For years, enterprises have built intelligence in a set order. The data gets integrated and moved to a central platform. After that, it has to be normalized and governed. Someone builds reporting models, and only then do people start getting value from it. There are still good reasons to work this way. Large-scale analytics needs […]
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Reflections from PEI on regulatory pressure, merger complexity and making modernization useful for credit unions and their members. We went to the Canadian Credit Union Association 2026 Financial Forum in Charlottetown, PEI, to listen and learn. Our team wanted to hear firsthand how credit unions are navigating their technology priorities and what realistic, incremental progress […]
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Why the next step may be connecting systems, decisions and work, not simply adding more technology Credit unions don’t typically have a shortage of systems. They have systems for the core. Lending. CRM. Payments. Fraud. Documents. Digital banking. Finance. Data. Individually, many of them do exactly what they were designed to do. But what coordinates […]
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The hidden relationship between administrative work, capacity and growth Ask a bank or credit union how it plans to grow its lending book, and the conversation usually turns to familiar things: customer and member growth, market opportunity, risk appetite, capital, pricing, products, relationship managers. All important. But there’s another constraint that gets far less attention: […]
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When talking about modernization, governments tend to concentrate on substituting old systems with new platforms, architectures, and large-scale transformation programs. Sometimes this approach is required. Yet AI now offers an alternative that can greatly improve the citizen experience without replacing the current technology. At AOT Technologies, we have seen this in action. In two of […]
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The Bank of Canada recently found that more than two-thirds of Canadian business leaders use AI personally during a typical workweek. Yet only 8% of businesses report using AI significantly in their core operations. Still, almost every conversation about technology eventually becomes a conversation about AI. For many credit unions, the more useful question might […]
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Kintsugi is the Japanese art of repairing broken pottery with lacquer and powdered gold.Rather than hiding the fractures or discarding the object entirely, the philosophy is to preserve what already has value and make the repaired connections part of its strength. I’ve been thinking a lot about Kintsugi in the context of financial-services modernization. Because […]
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A form is only the beginning of the workflow. What matters is where the submission goes next. A submission has to reach an EHR, a core banking system, an eligibility engine, or a case queue. The form is the easy part. The connections behind it are where automation projects become costly. Point-to-point integrations are built […]
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node-wire + ToolHive provide the interoperability layer that enterprises need to adopt MCP at scale Enterprise AI has a quiet dependency problem. While the models get attention, the real value shows up when an agent can access the systems where the work actually happens. This could be an EHR, a core banking system, an identity […]
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The Age of Agent Euphoria Organizations are racing to deploy autonomous AI agents capable of reasoning, planning, invoking tools, and executing business processes with minimal human oversight. The promise is compelling: a digital workforce that scales faster than any human team ever could. But as organizations move from deploying a handful of agents to hundreds […]
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My notes and reflections from Canada’s largest digital health gathering. This week, I spent three days at e-Health26, Canada’s largest digital health gathering, hosted by Digital Health Canada, CIHI, and Canada Health Infoway, in Halifax. I returned home with one strong belief: the future of Canadian healthcare won’t be decided by who launches the most […]
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We are moving beyond process automation into the era of Agentic AI (autonomous systems that proactively achieve goals with limited human supervision). At the recent event, “Build to Scale: Secure AI in Action, From Governance to Execution,” Michael Kares, Head of Sales, and Adam Coard, Sr. Application Architect, from AOT Technologies, shared a roadmap for […]
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