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A working collection of practical tools, AI experiments, and business ventures by Kevin Swarts. Business analyst, researcher, and systems builder.
Interactive software components built for business diagnostics, financial logic, and workflow evaluation.
Calculate total annual overhead beyond base wage, including superannuation, leave loading, insurance, and equipment overheads.
Quickly evaluate if your current data architecture and operational documentation can support custom AI automation.
Computes key liquidity, solvency, and operational efficiency ratios tailored for board-level reporting packs.
Automated trend tracking engine designed to scan regional Tasmanian and national economic indicators.
A lightweight diagnostic scanner for core web vitals, accessibility compliance, and payload efficiency.
Practical solutions across business intelligence, data engineering, and operational automation.
Consolidating fragmented business metrics into real-time visual control centers built for fast executive decision-making.
Deep capacity modeling, labor productivity tracking, and direct gross margin breakdown across complex workforces.
Replacing repetitive admin routines with resilient background workflows, reducing latency and manual error.
Bridging legacy databases with modern SaaS tools to create clean, reliable data pipelines across software ecosystems.
Embedding modern LLMs and agentic structures directly into everyday operational and documentation workflows.
Designing automated alerts and data scrapers to monitor supply chains, pricing volatility, and market movements.
Active commercial ventures, specialized practices, and ongoing practical initiatives.
The primary consulting engine focused on operational transformation, power BI deployments, process automation, and practical AI adoption for modern organisations.
An ongoing brand initiative combining modern design, digital commerce infrastructure, and focused supply chain management.
Ground-level exposure to physical construction, project estimation, trade workflows, and heavy industry financial analytics.
Forthcoming publications, analytical notes, and observations from practical technology building.
Why simple workflow tools beat massive enterprise AI overhaul projects, and how to measure real efficiency wins early.
Moving from messy transactional reporting to crisp executive summaries that drive decisive resource allocation.
Business analyst, researcher, and practical technology builder based in Launceston, Tasmania.
Swarts Lab was established as a living digital laboratory—a space where analytical theories and emerging artificial intelligence frameworks are converted directly into functional software, clean dashboards, and scalable operations.
Rather than viewing technology in isolation, work here centers on the intersection of data architecture, financial discipline, and workforce optimization. Every experiment is designed to answer a single question: does this actually improve how work gets done?