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buffers.ai
What it is
buffers.ai is web software for retail and manufacturing enterprises that automates demand forecasting, purchase planning, and inventory replenishment. 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 creates a 12-month category-and-month purchasing plan in units and dollars from a buying budget, including when sales history is unavailable. Replenishment recalculates each product’s target stock at each store daily and supports assortment, launches, promotions, and allocation across online, store, and wholesale channels. Production integrations use recurring batch feeds configured for a customer’s systems; CSV or XLSX uploads can support a benchmark without ERP work. Support is provided personally through WhatsApp. Paid plans start at $25 a month, and replenishment requires at least five stores.
For and against
For
- Automates demand forecasting
- Creates 12-month purchasing plans
- Daily store-level target stock recalculation
- Supports online, store, and wholesale allocation
- CSV or XLSX benchmark uploads
Against
- No free plan
- Replenishment requires five stores
- One-time setup fee may apply
- Production integrations use configured batch feeds
The verdict
buffers.ai combines forecasting, buying plans, and daily replenishment for multi-location operations. Buyers should weigh its store minimum, integration approach, and plan-specific pricing against their rollout needs.
Who it suits
It suits replenishment, allocation, and merchandising teams serving store chains from a central warehouse, plus store managers. Retail and manufacturing organizations needing forecasting, purchasing, and replenishment planning are the stated audience.
Plans and prices
Replenishment — stores 61+
Per store · Marginal rate for stores 61+
Read 7 Oct 2026 · buffers.ai
Replenishment — stores 31–60
Per store · Marginal rate for stores 31–60
Read 7 Oct 2026 · buffers.ai
Replenishment — stores 11–30
Per store · Marginal rate for stores 11–30
Read 7 Oct 2026 · buffers.ai
Replenishment — stores 1–10
Per store · Replenishment module · 5-store minimum
Read 7 Oct 2026 · buffers.ai
Purchasing — up to 1,000 SKUs
Flat monthly fee · Up to 1,000 active central-warehouse SKUs
Read 7 Oct 2026 · buffers.ai
Purchasing — up to 6,000 SKUs
Flat monthly fee · Up to 6,000 active central-warehouse SKUs
Read 7 Oct 2026 · buffers.ai
Implementation/setup
May apply · Amount depends on rollout scope
Read 7 Oct 2026 · buffers.ai
Purchasing — more than 6,000 SKUs
Flat monthly fee · More than 6,000 active central-warehouse SKUs
Read 7 Oct 2026 · buffers.ai
On the record
- 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.buffers.ai · read 7 Oct 2026
- 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.buffers.ai · read 7 Oct 2026
- Company history
- The maker says buffers.ai began as a consulting practice in 2015 and names Pini Usha as its founder.buffers.ai · read 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.buffers.ai · read 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.buffers.ai · read 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.buffers.ai · read 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.buffers.ai · read 7 Oct 2026
- Product
- buffers.ai automates demand forecasting, purchase planning, and inventory replenishment for retail and manufacturing enterprises.buffers.ai · read 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.buffers.ai · read 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.buffers.ai · read 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.buffers.ai · read 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.buffers.ai · read 7 Oct 2026
