Software development blog

Flutter, AI, legacy modernization, and product delivery — written by people who do the work.

The State of Healthcare AI ROI: What Five Conflicting Surveys Actually Agree On: Board-safe baseline from five conflicting 2024–2026 RCM AI surveys: ~63% somewhere, ~27% at scale, 15% ROI — with sources. For why adoption still fails to prove return, see the companion delivery guide.

Why 63% of Health Systems Use AI in the Revenue Cycle — and Only 15% Can Prove It Worked: 63% of healthcare organizations have integrated AI into the revenue cycle. Only 15% can demonstrate ROI. The 48-point gap is a delivery problem — and delivery problems have known fixes.

5 Silent Profit Killers in Trucking & Logistics — And How AI Agents Fix Them: Five trucking back-office leaks — unpaid detention, IFTA prep, slow invoicing, load-board dependency, and dispatch triage — mapped as workflows, with what an agent can own under human review. Built as an agent layer on your ELD/TMS stack, not another trucking SaaS.

AI Agent vs. Workflow Automation — Which Does Your Business Need?: A clear verdict up top, then a comparison table: when to use AI agents vs rule-based automation — and when growing teams need both.

RAG vs. Fine-Tuning — What’s Right for Your Data?: Retrieval-augmented generation vs fine-tuning explained for operators: what each fixes, what it costs to start, and how to choose without the hype.