Insights
High-quality thinking on AI systems, software architecture, and the work of turning complex problems into technology. Published selectively — substance over volume — to support credibility, SEO, and serious conversation.
Latest
Full articles will expand here over time. The pieces below outline the themes PrismaLead will cover: AI architecture, agents, RAG, modernization, and the path from pilot to production.
Adding a chatbot is not the same as building a system that can understand, reason, and act. The difference is architectural — and it determines whether AI becomes durable capability or expensive theatre.
Full article coming soon
Agents are powerful when they sit inside real workflows with clear goals, tools, and escalation paths — not when they exist as demos disconnected from operations and accountability.
Full article coming soon
Retrieval-augmented systems only matter when they are accurate, secure, and useful to the people who need answers. Trust is earned through sources, evaluation, and governance.
Full article coming soon
Organizations that chase AI on top of brittle legacy systems discover that data access, APIs, and architecture are the real bottlenecks. Sequence matters.
Full article coming soon
Most pilots fail quietly after the demo. Production requires evaluation, cost control, monitoring, ownership, and a product mindset — not only a successful prompt.
Full article coming soon
Upcoming themes: AI agents, AI architecture, RAG, software architecture, AI transformation, the future of work, AI in education and healthcare, startup technology strategy, and product development. Suggest a topic.
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