Customer expectations: shoppers demand instant, hyper-relevant experiences across every channel
Razor-thin margins: rising acquisition costs squeeze profitability, making efficiency critical
Inventory headaches: stockouts and overstocks drain revenue and tie up cash
Fraud and chargebacks: card-not-present losses grow each quarter
Real-time models tailor content, offers, and emails for every visitor, lifting conversion and average order value.
Demand forecasts guide buying and allocation so you stock the right products in the right locations.
Data remains in a private cloud workspace managed under your encryption keys and compliance policies, ready for PCI DSS and GDPR audits.

Director of Ecommerce, Stellar Styles
Fifteen percent drop in stockouts after one season of demand forecasting
Forty percent reduction in chargebacks on high-risk SKUs after fraud-detection rollout
Customers wanted to create custom, Pixar-inspired art on T-shirts, but the brand needed a production-ready GenAI pipeline (fast and scalable) within just 3 weeks.
Avahi fine-tuned Stable Diffusion in SageMaker Studio and exposed Bedrock inference through API Gateway - Lambda, delivering real-time design previews that scale automatically.
3-week PoC hit every deadline
and budget checkpoint
Custom designs render in seconds, driving early A/B tests to double-digit click-through lifts
Cloud-native stack autoscaling to viral traffic proved launch-ready for peak season
No. All data stays in your private cloud environment. You control encryption, access, and regional placement.
Shopify, Magento, Salesforce Commerce Cloud, BigCommerce, custom storefronts, and any system with REST or GraphQL APIs.
Most brands launch a proof of concept within two weeks using Avahi starter blueprints.
PCI DSS, GDPR, CCPA, and regional consumer-privacy laws.
No credit card required. Get a tailored roadmap in thirty minutes.