AI & Data
Grounding enterprise AI in approved business knowledge.
How retrieval, context, human handoff and workflow controls can improve the usefulness of business AI.
Explore Enterprise RAG →ADR Group Insights
Notes from the decisions behind enterprise technology work.
ADR Group Insights is for practical notes on SAP, staffing, applications, cloud, security and enterprise AI: what to check before a change, where projects usually become complicated, and which trade-offs are worth discussing with the delivery team.
InsightsDecisions · trade-offs · operating contextPerspectives for leaders and teams working across enterprise systems, software, data and technology delivery.
Featured topics
Technology choices are easier to judge when the trade-offs are visible.
We aim to explain the decision in plain language: what problem it solves, what it depends on, what can go wrong and what evidence should be checked before committing.
Applications
When the workflow needs a purpose-built application.
Where custom software, integration and workflow design can create a better fit than forcing a process into an existing tool.
Explore Application Development →
Cybersecurity
Security improvement starts with the environment you actually run.
Identity, configuration, cloud and application controls are most useful when they are prioritised around real exposure and business impact.
Explore Cybersecurity →Areas we write about
What we intend to write about.
These topics come from the kinds of questions that appear around SAP programmes, hiring, software delivery, cloud operations and business AI.
SAP & ERP
S/4HANA, Business One, SuccessFactors, migration, integration, testing and programme considerations.
Staffing & Talent
Role definition, contract staffing, C2H, interview flow and specialist technology hiring.
Cloud & DevOps
Migration, platform operations, observability, automation, security and cost awareness.
AI & Data
Enterprise RAG, knowledge assistants, analytics, AI integration and automation with clear ownership.
Recent perspectives
Read the latest published notes.
Every published article should have a named WordPress author, a useful date and something specific enough that a reader can apply or challenge it.
No article is published here just to fill the page.
We will add a note when an ADR subject-matter owner has something specific to explain, document or challenge. Published articles will show a named author and date.
Talk to ADR Group
Have a technology decision you are working through?
Share the business context, current systems and outcome you are aiming for. We can start the discussion there.