AI Engineering
01Production LLM integrations — retrieval-augmented chat bots, support copilots, and agentic workflows that ship, not demos that stall.
- Custom chat bots & support agents
- RAG pipelines & embeddings
- Model orchestration & evals
Boutique Development Agency
JMPages ships production-grade software — headless commerce, intelligent internal tools, and LLM-powered experiences — engineered end-to-end and deployed on modern edge infrastructure.
Capabilities
Four practice areas, one standard: software that holds up under real traffic, real data, and real customers.
Production LLM integrations — retrieval-augmented chat bots, support copilots, and agentic workflows that ship, not demos that stall.
Composable storefronts on Headless Shopify and Medusa.js — sub-second page loads, edge-rendered, built to convert.
Next.js internal apps that replace the spreadsheet sprawl — accounting, inventory, and ops tooling your team actually uses.
Zero-downtime shipping on modern infrastructure. CI/CD, observability, and edge delivery configured from day one.
Current Work
A rolling portfolio of client engagements and in-house products — commerce, AI, and operations tooling.
Composable storefront decoupled from Shopify's backend — edge-rendered product pages, instant navigation, and a fully custom buying experience.
Open-source commerce engine with custom fulfillment logic, multi-region pricing, and an admin tailored to the merchant's operation.
Retrieval-augmented support agents trained on product docs and order data — deflecting tickets and answering customers in seconds, 24/7.
Next.js internal platform for reconciliation, reporting, and cash-flow visibility — replacing a maze of spreadsheets with a single source of truth.
Real-time inventory across warehouses and sales channels — barcode workflows, low-stock alerting, and purchasing forecasts.
Agentic back-office workflows — document parsing, data entry, and reporting handled by LLM pipelines with human-in-the-loop review.
Method
A short, focused engagement to map the problem, the data, and the fastest path to value.
System design, stack selection, and a delivery plan measured in weeks — not quarters.
Tight iteration loops with weekly demos. You see working software from the first sprint.
Production launch with CI/CD, observability, and a handoff your team can actually own.
The Developer
JMPages is led by Joseph Martin — a full-stack engineer who works the entire surface area of modern product development: composable commerce, LLM integration, data-heavy internal platforms, and the infrastructure that keeps it all online. No account managers, no handoffs between departments. The person you talk to is the person who ships your code.
Current focus: headless Shopify and Medusa.js builds, Next.js internal apps for accounting and inventory, and AI chat bots that carry real support load.
Engage
Currently accepting a limited number of new engagements. Tell us what you're trying to ship and we'll reply within one business day.