Business Challenge

Integrate's executive leadership team relies on pipeline reporting that standard Salesforce reports and Revenue Intelligence couldn't produce. Their Revenue Operations lead had already built a working Claude template to fill the gap, so step one was already AI-assisted. It was also identical every week: export pipeline reports from Salesforce as CSVs, upload them into a dedicated Claude chat, re-run the prompt template by hand to regenerate the visuals, and send the finished output to the team. Four manual steps, the same four steps, every week.

The cost showed up in three ways:

• Time: recurring hours spent on file wrangling instead of higher-value Revenue Operations work
• Delayed decisions: a missed Tuesday meant leadership walked into the forecast call without current data, and decisions waited
• No scalability: the process lived in one person's head and one chat window, so it couldn't be handed off or covered during an absence

Solutions & Impact

Bounteous's Salesforce Practice partnered with Integrate to design, build, and release a fully automated reporting solution, going from requirements to production release in a single week. Because the manual process was the same every week, it could be encoded once. Each of the four manual steps was replaced by a component that runs on its own:

• Salesforce: the skill queries Salesforce directly via MCP for Account, Opportunity, and Campaign data, replacing the manual export
• Custom Claude skill: the existing reports, field mappings, formulas, and layout codified into a single reusable skill, replacing the upload and the hand-run prompt
• Scheduled task in Claude Cowork: the skill runs every Tuesday morning ahead of the executive forecast call, replacing the manual regeneration
• Live dashboard: output publishes to one persistent link the team reuses each week, replacing the weekly resend

The delivered views are a Pipeline Conversion Funnel and a Pipeline Attribution and Source Mix breakdown. Bounteous also added a capability that didn't previously exist: an automated weekly executive summary. Claude compares each week's data against the prior week's snapshot and writes up what changed, including new accounts, movement, and headline numbers. That work was previously done manually on top of manual work.

Quantified impact, estimated from the manual process described rather than baselined time-tracking data:

• Roughly 45–60 minutes reclaimed every week for the Revenue Operations lead
• Four manual steps reduced to zero
• Reporting lands on time, before the call, 100% of the time, no longer dependent on someone remembering to run it
• Beyond the hours: the report is always current, always consistent, and no longer tied to one person
• The engagement has opened the door to broader conversations with Integrate on additional AI use cases beyond reporting