Are Your AI Workflows for Competitive & Market Intelligence Using the Right Foundation?

Four tests to see whether Codex, Cowork, or your own DIY AI tool can cover your full competitive intelligence workflow, or whether they’re quietly missing the announcements that matter.

Teams are quickly building market intelligence AI workflows to give their business essential external visibility. But general-purpose AI tools are not designed for the foundational elements that support these workflows: collection, evaluation, and verification. Missing a purpose built layer under your workflows can mean unreliable collection, signals get caught in too much noise, no way to verify or audit a claim, and hidden costs that pile up as your team scales usage. This short guide walks through four concrete tests you can run against your own workflow today (no DyscernAI access required) to see if you have gaps.