38% · data ingestion with no consumption
Data Cloud that delivers no ROI
Data Cloud is billed by consumption. Every source ingested, every transformation and every recalculated segment spends credits, whether or not anyone uses the result.
The pattern we found: broad ingestion “to have the data”, few Calculated Insights tied to a decision and no activation measured against revenue. The cost is monthly and certain. The return is hypothetical.
What F7 delivers
Data lineage all the way to the decision: what comes in, who consumes it and what can stop being ingested as early as the next cycle.
33% · redundant integrations + rework without API contracts
Clouds that don’t talk
Sales, Service and Marketing Cloud rolled out at different times, by different partners, each with its own point-to-point integration.
The same customer lives in three records. The marketing journey doesn’t know about the open case. Every change breaks something nobody documented, and the fix turns into more hours.
What F7 delivers
Integration contracts read from the real environment: endpoints, payloads, dependencies and the owner of each end. The redundant integration goes. The one that stays gets a contract.
29% · idle licenses + orphaned assets
Expensive licenses with no return
Renewal comes and the number goes up. Nobody can say which licenses are in use, which features were paid for and never turned on, and which flows and journeys keep running with no owner.
Nobody cuts, because nobody has evidence to cut. The license isn’t expensive because the product is bad. It’s expensive because it’s paid for and isn’t deciding anything.
What F7 delivers
An inventory of the environment as it actually exists, with measured usage. You walk into the renewal with data, not estimates.