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 But most content online is fragmented, outdated, or written by someone who has never deployed anything into production.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...
by Fatima Nomaan | Jul 23, 2026 | AI Development
Machine learning is transforming how businesses operate. From predictive analytics that forecast customer behaviour to recommendation engines that drive revenue, the potential is enormous. Yet many UK organisations struggle to move beyond proof-of-concept. Compliance...
