Shadow AI is already happening - outside anyone’s view
Your marketers are pasting campaign data into consumer chatbots and wiring up unofficial API keys, because the sanctioned path is too slow. Every one of those workarounds is an unmonitored channel between your ad accounts, your analytics, and a model nobody vetted - with no record of what was read, changed, or shared. Compliance can’t review what it can’t see. And the current answer, banning the tools and hoping, mostly guarantees the activity continues without a paper trail.
Every campaign change needs a defensible record
When marketing operates in a regulated business, “who changed this, when, and under whose authority” isn’t a curiosity. It’s a question you have to answer precisely, months later. Native ad-platform change histories are inconsistent, scattered across nine logins, and silent about why a change happened. The moment AI starts touching campaigns, that gap becomes an audit finding waiting to be written: an automated action with no attributable human identity behind it.
Analysts need data access; nobody wants to hand them the keys
Your analysts and agency partners need read access to Google Ads, LinkedIn, GA4 (Google’s web analytics platform), and BigQuery to do their jobs. The platforms’ native role systems are inconsistent - some barely distinguish viewer from editor - so access reviews turn into spreadsheet archaeology, and the safest available answer becomes “no access.” That sends everyone back to emailed CSV exports, which are themselves an ungoverned data channel.
B2B acquisition reporting is stitched together by hand
Your growth story runs through LinkedIn ABM programs (account-based marketing - campaigns aimed at named target companies), Google Ads on high-intent terms, GA4 behavioral data, and a BigQuery warehouse where the funnel actually gets modeled. Getting one coherent cost-per-funded-account or cost-per-qualified-lead view means manual exports and a spreadsheet only one analyst understands. By the time it reaches leadership, the quarter has moved on.
Board and regulator-grade reporting has no room for “about”
Numbers that reach the board, examiners, or investor materials have to reconcile, repeat, and trace to source. Ad-hoc spreadsheet pipelines produce figures that shift depending on who pulled them and when - and “the number changed because the export changed” is not a sentence anyone wants to say in front of an audit committee.