Real agents. Real automations. Already built.
These are AI agents and automations we've shipped for real clients. They're examples of the work we do, not a fixed menu. We design and build for any business. From $500 after approval, paid only on delivery.
Four principles that shape every build.
We ship Python, not n8n nodes
Every build is a real codebase, version-controlled, tested, and deployable to your own infrastructure. No vendor lock-in to a no-code platform we don't control.
MCP-native by default
We custom-build Model Context Protocol servers so your tools work in Claude, ChatGPT, Cursor, and anywhere else MCP lands next. Cross-system, not platform-trapped.
OCR + computer vision included
Document automation is real engineering: invoices, POs, receipts, forms. We've shipped production OCR pipelines for retail, accounting and ops teams.
Native mobile when it makes sense
We ship React Native apps: barcode scanners, field-ops tools, mobile dashboards. Not every problem is a web problem.
Go deeper on a specific build.
MCP server development
Custom Model Context Protocol servers that let AI take real, permissioned actions in your systems.
Learn more →Shopify automation
Orders, inventory, reporting, Merchant Center, and pricing — automated as code you own.
Learn more →AI agent development
Custom Claude and GPT agents that take real, permissioned actions in your systems.
Learn more →Purchase order automation
Read inventory, generate POs, route to suppliers, track confirmations — hours to minutes.
Learn more →Business process automation
Data entry, reporting, reconciliation, and document handling — automated as code you own.
Learn more →AI automation in Toronto
Engineer-led AI automation for Toronto and Canadian businesses, working worldwide.
Learn more →Tell us about the workflow that's slowing your team down.
Book a free 20-minute call. We'll review your workflow, plan what to automate, and tell you straight whether we're the right fit. You only pay once the build is delivered and working.