AI & Machine Learning3 min read
On-Prem LLM Strategy for Banks: Ollama, vLLM and TEI
In 2026 the LLM debate inside banks has shifted from cloud to on-prem. A practical comparison of three engines, GPU budget and compliance.
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Posts in AI & Machine Learning
Generative AI, LLM integrations, predictive models and MLOps.
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What can you read in the AI & Machine Learning category?
The AI & Machine Learning category contains 5 articles. Generative AI, LLM integrations, predictive models and MLOps.
AI & Machine Learning
AI & Machine Learning2 min read
AI Agents in Enterprise Workflows: Five Practical Scenarios
By 2026 AI agents have moved from demo to production. Five practical scenarios — from support triage to financial reconciliation — and the architecture decisions that matter.
AI & Machine Learning2 min read
RAG Architecture: Grounding LLMs in Enterprise Knowledge
Retrieval Augmented Generation grounds the LLM in the organisation's own knowledge base, reducing hallucination and giving every answer a traceable source. The three layers of a well-built RAG system.
AI & Machine Learning2 min read
3 Ways to Integrate LLMs into Enterprise Processes
Large language models moved from demo to production in a year. Three practical patterns for integrating them into enterprise systems, with the risk mitigations that matter.
AI & Machine Learning2 min read
MLOps: Taking Models to Production
A model that shows 92% accuracy in a notebook delivers no enterprise value until it is in production. MLOps is the discipline that maps the road from training to sustained operations.