Operational Reality
D2C teams are drowning in fragmented operational workflows.
Dashboards don't answer questions. Analysts create bottlenecks. Generic tools forget context and produce inconsistent outputs, so teams rebuild the same operational analysis every single day.
Dashboards show data. They don’t execute operational thinking.
3 sources · 3 definitions · 0 agreement
Teams still export data, reconcile definitions, clean spreadsheets, and interpret performance manually.
Analyst queues slow down every operational decision.
3 requests · analyst at capacity
ROAS by creative segment : Q3
4h ago
Top performing audience cohort
2d ago
LTV by acquisition channel
1w ago
Campaign analysis becomes requests, prioritization, revisions, and delays while operators wait for answers they needed hours ago.
AI tools made analysis easier & not trustworthy.
Same question · 3 sessions · 3 answers
Session 1
"Your blended ROAS is 3.2x."
Session 2
"ROAS is approximately 2.9x."
Session 3
"I don't have access to your campaign data."
Generic tools forget business context, change outputs, require repeated prompting, and produce inconsistent operational answers.
THE REAL PROBLEM
D2C teams don't need more answers.
They need answers they can trust repeatedly.