Resources & technical library
Practical guidance for planning, building and running technology.
Guides and articles from the Inara Crest team on software, AI, networks, security, power, data centres, hosting, transport systems and IT support — written to help you make better decisions, whether or not you work with us.
Plan and specify
What to decide and document before you request quotes or start installation.
Build and install
Practical standards for cabling, power, security systems and business software.
Operate and support
Keeping systems maintained, secure and documented after go-live.
Showing articles for Software & Digital SystemsShow all
7 results in Data & AI
Showing 7 of 7 articles
- 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
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
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 - Blogdata & ai
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
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
Read more
Need help applying this to your site?
Our engineers can assess your requirements and turn a guide into a design, a quotation and a delivered system.
Speak to us directly
Monday – Friday, 8:00 am – 5:00 pm