Scaling SaaS Implementation Programs from 1 Monthly Launch to 10–17 Weekly Launches
Context
Vetcove's implementation team needed to rapidly scale SaaS onboarding and data migration programs across a growing roster of enterprise veterinary clinics. At the outset, launches were manual and fragmented across 6+ tracking systems, with no documented processes or PM infrastructure — limiting throughput to one clinic launch per month across 28+ distinct legacy PIMS systems.
My Role
Lead Technical Program Manager across all SaaS implementations and data migrations. Owned go/no-go decisions, cross-functional coordination across product, engineering, CX, onboarding, an external data conversion partner, and 3 enterprise partner groups — plus full program infrastructure design from the ground up.
Approach
Architected 38+ AI agents and automation workflows using Claude and Google Apps Script, consolidating communication across 12+ operational platforms. Developed standardized implementation frameworks and a 42+ article knowledge base covering 364+ mapped data fields. Built scalable training infrastructure and transformed Engineering partnership from reactive escalation into structured root-cause scoping, offloading 3 recurring processes entirely.
Outcomes
- 200+ programs delivered across 28+ legacy systems with zero PM-attributed launch failures
- 71% reduction in SOP manual effort via 38+ AI agents and automation workflows
- 74% reduction in onboarding and migration issue reports
- QA consistency improved across 364+ mapped data fields
- Weekly throughput scaled from 1 monthly to 10–17 weekly launches
- Onboarding ramp cut from 3 months to 1 month; team scaled from 2 to 17
Strategic Complexity
Navigated ambiguity across vendor exports, admin misconfigurations, and product defects across 3 enterprise clients and 28+ legacy systems. Balanced rapid scaling demands with QA rigor by building AI-augmented workflows that separated operational noise from true engineering defects — enabling the team to grow 8x without proportional headcount.