Minds On Fire designs and deploys enterprise-grade AI systems that eliminate operational drag, surface intelligence from your data, and automate the workflows your teams are doing manually today. We build for complexity — multi-system integrations, compliance-aware architectures, and agentic platforms that scale with your organization.
We don't sell software subscriptions. We engineer AI systems custom-built for your organization's data, workflows, and integration environment.
Multi-step AI agents that execute complex business processes end-to-end — from data ingestion to decision-making to action — without human intervention at each step.
We connect your ERP, CRM, field systems, and communication platforms into a single AI layer that reads, reasons, and acts across your entire operational stack.
AI-powered tools that eliminate the manual, repetitive work your teams do every day — exception management, report generation, compliance checks, and internal routing.
Full-stack AI platforms built for your organization — custom dashboards, model integrations, MCP server deployments, and internal tools your teams actually use.
These are real operational problems we solve. Each engagement is custom-built — but these examples show the type of complexity we're built for.
Most insurance organizations have thousands of dormant accounts — lapsed policies, unconverted quotes, and past clients who went quiet. Manually re-engaging them is expensive and inconsistent. We build AI remarketing systems that identify high-intent re-engagement windows, generate personalized outreach, and route warm responses to your producers automatically.
Field service companies lose hours every day to manual quoting — technicians calling back to the office, coordinators building estimates from scratch, and customers waiting days for a number. We build AI quoting systems that let field teams generate accurate, approved quotes on-site using a mobile interface backed by your pricing logic and job history.
Distribution operations generate hundreds of order exceptions every week — backorders, substitutions, pricing discrepancies, and delivery failures. Managing them manually means your team spends hours triaging emails and updating systems instead of solving the actual problem. We build AI exception management systems that classify, route, and resolve the majority of exceptions without human intervention.
Industrial service organizations deal with multi-variable quoting — equipment specifications, compliance requirements, parts availability, and custom labour configurations. We build AI quoting platforms that ingest RFQs, cross-reference your technical database, and produce accurate quotes in minutes rather than days — giving your sales team a competitive edge on response time.
Every system we build follows a layered architecture that separates data ingestion, reasoning, and action — giving you full control, auditability, and the ability to evolve the system as your organization changes.
We deploy on your infrastructure or in a managed cloud environment. All integrations are built to your existing systems — no rip-and-replace, no new platforms to learn.
Discuss Your Architecture →We go deep in a small number of verticals — which means we understand your workflows, your compliance environment, and your competitive pressures before we start building.
From MGA operations to independent brokerages, we build AI systems that handle the administrative burden of compliance, quoting, and client communication.
HVAC, electrical, plumbing, and specialty contractors — we build mobile-first AI tools that give field teams the intelligence they need to close jobs faster.
Complex RFQ environments, multi-variable pricing, and compliance-heavy operations — we build AI systems that handle the complexity so your engineers can focus on engineering.
High-volume order environments with constant exceptions, substitutions, and customer communications — we automate the triage and resolution workflows that consume your operations team.
Project-based businesses with complex documentation, subcontractor coordination, and client reporting requirements — we build AI systems that keep projects on track and stakeholders informed.
Compliance-sensitive environments where accuracy and auditability are non-negotiable — we build AI systems with the governance controls that regulated industries require.
A structured engagement model built for organizations that need results, not experiments.
We map your workflows, data environment, and integration landscape to identify the highest-value automation opportunities.
We design the full system architecture — data flows, agent logic, integration points, and human-in-the-loop controls.
We build, test, and integrate the system against your actual data and systems — not a sandbox environment.
We run a controlled pilot with your team, measure outcomes against baseline, and refine before full deployment.
Full deployment with ongoing monitoring, performance reporting, and continuous improvement as your operations evolve.
We work with a small number of mid-market and enterprise clients at a time. If you're evaluating AI for internal efficiency, operational automation, or a custom platform build — let's have a real conversation about what's possible.
Or visit mindsonfire.ca to learn more about our full range of services.