Articles, industry benchmarks, technology deep dives and customer stories on AI-powered business automation.
The hardest part of deploying AI is proving it works — yet in our own unpublished count, roughly 90% of vendors offered no real evaluation, or only a coarse "success" metric. What evaluable AI is, the two ways to measure it, why intent-gap scoring falls short, and how to hold AI to your agents' standard.
A buyer guide to the leading agentic AI platforms — Aissist, Intercom Fin, Zendesk, Decagon, Sierra, Ada, Fini, eesel AI and My AskAI — compared on capability, cost, and best fit.
Push an AI agent to resolve more and CSAT often falls — but only when resolution is bought through deflection. Why the tradeoff happens, why it's partly a measurement illusion, and how to break it.
Overlay vs. platform — add AI to your existing helpdesk (including Kustomer) versus adopting a full CRM-first platform. Compared across capability, cost, deployment, and fit.
Overlay vs. platform — add AI to the helpdesk you already run (including Freshdesk) versus Freshworks' built-in Freddy AI. Compared across capability, cost, languages, security, and fit.
A head-to-head comparison across capability, architecture, cost, independence, and performance — and how to choose.
A head-to-head comparison across capability, architecture, cost, independence, and performance — and how to choose.
A mid-market vs. enterprise comparison across capability, cost, transparency, speed, and performance — and how to choose.
An SMB-ready vs. enterprise-scale comparison across capability, cost, transparency, speed, and performance — and how to choose.
A self-serve SMB vs. enterprise incumbent comparison across capability, cost, transparency, speed, and performance — and how to choose.
Two transparent, per-resolution challengers compared across capability, cost, compliance, self-improvement, speed, and performance — and how to choose.
eesel is for FAQ deflection and simplicity; aissist is for end-to-end automation. Compared across capability, cost, knowledge, simulation, speed, and performance.
Depth vs. budget — My AskAI is the cheapest for simple deflection; aissist offers multi-agent depth, complex end-to-end resolution, and pay-for-outcomes pricing.
Every vendor claims reliability and none measures it the same way. The four-level severity scale (S0–S3), the denominator that makes an error rate comparable, and the five questions to ask before you sign.
What Fin, Sierra, Decagon, Ada, Zendesk, Agentforce and 12 more actually charge — normalized to effective cost per resolved conversation, with every figure tagged published, reported, or estimated.
The three meters of AI support pricing — per AI interaction, per session, per resolution — normalized to one number: effective cost per resolved issue, with a live converter.
Vendor marketing claims held side-by-side against independently verified resolution, CSAT, and cost results across six major verticals.
Resolution rate (not deflection), CSAT, and cost per resolution across 15 ecommerce & DTC deployments — Casper, Wilson, The Ridge, ReserveBar and aissist.io customers GrabAGun, Pelsbarn and SMT Group.
The 20 largest eSIM brands across 377,827 Trustpilot reviews: score trends, invited-review skew, support and AI presence, and what drives 1–2★ reviews.
AI resolution rate (not deflection), CSAT, and cost per resolution across 7 named B2B SaaS deployments — plus the B2B rows nobody publishes: escalation to a named owner, account context, and first response against SLA.
Resolution rate, CSAT, and cost per resolution across 9 consumer fintech deployments — payments, trading, crypto, lending, and digital banking.
Resolution rate, CSAT, and cost per resolution across 10 connected-device deployments — wearables and smart home.
