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Insights on AI for business

Practical thinking on AI agents, business engines, and what AI actually looks like for growing businesses.

AI for Trades7 min read

AI Purchasing Agents for Trades Businesses: What They Actually Automate

Trades shops use AI for content, marketing and scheduling. Purchasing, the workflow that eats owners' evenings, is not on the list.

procurement agentpurchasing automationAI for tradesHVACplumbingelectricalvendor managementAI agentsconstruction supply chain
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AI Implementation7 min read

How to Calculate True Cost Per Unit and Set Margin With an AI Agent

Two in three firms hit by war-driven cost increases are absorbing some or all of them, the Bank of Canada found. Cost per unit now decides your margin.

cost per unitlanded costmargin analysisinventory costingAI agentswholesale distributionCanadian SMBcost allocation
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Strategy6 min read

Why AI Agent Spending Isn't Producing AI Results

BCG: 60% of companies see minimal AI gains. Gartner: 40% of enterprise apps will carry task-specific agents by 2026. Deployment is the gap.

AI ROIAI agent deploymententerprise AI adoptionAI implementation gapAI Workflow Assessment
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AI for Trades7 min read

Why GTA Trades Businesses Make Their AI Decisions in September

Construction and trades sit at 9.2% AI adoption, among the lowest tracked sectors. A decision framework for allocating Q4 discretionary spend.

tradesHVACplumbingelectricalQ4 planningAI adoptionGTA
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AI Strategy6 min read

Why Your Copilot or Agentforce Deployment Isn't Delivering

Canadian businesses tripled AI adoption in two years, yet Upwork finds most SMB deployments below 25% productivity gain. Access is not integration.

AI implementationMicrosoft CopilotSalesforce AgentforceSMB AIAI ROICanadian businessAI agentsworkflow automation
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