Operations pods cut a mid-market company's manual reporting hours by over 80%
A growing mid-market business was drowning in manual data work across its supply chain and reporting. Richburg Consulting stepped in with a Tactical Operations Pod that automated the workflow in a three-month engagement, then transitioned the client into a long-term data partnership on the Analytics & Attribution Pod.
The challenge
The company had a bottleneck in its internal supply chain and data reporting.
Manual data entry to track inventory, reconcile shipping discrepancies, and generate daily performance reports was overwhelming the team.
They needed the output of an experienced operations analyst and an automation engineer — but didn’t have the time, budget, or bandwidth to recruit, hire, and onboard full-time W-2 staff for those roles.
THE SOLUTION -Three-month engagement:
A Tactical Operations Pod ($7,500/mo)
Leadership engaged a Tactical Operations Pod to step in immediately and take over the function. The pod paired a dedicated ops strategist — to map and optimize the core workflow — with an automation engineer and an ops analyst to execute the technical build.
- Month 1 (audit & strategy):
mapped existing data flows, identified manual friction points, and designed an automated pipeline on the company’s existing tech stack.
- Month 2 (build & deploy):
the automation engineer built direct database integrations and automated data transformations, eliminating manual spreadsheet stitching, while the ops analyst designed real-time visibility metrics.
- Month 3 (handoff & stabilization):
documented standard operating procedures and transitioned internal team members to manage routine execution.
Scaling into a long-term partnership.
After the tactical engagement, the business committed to a three-year contract on the Analytics & Attribution Pod ($4,500/mo baseline), securing a significant multiyear discount to unify its data and model what’s actually driving revenue.
The outcome
Replace a marketing role, or a whole team
Immediate capability
Immediate capability: specialized operational and senior analytical talent on day one, with no recruitment delay.
Efficiency
Efficiency: manual reporting hours reduced by over 80%, freeing the team to focus on growth.
Structured investment:
Structured investment: a short-term tactical retainer evolved into a cost-effective, multiyear data architecture partnership.
Where this fits
This is what the fractional pods are built for — senior operations and analytics capacity without full-time hires, scoped to the gap and scalable over time.
FAQs
Yes. In this engagement, a Tactical Operations Pod took over a manual fulfillment-and-reporting workflow, automated it in three months, and cut manual reporting hours by over 80%, then handed routine execution back to the internal team.
Immediately — a pod provides senior operational and analytical talent on day one with no recruitment delay, and delivered a working automated pipeline within a three-month engagement here.
The Tactical Operations Pod ($7,500/mo) steps in to run and automate an operations function fast. The Analytics & Attribution Pod ($4,500/mo baseline) is a longer-term data partnership that unifies data and models what's driving revenue. This client moved from the first into the second.