Earlier engineering notes, implementation guides and research from the AIMEC build process.
AI coding tools have changed dramatically over the past two years. What started as intelligent autocomplete has evolved into AI agents that can inspect entire repositories, create implementation…
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MCP integration services help businesses connect AI agents and applications to the tools, data, APIs, and internal systems they already use through the Model Context Protocol. The idea…
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An AI readiness audit is a structured business and technical review that determines where an organisation can use AI, what must be fixed first and how implementation should…
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Most companies already have the information their employees need. The problem is finding it. Policies live in SharePoint. Technical documentation sits in GitHub. Sales information is spread across…
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Websites have spent decades being designed primarily for two audiences: humans and search engines. A third audience is now emerging: AI agents. This is part of a broader…
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Artificial intelligence can write emails, analyse documents, answer questions, generate images and process enormous amounts of information. But none of those capabilities is a business use case on…
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Artificial intelligence does not have to run in someone else’s cloud. Businesses can now run increasingly capable AI models on their own computers, servers, private cloud infrastructure or…
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Businesses evaluating AI often start by comparing models. But once AI begins working with company data, internal documents or operational systems, another decision becomes just as important: where…
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An AI product catalogue assistant should do more than put a chatbot in front of an ecommerce search box. Customers, particularly in technical, trade and B2B catalogues, often…
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For many wholesalers and distributors, WhatsApp is already an ordering interface even if it was never designed as one. Customers send product names, old product codes, photos, quantities…
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AI automation can cost a small business a few thousand dollars for a focused workflow or tens of thousands for a custom system connected across multiple parts of…
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No-code automation has made it dramatically easier for businesses to remove repetitive work. A team can connect a website form to a CRM, trigger an email, update a…
Read field noteAIMEC designs and builds AI agents, private AI, automation and the integration infrastructure that connects models to real business operations.
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