Forecast Demand, Fulfill Orders,
Free Up Your Working Capital

AI demand forecasting to cut waste, prevent stockouts, and boost profits.

The Profit Drain of Inaccurate Forecasting

Inaccurate forecasts lock up capital and erode profitability. Outdated spreadsheets and rigid SaaS tools can’t handle today’s fast-moving, multi-channel retail. The result?

Stockouts

Missed sales and customers lost to competitors

Overstock

Cash trapped in inventory and higher carrying costs

Markdowns

Excess stock cleared at discounts, cutting into margins

That’s where AI-powered demand forecasting changes the game, turning costly inefficiencies into accurate predictions, leaner inventory, and healthier margins.

From Missed Sales to Maximized Margins

Smarter forecasts that adapt to seasonality, promotions, and market volatility, delivering measurable impact across every channel:

AI-powered
insights

Improve forecast accuracy and recover up to 21% lost revenue.

Unified demand
view

Balance inventory across channels, reduce stockouts, and excess stock.

Adaptive
models

Adjust in real time for promotions, seasonal shifts, and disruptions.

Transparent
forecasting

Full control, no vendor lock-in, models tuned to your data.

Real-time
updates

Respond instantly to demand shifts and avoid missed sales opportunities.

What the Net Solutions Demand Forecasting Accelerator Delivers

Purpose-built ML forecasting for retailers. Not just another SaaS tool.

Why a Custom Accelerator on AWS

Enterprise-grade forecasting that adapts to your business.

Unified demand view

Integrate POS, eCommerce, marketplaces, and external data

SKU-level AI forecasts

Tuned to seasonality, promotions, and product lifecycle

Promotion-aware modeling

Capture true campaign impact, avoid cannibalization

Elastic scalability

Plan confidently for holiday peaks or supply shocks

Data ownership & compliance

SOC 2-ready, GDPR/CCPA compliant

Future-proof stack

Plug into ERP, CRM, OMS without re-platforming

Tailored forecasting for Retail & eCommerce leaders

01. Fashion & Apparel

Handle fast-changing trends, reduce markdowns

02. Grocery & CPG

Account for perishables, seasonal spikes, promotions

03. Omnichannel Retail

Synchronize forecasts across stores, online, and marketplaces

04. Electronics & Consumer Goods

Manage long-tail SKUs and product lifecycles

Business Outcomes You Can Measure

Real Impact, Real Fast.

Inventory Waste

Up to 30% less overstock

Forecast accuracy

20–40% improvement at the SKU level

Margins

Markdown losses cut 15–20%

Availability

Fewer lost sales from stockouts

Time-to-Decision

Forecasts in hours, not weeks

Our Process

Why
Net Solutions?

  • 25 years of retail tech expertise

  • Certified AWS AI partner

  • Proven in eCommerce forecasting & personalization at scale

  • End-to-end delivery: strategy, build, optimization

Our Tech stack

Cutting-edge technologies we leverage to build powerful AI solutions.

  • OpenAI

    OpenAI

  • Claude

    Claude

  • Llama

    Llama

  • Gemini

    Gemini

  • Amazon Bedrock

    Amazon Bedrock

  • AWS Kendra

    AWS Kendra

  • Azure AI Search

    Azure AI Search

  • GCP Vertex AI

    GCP Vertex AI

  • Elastic Search

    Elastic Search

  • Faiss

    Faiss

  • Weaviate

    Weaviate

  • Qdrant

    Qdrant

  • Pinecone

    Pinecone

  • Milvus

    Milvus

  • Amazon SageMaker

    Amazon SageMaker

  • Amazon Bedrock

    Amazon Bedrock

  • Azure OpenAI

    Azure OpenAI

  • Google AI Platform

    Google AI Platform

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