Not testimonials — operating records. See the exact workflows teams automated, the decisions they made, and the impact they measured.
23 AI tools discovered. 9 ungoverned.
Linked workflows to pipeline lift.
One playbook scaled to 140 reps.
23 AI tools discovered across the org. 9 unsanctioned with customer PII flowing through personal accounts. Three enterprise licenses sat at under 8% utilization. No visibility into what was critical vs. redundant.
Mapped 14,200 AI-mediated interactions across engineering, sales, support, and ops. Exposed 9 ungoverned tools with customer data flowing through personal accounts.
Ranked tools by utilization and risk. Identified 3 enterprise licenses under 8% adoption and flagged 2 tools routing PII through personal accounts.
Consolidated to 14 governed tools. Deployed automated discovery to catch new shadow AI within 24 hours. Rolled governance policies across all 6 departments.
CX leadership knew AI was "working" but couldn't tell which workflows drove revenue and which eroded quality. Budget decisions were based on vendor dashboards, not business outcomes.
Connected 4,800 AI-assisted CX interactions to Salesforce pipeline data. Surfaced which workflows touched revenue vs. which ran unmonitored.
Two workflows drove 89% of pipeline lift. One auto-response bot was actively degrading CSAT by 6 points. Recommended decommission.
Doubled down on top-performing workflows. Decommissioned 2 value-negative bots. Rolled optimized CX playbook to 3 support regions.
RevOps had 140+ reps using AI ad hoc. One had built a renewal outreach workflow saving 110× more time than peers. Leadership had no way to extract or replicate it.
Mapped 18,400 AI-mediated workflows across NA, EMEA, and APAC. One rep's renewal pattern saved 4,200 hrs/quarter. Team average: 38 hrs.
Identified the top performer's workflow as the highest-leverage pattern. Connected it to $2.8M in influenced pipeline. Prioritized for agent extraction.
Extracted the workflow via MCP connector. Deployed a governed renewal outreach agent. Rolled out to 140 reps across 3 regions in 72 hours.