
AI in manufacturing: make maintenance records useful
A practical workflow for finding earlier interventions, structuring work orders and evaluating an AI pilot with human review.

Our articles
Advice and lessons from our work in software development, architecture and project management.
Featured article
A closer look at a technical topic from our team.

A practical workflow for finding earlier interventions, structuring work orders and evaluating an AI pilot with human review.
All articles
Articles to help you understand technical choices and plan your projects.

A practical workflow for turning meeting notes into reviewed CRM updates, with clear permissions, human approval and measurable outcomes for small firms.

AI is changing product discovery and retail operations. Start with dependable catalog data, useful customer service and a pilot you can measure.

A practical look at AI for estimates, project documents and site reporting, with a measurable pilot plan for Canadian construction businesses.

You have a defined project, an approved budget, and a deadline that's already generating pressure from above. The question your executive team keeps circling back to is simple: how long will this actually take?

Getting a software project approved is rarely about the technology. The decision happens in a budget review or a boardroom, not a sprint planning session. Your proposal needs to speak the language of the people...

Order management is one of the most operationally complex problems in telecom. A customer places an order for a new service bundle, and that single transaction touches inventory, provisioning, billing, network...

Canadian insurance carriers are under real pressure right now. Policyholders expect digital-first experiences. Regulators keep raising the bar on data governance and reporting. And legacy core systems — many of them...

Canadian carriers are under real pressure right now. Subscriber expectations have shifted, regulatory requirements keep tightening, and legacy back-office systems built for a simpler era are starting to crack under...
Need a hand?
Tell us what you need and the constraints you’re working with. Our team will help you decide on the next steps.
Talk to an expert