https://andrewkapuduwa.com/insights.htmlApplied AI and transformation insights.https://andrewkapuduwa.com/article-ai-transformation-agents-value.htmlA practical framework for separating useful agentic automation from AI theatre and deciding where humans must stay accountable.https://andrewkapuduwa.com/article-why-transformation-estimates-fail.htmlWhy reuse assumptions, incomplete elaboration, data-model debt and process redesign can make early transformation estimates unreliable.https://andrewkapuduwa.com/article-ai-agents-dynamics-365-case-management.htmlHow AI agents can support triage, workload allocation, duplicate detection, assessment preparation and case summarisation in Dynamics 365.https://andrewkapuduwa.com/article-when-should-ai-agent-make-decisions.htmlA practical authority model for deciding how much autonomy an AI agent should receive.https://andrewkapuduwa.com/article-legacy-modernisation-business-rules.htmlWhy successful legacy modernisation requires discovering the institutional knowledge encoded in old systems, not merely translating code.https://andrewkapuduwa.com/article-architecture-delivery-gap.htmlWhy architecture and delivery must operate as one decision system during technology transformation.https://andrewkapuduwa.com/article-geospatial-eligibility-emergency-assistance.htmlHow polygon-based geospatial eligibility can improve emergency assistance assessment, auditability and automation.https://andrewkapuduwa.com/article-four-conversations-transformation-leader.htmlWhy transformation leaders must continuously connect executive, business, architecture and delivery conversations.https://andrewkapuduwa.com/article-executives-before-funding-ai-programme.htmlThe questions executives should ask before funding an enterprise AI programme or agentic transformation.https://andrewkapuduwa.com/article-ai-first-software-engineering-teams.htmlHow software teams can redesign requirements, development, testing, review and DevOps around AI rather than simply adding coding assistants.https://andrewkapuduwa.com/article-llm-business-requirements-user-stories.htmlHow LLMs can improve business analysis by interrogating evidence, surfacing gaps and preserving traceability instead of simply generating user stories.https://andrewkapuduwa.com/article-ai-business-functional-analysis.htmlHow AI can connect process, rules, data, requirements, architecture and tests while freeing analysts to focus on problem framing and value.https://andrewkapuduwa.com/article-data-ai-emergency-services-operational-intelligence.htmlHow emergency services can combine historical, real-time, contextual and geospatial data with AI to improve operational decision-making.https://andrewkapuduwa.com/article-case-study-emergency-services-ai-data-platform.htmlAn illustrative architecture combining CAD, traffic, weather, GIS, analytics and AI decision support across police, fire and ambulance operations.https://andrewkapuduwa.com/article-autonomous-ai-agent-computer-aided-dispatch.htmlHow an AI operational agent can analyse crime, traffic, demand, resources and spatial coverage to support CAD without prematurely replacing dispatch authority.https://andrewkapuduwa.com/article-geoai-emergency-response.htmlHow geospatial AI can improve routing, dynamic risk, building intelligence and system-wide resource decisions in emergency response.https://andrewkapuduwa.com/article-secure-ai-airports-closed-ecosystem.htmlHow airports can deploy enterprise AI through controlled data gateways, model governance, authority boundaries and security-by-design.https://andrewkapuduwa.com/article-ai-airport-resource-management.htmlHow AI can optimise airport turnaround, gates, stands, ground-support equipment and operational resources as a connected system.https://andrewkapuduwa.com/article-ai-geospatial-bim-government-asset-management.htmlHow government can combine asset registers, GIS, BIM, field evidence, IoT and AI for risk-based maintenance, investment and operational optimisation.