Demand Forecasting & Replenishment
We model sales history, seasonality and promotions per SKU-location, then generate purchase recommendations you can override with the reason recorded.
Scope of the build
Fixed scope, fixed timeline, 100% U.S.-based senior engineers on Eastern-time hours.
- SKU-location demand forecasting
- Seasonality and promotion effects
- Safety stock and reorder point calculation
- Purchase order recommendations with lead times
- Overstock and dead-stock reporting
- Forecast accuracy tracking
What you get
Fewer stockouts
Reorders triggered before the shelf empties.
Less dead stock
Overbuy patterns visible by category.
Cash discipline
Buys constrained to an open-to-buy budget.
Where this fits
- → Multi-store retail
- → E-commerce brands
- → Distributors
- → Seasonal goods
From signature to production
The same delivery rhythm on every engagement. You always know what shipped last week and what ships next.
- Week 0
Scope lock
Two working sessions with your team. We write the spec, the acceptance criteria, and the integration list, then fix the price against it.
- Weeks 1-2
Spine first
Data model, auth, environments, CI, and the riskiest integration go in before any screen is polished. You see it running in staging.
- Mid-build
Weekly demo
Working software every Friday, on your staging environment. Scope changes get priced in the same call, never discovered at the end.
- Go-live
Handover that holds
Runbooks, monitoring, test suite, and a recorded walkthrough for your engineers. You own the repo and the accounts from day one.
Before you book a call
Straight answers on price, timeline, ownership, and who writes the code. If your question is not here, ask it on the call — we answer it the same way.
Scope demand forecasting & replenishment →What does demand forecasting & replenishment cost?
From $50,000. The price is fixed against a written scope after a two-session discovery, so the number you approve is the number you pay. Typical delivery runs 6–10 weeks.
How long does it take to go live?
6–10 weeks from scope lock to production for the scope listed on this page. You see working software in your staging environment every week, starting in week two.
What does it integrate with?
Out of the box we wire Shopify / NetSuite, Snowflake, dbt and Power BI. Anything with an API or a file drop can be added during scope lock.
Who actually builds it?
Senior U.S.-based engineers on Eastern-time hours. No offshore handoff, no rotating junior bench. The people on your kickoff call are the people writing the code.
Do we own the code?
Yes. Your repo, your cloud accounts, your data — from the first commit. We hand over runbooks, tests, monitoring, and a recorded walkthrough so your team can take it forward without us.
Can this start smaller than the full scope?
Usually. We can carve a first slice that proves the hardest part of demand forecasting & replenishment in a few weeks, then sequence the rest once it is running in production.
Related case studies
- Playertrader Store Case Study Case Study Case StudyPlayerTrader, a fast-growing digital sports ecosystem, sought to expand its platform with an integrated merchandising solution that allowed fans to.
- Trademark Waste Solutions Case StudyTrademark Waste Solutions (TMW) supports commercial, industrial, and multifamily clients by reviewing hauler invoices, validating service accuracy.
Buying for retail & e-commerce? These usually ship together.
More Retail & E-commerce solutions
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Tell us what you're building — engineering capacity, AI, QA, cloud, or a fixed-scope software engagement. Our NYC team responds within one business day.
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