Articles, industry benchmarks, technology deep dives and customer stories on AI-powered business automation.
Ten AI SDR and AI sales agent tools, split into outbound SDR agents and inbound sales agents and ranked separately. Compared on data source, CRM write-back, pricing metric and whether each published performance claim has a denominator. Seven of the ten don't, and independent data puts cold email replies at 0.45% of 7.5 million emails sent in 2025.
Eleven AI agent orchestration frameworks scored out of 30 on the questions their docs bury: durable execution, replay on failure without re-billing completed model calls, human-in-the-loop interrupts that survive a restart, per-step cost accounting, and licence. Only three give you per-step token accounting from the open-source package with no vendor platform in the path. Includes a worked monthly cost model and the corrected AutoGen maintenance-mode timeline.
Eight client onboarding and implementation platforms compared on price, integrations, and the thing their marketing skips: whether onboarding status is readable by anyone outside the onboarding team. Five of the eight write status onto a CRM record, only three of those also name a helpdesk integration, and the read path is routinely sold one tier above the price you were quoted. Includes a 12-seat cost model at published rates.
Ten shipping protection apps graded on what their marketing skips: who funds the claim, who underwrites it, and who answers the ticket after it pays. Six of the ten name no insurance carrier at all, state regulators have questioned the self-funded model, and only two publish an API that tells a support agent where the replacement is. Includes the break-even claim rate for self-funding.
Gartner counts roughly 130 genuinely agentic vendors among the thousands claiming it. Five tests — resolution denominator, named action, model-failure behaviour, price of a failure, per-decision audit trail — each with a verbatim question and a passing and failing answer, applied to seven AI support agents from their own live pages. Aissist.io fails the first one.
Compare the 6 best Gorgias alternatives for 2026 — real G2 ratings, verified pricing, cheaper picks vs ticket-based cost and Zipchat AI for adding automation without a migration, and the Gorgias vs Zendesk decision.
Salesforce closed on Fin on 10 September and Microsoft shipped a Salesforce migration tool the day before. Lock-in is measurable on five dimensions — export format, deployment host, workflow portability, model dependency and contract shape — scored here across seven AI support agents, Aissist.io included, from their own live documentation.
Gartner predicts 50% of companies that cut service headcount for AI will rehire by 2027, under different job titles. The four roles that own resolution after automation — agent engineer, escalation specialist, evaluation lead, resolution owner — what each is measured on, and who they report to.
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.
