Our Services
Purpose -built integrations and internal tools for businesses whose workflows don’t fit off-the-shelf software – with a specialty in connecting AI to the systems a business already runs on.
We build Model Context Protocol(MCP) servers - the connective layer that lets AI agents securely read from and write drafts into a businesses existing systems.
Connecting AI workflows to indusrty platforms you already use and trust.
Custom estimation and quoting tools for fabrication-heavy businesses where quoting is the bottleneck and industrial knowledge lives in the estimator's head.
Cost calculators. work-review tooling. commission tracking and reporting built to your actual process.








Our internal MCP server powers our own AI workflows every day. We build using the same architecture we trust inside our business.
Before every integration, we evaluate workflows, APIs, permissions, and operational requirements specific to each industry.
From pricing calculators and documentation systems to internal dashboards and AI workflows—we build solutions we actively use.
For regulated clients, we design to meet Canadian requirements.
Designed to meet regulatory expectations—not presented as certified compliance.
We build with security and privacy by design.
We never design systems that remove your visibility or ownership.
Understand your workflows, bottlenecks, and existing software.
Design integrations and software architecture around your operations.
Build secure tools, APIs, dashboards, and AI workflows.
Validate workflows with your team before deployment.
Deploy safely, monitor performance, and continuously improve.
Let’s build the right tools and integrations to power your business forward.
North American systems engineering and growth operations firm. Defensive AI + Offensive AI for scaling organizations.
519-803-6990
marcus@mindsonfire.ca
1151 Whealan Rd Woodstock Ontario N4S8E6 Canada