https://learn-ai.blindshot.kz/source/ai-strategy/Recent content in Ai-Strategy on AI Knowledge BaseHugoen-ushttps://learn-ai.blindshot.kz/docs/ai-strategy/architecture/ai-architecture-patterns/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/ai-strategy/architecture/ai-architecture-patterns/Reference architecture for the LLM application stack, covering data pipelines, embedding models, vector databases, orchestration frameworks, and operational tooling.https://learn-ai.blindshot.kz/docs/ai-strategy/business/evaluating-ai-roi/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/ai-strategy/business/evaluating-ai-roi/Comprehensive analysis of generative AI’s economic impact across industries, quantifying $2.6-4.4 trillion in annual value potential and identifying which business functions will see the greatest transformation.https://learn-ai.blindshot.kz/docs/ai-strategy/risk/ai-governance-leaders/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/ai-strategy/risk/ai-governance-leaders/Practical guide to the EU AI Act — the world’s first comprehensive AI law — explaining risk categories, compliance requirements, and what companies need to do to prepare.https://learn-ai.blindshot.kz/docs/ai-strategy/teams/building-ai-teams/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/ai-strategy/teams/building-ai-teams/Analysis of AI Engineer as a distinct emerging role from ML Engineer, arguing that productizing foundation models via APIs requires engineering skills, not research backgrounds.https://learn-ai.blindshot.kz/docs/ai-strategy/agents/pm-guide-ai-agents/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/ai-strategy/agents/pm-guide-ai-agents/McKinsey’s explainer on AI agents — what they are, how they differ from chatbots, and how they will impact business operations and the workforce.https://learn-ai.blindshot.kz/docs/ai-strategy/landscape/pm-llm-capabilities/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/ai-strategy/landscape/pm-llm-capabilities/A comprehensive non-technical guide to LLM capabilities, limitations, and practical applications for product managers building AI-powered features.https://learn-ai.blindshot.kz/docs/ai-strategy/business/ai-cost-modeling/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/ai-strategy/business/ai-cost-modeling/Analysis of value distribution across the generative AI stack — applications, models, and infrastructure — with data on margins, cost structures, and where economic value accrues.https://learn-ai.blindshot.kz/docs/ai-strategy/landscape/ai-build-vs-buy/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/ai-strategy/landscape/ai-build-vs-buy/Data-driven analysis of how enterprise leaders are increasing AI budgets and shifting toward multi-model, open-source strategies while moving from experimentation to production.https://learn-ai.blindshot.kz/docs/ai-strategy/risk/managing-ai-risk/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/ai-strategy/risk/managing-ai-risk/Eight critical questions organizations should answer before implementing enterprise-wide responsible AI programs to avoid rushing deployment and wasting resources.https://learn-ai.blindshot.kz/docs/ai-strategy/architecture/multi-model-strategy/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/ai-strategy/architecture/multi-model-strategy/Updated enterprise AI survey showing 81% of enterprises now use 3+ model families, with data on procurement patterns, multi-model optimization, and Anthropic’s growing enterprise penetration.https://learn-ai.blindshot.kz/docs/ai-strategy/risk/technical-due-diligence/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/ai-strategy/risk/technical-due-diligence/Comprehensive guide to production LLM challenges covering prompt engineering, evaluation, cost analysis, latency, fine-tuning vs prompting tradeoffs, and testing strategies.https://learn-ai.blindshot.kz/docs/ai-strategy/business/ai-vocabulary-leaders/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/ai-strategy/business/ai-vocabulary-leaders/Plain-language glossary of essential generative AI terms designed for everyone in a company regardless of technical background.https://learn-ai.blindshot.kz/docs/ai-strategy/landscape/ai-vendor-evaluation/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/ai-strategy/landscape/ai-vendor-evaluation/Analysis of generative AI’s transition from technology-driven novelty to customer-focused value creation, with updated market maps and vendor landscape organized by use case.