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Automation Strategy

What a Real AI Automation Demo Should Prove Before You Buy

We shipped an invoice extractor that was wrong on 37 of 40 invoices and still looked perfect. Here is what that teaches you about judging any AI demo.

AI Agents

WhatsApp AI Agents: From Customer Message to Business Workflow

An incoming message should start a workflow, not just earn a reply. How to design classification, routing, handoff rules and metrics that reflect the business.

Automation ROI

How to Estimate Automation ROI Before You Build Anything

Count the repetitions, price the delay, then subtract what being wrong costs and how long it would take you to find out. A framework you can apply in an afternoon.