buffers.ai
buffers.ai automates demand forecasting, purchase planning, and inventory replenishment for retail and manufacturing enterprises.
What buffers.ai is
buffers.ai automates demand forecasting, purchase planning, and inventory replenishment for retail and manufacturing enterprises. Its forecasting process backtests TimesFM, LightGBM, Prophet, Exponential Smoothing, and Moving Average over a rolling six-month window, then selects a champion model for each SKU. Buy Plan turns a buying budget into a 12-month category-and-month purchasing plan in units and dollars, including when sales history is absent. Replenishment recalculates each product’s target stock at each store daily and supports assortment, launches, promotions, and allocation across online, store, and wholesale channels. The minimum input is daily SKU sales data with date, identifier, and units sold; CSV or XLSX uploads can be used for a benchmark without ERP work. Production integrations use recurring batch feeds configured for the customer’s systems; the maker does not publish named pre-built ERP or POS connectors. Replenishment requires at least five stores.
Good
- Selects a forecasting model per SKU after backtesting.
- Buy Plan can work without sales history.
- Replenishment recalculates target stock daily for each store.
- CSV or XLSX can be used for a benchmark.
Watch out
- Replenishment requires at least five stores.
- No named pre-built ERP or POS connectors are published.
- A one-time setup fee may apply.
Who it suits
buffers.ai is aimed at retail and manufacturing enterprises, including replenishment, allocation, and merchandising teams serving store chains from a central warehouse, as well as store managers.
Verdict
buffers.ai covers forecasting, purchasing, and daily replenishment across products and stores. Teams should confirm integration needs and account for the five-store minimum and any setup fee.
Plans and prices
From buffers.ai's own pricing page, checked 7 Oct 2026.
| Plan | Price | What it gives you |
|---|---|---|
| Replenishment — stores 61+ | $25 a month | Per store · Marginal rate for stores 61+ · $25/store/mo |
| Replenishment — stores 31–60 | $75 a month | Per store · Marginal rate for stores 31–60 · $75/store/mo |
| Replenishment — stores 11–30 | $125 a month | Per store · Marginal rate for stores 11–30 · $125/store/mo |
| Replenishment — stores 1–10 | $175 a month | Per store · Replenishment module · 5-store minimum · $175/store/mo |
| Purchasing — up to 1,000 SKUs | $2,000 a month | Flat monthly fee · Up to 1,000 active central-warehouse SKUs · $2,000/mo |
| Purchasing — up to 6,000 SKUs | $3,000 a month | Flat monthly fee · Up to 6,000 active central-warehouse SKUs · $3,000/mo |
| Implementation/setup | $5,000, paid once | May apply · Amount depends on rollout scope · $5,000–$30,000 one-time, depending on rollout scope |
| Purchasing — more than 6,000 SKUs | $10,000 a month | Flat monthly fee · More than 6,000 active central-warehouse SKUs · $10,000/mo |
The facts
Each one read from buffers.ai's own pages, with the date it was checked.
Money
- Buy Plan
- Buy Plan creates a 12-month category-and-month purchasing plan in units and dollars from a buying budget, including when there is no sales history.checked 7 Oct 2026
What it does
- Certifications
- The security page says certifications, data residency, retention, and sub-processor details are scoped per deployment and can be requested; it does not publish a certification claim there.checked 7 Oct 2026
- Forecasting
- Forecasting backtests TimesFM, LightGBM, Prophet, Exponential Smoothing, and Moving Average over a rolling six-month window and selects a champion model per SKU.checked 7 Oct 2026
- Input data
- The minimum input is one row per SKU per day with date, SKU identifier, and units sold; CSV or XLSX uploads can be used for a benchmark without ERP work.checked 7 Oct 2026
- Integrations
- Production integrations use recurring batch feeds configured for the customer’s stack; FTP-based ERP exchange has been used, and the maker publishes no list of named pre-built ERP or POS connectors.checked 7 Oct 2026
- Pricing limits
- Replenishment requires at least five stores, annual billing is discounted 15% versus monthly, and a one-time setup fee may apply.checked 7 Oct 2026
- Product
- buffers.ai automates demand forecasting, purchase planning, and inventory replenishment for retail and manufacturing enterprises.checked 7 Oct 2026
- Replenishment
- Replenishment recalculates each product’s target stock at each store daily and supports assortment, launches, promotions, and online, store, and wholesale allocation.checked 7 Oct 2026
- Security
- The site says its service and benchmark upload flow use HTTPS/TLS, and benchmark sample data is used only for the benchmark and accessible to buffers.ai and authorized users.checked 7 Oct 2026
- Support
- The maker describes personal support via WhatsApp without a ticket queue and says the same people who integrate a client’s system support it afterward.checked 7 Oct 2026
- Target users
- Replenishment is designed for replenishment, allocation, and merchandising teams shipping from a central warehouse to store chains, as well as store managers.checked 7 Oct 2026
The company
- Company history
- The maker says buffers.ai began as a consulting practice in 2015 and names Pini Usha as its founder.checked 7 Oct 2026
- Founded
- 2015checked 28 Sep 2026
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