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8 results in Data & AI
Showing 8 of 8 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
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
Read more - Blogdata & ai
Using GIS and location data in analysis
Maps reveal patterns tables hide — service coverage, travel times, incident hotspots and where resources are needed.
By Micah Ondiwa 1 min
Read more - Blogdata & ai
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
Read more - Guidedata & ai
Anonymising data before sharing
Removing names is not enough. Remove direct identifiers, reduce indirect ones and assess re-identification risk before sharing data.
By Inara Crest Engineering 1 min
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