DataWorks

B2B Marketing Data, Attribution & Analytics

Without visibility, you're flying blind. Without correlation, you're guessing.

Most marketing teams are rich in dashboards and poor in answers. DataWorks covers attribution, measurement infrastructure, and the intelligence layer that makes every other marketing investment legible.

Without visibility you are flying blind; without correlation you are guessing — this section is about replacing both with evidence.

The 15% AI Budget That 70% of CMOs Aren't Ready to Spend

Seventy percent of CMOs say AI leadership is critical for 2026, yet the same percentage admits they're not ready to scale AI effectively. We're pouring 15.3% of budgets into AI while lacking the foundations to make it work, like buying a Ferrari before learning to drive stick.

Jonathan

Your Attribution Dashboard Is Lying to You by About 24 Points

Most marketing teams trust their attribution reports like pilots trust altimeters, but the gap between what your dashboard claims and what actually happened is large enough to blow your CAC payback model. The 24-point delta between attributed conversions and incremental lift isn't just a measurement curiosity—it's a capital allocation problem that's systematically distorting your budget decisions.

Sloane