by Fatima Nomaan | Sep 10, 2026 | AI Development, MLOps
SUMMARY According to Precedence Research, the global MLOps market was valued at $2.43 billion in 2025 and is projected to reach $56.60 billion by 2035, growing at a CAGR of 37% According to Fortune Business Insights, the MLOps market is forecast to grow from $4.39...
by Fatima Nomaan | Jul 31, 2026 | AI Development
SUMMARY 25% of UK businesses have adopted AI as of December 2025 (ONS), up 15 percentage points since late 2023. But only 11% of SMEs use AI extensively to automate operations 44% of UK small business owners cite lack of knowledge and confidence as the main barrier...
by Fatima Nomaan | Jul 23, 2026 | AI Development
SUMMARY Gartner projects over 40% of agentic AI projects will be cancelled by 2027 due to costs, unclear value, or inadequate risk controls. The lifecycle discipline described here separates survivors from failures 79% of enterprises say they have adopted AI agents,...
by Fatima Nomaan | Jul 23, 2026 | AI Development, MVP Development
TL;DR Global corporate AI investment reached $581.7 billion in 2025, more than doubling year-over-year (Stanford AI Index, 2026) 87% of AI projects fail to reach production — the leading cause is building too much before validating whether users want what was built...
by Fatima Nomaan | Jul 23, 2026 | AI Development
SUMMARY Ollama runs on llama.cpp. The comparison is about wrapper overhead, not competing engines. Performance gap is 8–14%. Llama.cpp: 95 tok/s vs Ollama: 82 tok/s on RTX 5090 with Llama 3 8B. Context window difference matters. Llama.cpp allows 32,768 tokens vs...
by Fatima Nomaan | Jul 23, 2026 | AI Development
2025 has been heralded as the year of agents. Beyond the hype, building applications that integrate agents is becoming a widely useful skill. But most content online is fragmented, outdated, or written by someone who has never deployed anything into production. Books...
