Case studies in operational leverage
These companies were mostly tech businesses, but the common thread is the same: messy workflows, growing complexity, and the need for systems that increased throughput without adding equivalent headcount.
Built operational systems that turned a high-touch service model into a repeatable operating model, letting each account manager handle 100+ clients instead of the usual 10-15.
- •
Automated onboarding, ad setup, and campaign launches
- •
Reduced launch time from 15 minutes to about 1 minute
- •
Increased throughput per account manager without adding headcount
Result: The business could scale service delivery profitably because the operating system carried more of the work.
Read the full story →
Built commercial operations systems that let revenue teams execute personalized outbound and onboarding at scale without waiting on engineering or adding manual effort.
- •
Designed prospecting and landing page systems that could be launched in hours, not weeks
- •
Reduced manual outbound effort from months of work to a repeatable system
- •
Improved team throughput, activation, and revenue efficiency
Result: Revenue teams moved faster, ran higher-leverage experiments, and reached prospects with less coordination overhead.
Read the full story →
Built the core operating system behind a service workflow and took it from idea to live beta users in under six weeks without creating a foundation that needed to be rebuilt later.
- •
Architected the back end end-to-end, including booking platform integrations
- •
Supported onboarding of multiple hosts with multiple listings during beta
- •
Delivered a handover-ready system that could keep running after launch
Result: The team had a production-ready coordination layer in time for a make-or-break launch, with clean handoff paths for future engineers.
Read the full story →Operational wins
Work order intake to dispatch
Capture requests, route them to the right queue, and keep ownership visible without relying on inboxes or manual forwarding.
Faster assignment, fewer dropped requests, and less office-side coordination overhead.
Completion capture to billing
Turn field completion details into clean billing triggers so invoicing does not wait on back-and-forth or missing notes.
Shorter billing cycles, fewer errors, and better cash-flow visibility.
Recurring service follow-up
Track recurring work, surface overdue follow-ups, and keep customer communication tied to the actual service schedule.
Less revenue leakage and more confidence that repeat work is actually getting scheduled.