Earlier engineering notes, implementation guides and research from the AIMEC build process.
Llama 3 is Meta’s latest open-weight large language model, available in sizes (8B, 70B, and up to 405B parameters) with long-context support. We have run a variety of…
Read field note
Most enterprises face a ‘Knowledge Gap’: their LLMs know everything about the world, but nothing about their customers. To bridge that gap, leaders must choose between Retrieval-Augmented Generation…
Read field note
Self-correction loops in AI workflows are feedback-driven mechanisms that enable AI systems to evaluate, adjust, and improve their performance over time.
Read field note
AI SDR technology automates prospecting, outreach, and lead qualification to help teams scale their pipeline, boost efficiency, and convert more leads.
Read field note
Agentic RAG systems merge AI agents with retrieval capabilities to deliver smarter, more adaptive intelligence for complex, real-world workflows.
Read field note
This LangGraph vs CrewAI comparison breaks down their features, use cases, performance, and developer support to help teams choose the right framework.
Read field note
Artificial intelligence can turbocharge productivity, but C-suite leaders know that speed alone doesn’t equal success. The true business value of AI automation lies in tangible outcomes – stronger…
Read field note
When it comes to finding the top AI automation platforms, the number of options has exploded, giving businesses – especially small and mid-sized enterprises (SMEs) – more choices…
Read field note
Traditional automation often relied on static scripts and predefined rules, executing the same steps every time. Agentic AI, by contrast, represents a shift to systems that can perceive,…
Read field note
In highly regulated and technical industries, generic AI models often fall short of business needs. A growing solution is custom LLM development for specialized industries – in other…
Read field noteAIMEC designs and builds AI agents, private AI, automation and the integration infrastructure that connects models to real business operations.
Build with AIMEC