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11 results in Data & AI
Showing 11 of 11 articles
- Blogdata & ai
Explaining AI predictions to non-technical managers
Managers trust predictions they understand. Show the main factors, the confidence and how the model performed in the past.
By Micah Ondiwa 1 min
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Choosing KPIs that drive action
A good KPI is linked to a decision, owned by someone, measured consistently and reviewed often enough to matter.
By Micah Ondiwa 1 min
Read more - Blogdata & ai
Retrieval-augmented generation: grounding AI answers in your documents
RAG lets an AI assistant answer from your policies, manuals and records — with sources — instead of from general knowledge.
By Micah Ondiwa 1 min
Read more - Blogdata & ai
Data quality: the unglamorous step that makes analytics work
Duplicates, inconsistent codes and missing values quietly undermine reports and models. A few habits keep data fit for use.
By Micah Ondiwa 1 min
Read more - Blogdata & ai
Automating document processing with AI — keeping a human in the loop
AI can read invoices, forms and delivery notes in seconds. The design question is how people review the cases the model is unsure about.
By Micah Ondiwa 1 min
Read more - Blogdata & ai
Machine learning for business: start with the decision, not the model
Successful ML projects begin with a specific decision, a measurable outcome and enough reliable history — the model comes last.
By Micah Ondiwa 1 min
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Building a BI dashboard people actually use
A dashboard earns its place when it answers specific questions for specific people. Start with the decisions, then choose the charts.
By Micah Ondiwa 1 min
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Responsible AI: bias, privacy and accountability
AI systems can reproduce bias, expose personal data and blur responsibility. A few practices keep them fair and accountable.
By Micah Ondiwa 1 min
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Data warehouses vs operational databases
Operational systems run the business; a warehouse brings their data together for analysis without slowing them down.
By Micah Ondiwa 1 min
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Forecasting demand with historical data
Simple forecasting methods, honest accuracy measurement and human judgement often beat complex models for planning stock and staff.
By Micah Ondiwa 1 min
Read more - Blogdata & ai
Large language models in the enterprise: where they help
LLMs are strong at drafting, summarising, searching and classifying text. They need grounding, guardrails and human review.
By Micah Ondiwa 1 min
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