Articles, industry benchmarks, technology deep dives and customer stories on AI-powered business automation.
Gartner analysed 432 AI customer service use cases: 25% positive ROI, 25% negative, 42% unclear, 11% break-even. Why the 42% is a measurement failure rather than a technology failure, with a worked payback calculation at three ticket volumes.
Accuracy is the #1 AI chatbot complaint in G2's analysis of 2,950+ reviews, and better models won't fix it. Why small errors compound across a support conversation, and the four-layer governance framework that keeps factual and policy errors under 1%.
Only 23% of US consumers trust GenAI with a payment. The 12 agentic commerce platforms compared on what the agent can actually do — browse, cart, authorise, settle — with published pricing, protocol support and merchant requirements.
Salesforce closed its $3.6B Fin acquisition on 10 September 2026. What changed, a renewal-timing decision tree, and 9 Fin alternatives compared on published pricing, billing unit and G2 — including when staying on Fin is the right call.
Anthropic's free commerce agent blueprint, launched September 2026 with 11 named partners — what it is, how it works, and the four open problems: repeat-run reliability, latency, measurement, and an ecosystem made entirely of parts.
Decagon publishes no rate card. Vendr's $432,750 median contract, the 66% per-conversation vs per-resolution break-even, cost at four volumes, and the contract terms to negotiate now.
A copilot drafts and a person sends; an autopilot finishes the job and escalates the exceptions. Compared across throughput, trust model, failure mode and fit — plus why a copilot's ceiling is set by the person checking it, and what that led us to do with our own product.
A personal take on the Anthropic valuation question: why a $2 trillion IPO cannot be judged with today's seat-based software framework, and how to evaluate agentic AI on the one that is arriving — with the bear case taken seriously.
The 6 best AI coding tools for 2026 — Claude Code, Codex, Cursor, Copilot, Antigravity and CodeRabbit compared on verified prices, real G2 scores and SOC 2 status, with the billing unit normalised and a worked cost example for 10 developers.
