Automated Replenishment Reports Saved 120+ Hours Monthly Jobs in Calgary, Alberta, Canada
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Calgary, Alberta, Canada
Automated Replenishment Reports Saved 120+ Hours Monthly
About the role
EXHIBIT D
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EXHIBIT D
the receipts
Work/Automated Replenishment Reports Saved 120+ Hours Monthly
P&G Canada (Walmart Canada)
Automated Replenishment Reports Saved 120+ Hours Monthly
120+ hours saved monthly — replenishment from 3-day reviews to minutes.
Founder's track record 120+ analyst-hours saved per month
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Founder’s track record
built while at P&G Canada. The in-house operator experience Clarivant is built on.
The starting point
P&G’s eight Walmart Canada replenishment analysts each spent ~3 days a week pulling SKU-store fill-rate data from Retail Link and scanning for issues by hand. Problems surfaced Thursday or Friday — too late for the next cycle — and phantom inventory, stock sitting in the backroom rather than on the shelf, was invisible to everyone.
The method
I automated the whole extraction-to-insight pipeline: overnight Retail Link pulls, plus phantom-inventory logic that compared POS velocity against on-hand stock with thresholds tuned by category. Each analyst got a Monday-ready dashboard ranking their stores by revenue impact, and category leads got a weekly top-10 by estimated revenue across every territory.
The result
The team saved 120+ analyst-hours a month — roughly three full-time weeks redirected from wrangling to action. In-stock rose 1% across Walmart Canada (meaningful at P&G’s scale), on-time deliveries improved 5%, and analysts shifted from reactive problem-finders to proactive solvers — with the automated Monday report becoming the team’s standard rhythm.
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About Clarivant
Clarivant helps mid-market companies turn fragmented data into competitive advantage.
We combine enterprise-proven frameworks with founder-designed methods to deliver measurable ROI in months, not years. Unlike large consultancies, you get senior experts from day one—no bait-and-switch with junior teams.
WHAT WE DO
We transform disconnected spreadsheets and manual reporting into automated, trustworthy data foundations that accelerate confident decision-making.
Our solutions are built on modern data stacks (Snowflake, dbt, Fivetran) and tailored to your business—whether you're optimizing supply chains, reducing churn, improving margins, or scaling operations.
WHO WE SERVE
Mid-market companies ($100M–$1B+ revenue) in:
- E-commerce & Retail
- Manufacturing & Supply Chain
- SaaS & Technology
- Financial Services
- Consumer Goods (CPG)
We work with CFOs, COOs, and CDOs who need to prove ROI on data initiatives and make their organizations faster and smarter.
WHY CLARIVANT
✓ Founder-designed playbooks ensure rigor, speed, and accountability ✓ Global-scale expertise from companies like eBay and P&G ✓ Measurable outcomes tied to your business metrics ✓ Senior-led delivery from day one ✓ ROI in 3-6 months, not years
PROVEN RESULTS
- 606% Year 1 ROI on modern data stack migration (Cybersecurity SaaS)
- $13.8M incremental sales through marketing optimization (CPG)
- Semantic layer implementation delivering real-time insights (QSR)
Based in Monterrey, Mexico | Serving US, Mexico, LATAM, Europe