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Applied AI·August 7, 2026·1 min read

After Rippling blew millions on AI in months, it built an employee ROI tool

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When a company with deep telemetry “accidentally” spends millions on AI usage, assume your org is already leaking value through unmanaged prompts and tools. If you’re rolling out AI broadly, you now need FinOps-style controls and per-employee ROI tracking as first-class product requirements, not a later add-on.

Applied AI

WhatsApp scam costs Hong Kong man $1.27 million after criminals used AI voice notes to impersonate his father — experts say secret codewords are the best way to stay safe

Voice is no longer an authentication factor when $1.27 million can move on the back of a cloned WhatsApp note. If you run any high-value workflows over consumer messaging — family offices, VIP client services, internal approvals — you need out-of-band codewords and hard limits this week, not just awareness training.