AI & Tech Insights
Expert perspectives on AI development, digital transformation, and the future of software — from the team that ships real products.
Why Every US Company Needs an AI Strategy in 2026
AI adoption is no longer optional for US companies. CEOs who wait risk ceding market share to competitors who move faster. Here is a practical framework for building your AI strategy.
AI Clinical Trial Matching: How Accurate Is It?
AI clinical trial matching can cut screening time and surface eligible patients faster. See what validation studies show and where human review still matters.
AI Drug Discovery: What's Actually Changed So Far
AI drug discovery is speeding up early-stage research, but late-stage trial success hasn't moved much. Here's what the evidence shows in 2026.
HIPAA-Compliant AI Development: An Engineering Checklist
Planning HIPAA-compliant AI development? Use this engineering checklist for BAAs, PHI in prompts and logs, de-identification, access control and vendors.
AI Healthcare Chatbot: Build, Buy or Customize?
Choosing an AI healthcare chatbot? Compare build, buy and customize options, plus scope limits, safety testing, escalation and privacy requirements.
AI Remote Patient Monitoring: Signal vs. Noise
AI remote patient monitoring can filter noisy sensor data and prioritize alerts. Explore data pipelines, false alarms, evidence gaps and rollout planning.
Explainable AI in Healthcare: What Explanations Can Show
Explainable AI in healthcare promises trust, but explanation methods have limits. Compare SHAP, saliency maps and validation to see what clinicians need.
NLP for Clinical Notes: Turning Free Text into Data
NLP for clinical notes can extract diagnoses, medications and context from free text. See how it works, where it fails and how to evaluate it safely.
Clinical Decision Support AI Without the Alert Fatigue
Clinical decision support AI fails when alerts get ignored. Learn how override data, tiering and workflow design reduce alert fatigue safely.
Predictive Analytics in Healthcare: Why Validation Matters
Predictive analytics in healthcare can flag deterioration and readmission risk, but calibration, local validation and workflow fit decide real value.
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