Build commerce infrastructure ready for any AI.
Agentic commerce architecture — LLM integration, generative AI content pipelines, vector search, and autonomous agent frameworks. Future-proof your Adobe Commerce store for the AI-driven shopping era.
From static catalog to intelligent ecosystem.
AI Readiness Audit
Current data structure review, content quality scoring, API capability mapping, and AI integration opportunity analysis.
Vector + Schema Design
Vector database setup, product embedding pipeline, semantic search architecture, and structured data enrichment.
Agent Integration
LLM connection, autonomous agent workflows, content generation pipelines, and real-time decision APIs.
Deploy & Evolve
Production deployment, monitoring dashboards, model performance tracking, and continuous architecture evolution.
AI-generated content at enterprise scale.
We build pipelines that generate product descriptions, SEO metadata, category content, and email copy using LLMs trained on your brand voice. Human-reviewed, automatically published, infinitely scalable.
- AI product description generation
- SEO metadata auto-creation
- Category + landing page copy
- Brand voice training + consistency
Semantic search that understands meaning.
Traditional keyword search fails when customers don’t know exact product names. Vector search converts your catalog into embeddings — so “comfortable running shoes” finds cushioned trainers even if the word “comfortable” isn’t in the title.
- Product vector embedding pipeline
- Semantic similarity search
- Visual search (image-to-product)
- Natural language query understanding
Future-proofing, clear investment.
Generative AI content pipeline and basic LLM integration for Adobe Commerce.
- Generative content pipeline
- Basic LLM integration (GPT-4)
- SEO metadata automation
- 30-day support
- 4-week delivery
Vector search, multi-model LLM, and autonomous agent workflows.
- Vector database + semantic search
- Multi-model LLM support
- Autonomous agent workflows
- 60-day optimization
- 6-week delivery
Full agentic commerce platform with custom models, predictive analytics, and dedicated AI engineering.
- Custom model training
- Predictive demand analytics
- Autonomous pricing agents
- 90-day managed AI support
- 8-week delivery
Static catalog vs Agentic Commerce.
| Capability | Standard Commerce | Agentic AI |
|---|---|---|
| Generative Content | — | ✓ Automated |
| Vector Search | — | ✓ Semantic |
| Autonomous Agents | — | ✓ Built-in |
| LLM Integration | — | ✓ Multi-model |
| Future-Proofing | Manual | Architected |
Stores that started thinking.
“The generative content pipeline writes 500 product descriptions per day in our brand voice. Our team just reviews and approves. Velocity increased 5x.”
“Vector search understands ‘cozy winter sweater’ even when products are tagged ‘knit pullover.’ Conversion from search jumped 22%.”
“Our autonomous pricing agent adjusts 10,000 SKUs daily based on demand signals. We haven’t done a manual price update in 3 months.”
Commerce without AI architecture is already behind.
Book a free AI readiness audit. We’ll assess your current data structure, content pipeline, and API capabilities — then design an agentic commerce architecture.