A proven, immutable piece of information derived directly from tracking the absolute path of data through a system, bypassing assumptions or manual user inputs.

Used by data engineers to shut down marketing teams in meetings by claiming their database logs represent ultimate cosmic truth compared to Google Analytics dashboards.

• Truth Monopolization: Adding "fact" to basic server logs to claim absolute authority in an argument.
• Over-Engineered Label: Calling a database timestamp a "data-flow fact."
• House-Cleaning Reality Check: Like looking at a wet mop, confirming the floor was cleaned, and declaring a "sanitation data-flow fact."

Real Housewives of Atlanta (Season 9): Porsha Williams pulls a massive folder of printed text messages out of her purse at the reunion, bypassing gossip to establish an irrefutable data-flow fact regarding who said what.

A verified fact pulled directly from raw server logs.

“We base our infrastructure planning strictly on data-flow fact rather than user projections.”

“We know exactly how many people clicked the button because we checked the direct database logs.”