Semantic search
Natural language product discovery across variants, attributes, and bundles.
Industry · Retail & e-commerce
AI for retail growth
We build AI for retail and e-commerce teams — semantic product search, customer support copilots, returns automation, and demand forecasting that help growing storefronts convert more visitors without adding headcount.
+28%Search conversion
−40%Support tickets
+22%Forecast accuracy
4–6 wkTypical pilot
Industry context
AI that sells smarter
Retail AI must understand catalogs, inventory, and customer intent — not generic chat. We connect your storefront, PIM, and support stack with search, copilots, and forecasting tuned for SKU-level operations.
Support copilots
Order status, returns, and product Q&A with policy-grounded answers.
Returns automation
Intent classification, eligibility checks, and label generation at scale.
Demand forecasting
SKU- and channel-level forecasts for inventory and merchandising teams.
Use cases
Where retail AI delivers
High-impact features for DTC brands, marketplaces, and omnichannel retailers.
Semantic Product Search
Hybrid retrieval over catalogs, reviews, and specs — natural language queries that actually find the right SKU.
- Vector + keyword
- Variant aware
- Merchandising rules
Support Copilots
Embedded assistants for order tracking, sizing, returns, and product recommendations with brand voice.
- Policy RAG
- CRM sync
- Handoff to agents
Returns Automation
Automated classification, refund eligibility, exchange routing, and fraud pattern detection.
- NLU triage
- Label generation
- WMS sync
Demand Forecasting
Probabilistic forecasts by SKU, region, and channel with promo and seasonality overlays.
- Time-series ML
- Inventory alerts
- ERP export
Personalization
Recommendations, dynamic bundles, and email content tuned to browsing and purchase signals.
- Real-time features
- A/B ready
- Privacy safe
Review & UGC AI
Summarize reviews, detect sentiment shifts, and draft merchant responses at scale.
- Sentiment NLP
- Moderation queues
- SEO snippets
Proof of work
Retail delivery
Copilot and automation systems with measurable conversion and support impact.
Multi-Agent CRM Platform
AI agents for lead scoring, email drafting, and pipeline analytics — patterns applicable to retail sales and support teams.
47%More conversions
3.2xRep productivity
Conversational Portal
NLU triage and smart routing architecture proven for high-volume customer self-service.
12→68%Self-service adoption
$1.8MAnnual savings
Document Automation
High-volume extraction and validation pipelines applicable to invoices, returns, and vendor docs.
82%Faster processing
$1MAnnual savings
How we help
Related services
Production AI capabilities we bring to every industry engagement.
01Can AI improve product search conversion?
Yes — semantic search typically lifts search-to-cart conversion 20–35% by understanding intent, synonyms, and attribute constraints beyond keyword match.
02Which platforms do you integrate with?
Shopify, WooCommerce, Magento, custom headless storefronts, PIMs, and helpdesks via API — plus ERP and WMS for inventory-aware answers.
03How fast can we launch a support copilot?
Most retailers pilot one use case — order status or returns — in 4–6 weeks with policy RAG and human handoff.
04Does retail AI require a large ML team?
No — we deliver managed pipelines, eval harnesses, and monitoring so lean teams can run production AI without hiring specialists.
Next step
Ready to grow retail with AI?
Tell us about your catalog and support volume — we'll design search, copilots, and forecasting with clear KPIs.