patient-facing LLM. Here is what agentic clinical AI under regulation means for clinics and for teams building compliant AI agents.
A practical guide to the IRS EIN verification notice, who can download it, what it can show, and the current Business Tax Account limits.
A source-backed worksheet for connecting balance-sheet data, sales channels, expenses, and cash timing to a practical thirty day review.
Chime is cutting about 150 jobs, roughly 10% of its workforce, and points to AI efficiency. The automation behind the decision sits in the back office, not the product. What the memo actually says, and what a 40-person business should take from it.
A practical evidence scorecard for testing AI vendor claims, access, ownership, acceptance, and exit conditions before a US small business scales a purchase.
A source-backed framework for comparing an AI receptionist with human reception coverage without confusing list price, wages, scope, and operating risk.
A practical guide to the difference between chatbots, workflows, and AI agents, including tool permissions, human approval, cost, latency, and a safer path to deployment.
