Salesforce integration consulting in the San Francisco Bay Area.

Not necessarily. If your warehouse already holds clean, modeled customer data, Data 360 (formerly Data Cloud) can connect to it without copying everything, or a simpler reverse sync can push a handful of fields into Salesforce. Data 360 earns its place when you need identity resolution across sources, real-time segments or grounding for Agentforce. Which one fits depends on data volume and on whether your data team or ours will own the pipelines.

In summaries, not raw events. Most account teams need current consumption against commitment, the trend over recent periods and overage status. We calculate those in the billing or analytics layer and write them to the account or contract on a schedule, with Revenue Cloud handling quotes and amendments when usage tiers change. Raw events stay where they are cheap to store and query.

Yes, and for Bay Area software companies that is the normal arrangement. Your engineers often own the product APIs and data pipelines, while we design the Salesforce side, the data contracts and the error handling. We agree on interfaces in writing, share test data early and review each other's changes where that helps. Because we start earlier in the day, your engineers often find finished work waiting for review.