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.
Salesforce's Bet: CRM Context as the Moat Around AI Agents
Salesforce just declared that the AI agent war won't be won by the best model, it'll be won by whoever owns the richest customer context. With Agentforce already at $1.5B ARR and a new governance layer that spans third-party agents, they're betting 25 years of CRM data is the moat competitors can't cross.
When Your SEO Plugin Phones Home Without Asking
A popular SEO plugin just started creating admin-level credentials and sending them to external servers, before you even see a consent checkbox. If you're running Rank Math, you've got a governance problem that didn't exist last week.
When Data Breaks, Revenue Follows: What Monte Carlo Case Studies Reveal About the ROI of Observability
JetBlue couldn't see their data problem until someone downstream complained. With 90% of data incidents detected by consumers rather than monitoring, the real question isn't whether observability delivers ROI, it's whether you can afford not knowing when your data breaks.
AI Is Building Your Digital Experience. It's Also Making It Less Human.
When everything looks polished, does anything feel memorable? I've been watching AI-generated content flood my feed, and the question isn't whether it's real, it's whether your brand has anything distinctive left to say when the machines are done optimizing.
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.
Activating First-Party Data Across the B2B Journey
Eighty percent of B2B deals are won before first contact, yet most organizations can't activate their first-party data when it matters. Here's how to build the activation architecture that influences buying committees across 272-day journeys.
Synthetic Research Is a Promise With a Catch – And the Catch Is Governance
The synthetic research market is exploding toward $4.6 billion by 2032, promising instant insights and compressed timelines. But speed without validation is just expensive guessing – and the governance frameworks to use these tools responsibly are what separate strategy from risk.