Technology Decisions That Affect Growth, Operations, and Enterprise Value
Practical insights on technical due diligence, operational transformation, software architecture, AI, and technology leadership.
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How We Approach Operational Transformation
How We Approach Operational Transformation
Companies are under growing pressure to automate and adopt AI, but technology is rarely the best place to start.
The first step is understanding how work actually moves through the business, where time and value are being lost, and which parts of the process should change before any technology is introduced.
Surviving LLM Rate Limits: Building Backpressure
Once you move beyond a toy demo and start running real workloads on top of a large language model, rate limits stop being a theoretical concern and become a very practical constraint. At small scale you can mostly ignore them. At medium scale you start seeing occasional 429 errors and retriable failures. At larger scale your whole system can suddenly feel brittle: bursts of errors, retries piling up, and users waiting far longer than they should.
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Building Reliable AI Pipelines on Azure
Modern AI systems fail more often than most engineers expect. Not because the models are fragile, but because the infrastructure surrounding them is. Network latency, cold starts, concurrency spikes, and the notorious 429 rate-limit errors all come into play.
Anyone who builds LLM-powered systems quickly learns the same lesson: in production, retries are not optional, they're architecture.
The Executive's Guide to AI Integration Strategy
AI isn’t the future, it’s already here. But that doesn’t mean every organization is ready for it. While the headlines are filled with stories about AI transforming industries, many executives are still unsure where to begin. The technology seems powerful, even inevitable, yet difficult to grasp without a PhD or a room full of data scientists.
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Production-Ready LLMs: AI Agents That Actually Work
Large Language Models have gone from research novelty to mainstream fascination in just a few years. Anyone with access to OpenAI or Anthropic can now build something that feels intelligent. With a few lines of code and a good prompt, you can make a chatbot, generate SQL, or summarize documents.
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Sharp Logica works with investors and operating companies on technical diligence, operational transformation, architecture, and technology leadership.
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