Service

AI-Augmented Products

Take what you already ship and make it intelligent. AI features, embedded agents, and automated workflows — built into your product, not bolted on top.

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What this covers

AI features inside SaaS products

Intelligent features wired into your existing product — smart search, content generation, automated decision layers, and AI-powered workflows your users interact with directly.

Ecommerce AI (Shopify, Swell, custom)

Customer-facing agents, inventory automation, and support tooling built on top of your commerce stack. Connected to live store data, not a generic demo.

AI-powered internal tools

Back-office tools with AI built in — operations dashboards that flag exceptions, assistants that draft comms, and workflows that run without someone initiating them.

Embedded agents in existing products

Drop an autonomous agent into a product your customers already use. It handles a specific job — support, onboarding, reporting — without replacing the product itself.

Verticals

Ecommerce

Shopify Plus, Swell, headless storefronts

Shipped: StoreAlert agent, Swell MCP (open source)

SaaS

B2B tools, dashboards, internal platforms

Shipped: Embedded agent features, AI-powered reporting layers

Marketplaces

Multi-vendor platforms, booking systems

Shipped: Intelligent matching, automated moderation workflows

Internal tooling

Ops dashboards, CRMs, support tools

Shipped: AI triage, automated escalation, drafter agents

How it works

01

Map what already exists

Walk me through your product and stack. I identify the highest-friction points where AI can take over a job — without breaking what users already depend on.

02

Define the AI's job clearly

We scope exactly what the AI layer does, what data it touches, and where a human stays in the loop. Vague AI features fail. Scoped ones ship.

03

Build and wire it in

Delivered into your existing codebase and infrastructure. Your team owns it. Fully documented. No external dependency on me to keep it running.

Running a Shopify Plus store?

See the dedicated Shopify AI page ↗

Have a product that could be smarter?
Tell me what it does today.

I'll tell you where AI fits and what it would take to build it.

Book a call