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15 results in Data & AI
Showing 12 of 15 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
Monitoring field data collection quality in real time
Daily checks on completeness, timing, location and consistency catch problems while teams are still in the field.
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
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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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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
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Digitising research data collection in the field
Mobile forms, offline sync, quality checks and secure storage replace paper questionnaires and transcription errors.
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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