Where AI Agents Help, and Where They Should Stop
A practical way to decide how much an AI agent should be allowed to do on its own
Insights
Essays on technology, healthcare and the ground between
Perspectives, observations and practical notes by Rohit on artificial intelligence, software, entrepreneurship, homoeopathy, health education and learning. Written to be useful, and careful about what is claimed.
All articles
11 articles
What a 2004 Neural Network Taught Me About AI
Rohit reflects on a 2004 IIT Roorkee internship predicting sunspot activity with a neural network, and what it still teaches about modern AI.
Starting Again: Studying Medicine After Engineering
Rohit on returning to school biology, qualifying NEET and studying BHMS after a career in engineering and business, and what learning across disciplines teaches.
Individualisation in Homoeopathy: Why One Diagnosis Is Not One Case
What individualisation means in homoeopathy, how case taking looks at the whole person, and the responsibilities and limits that come with it.
The Consultation Is the Data
Why clinic software often captures the easy fields and misses what matters in a consultation, and how to design healthcare systems that respect clinical work.
Responsible AI in Healthcare: A Practical Checklist
A practical checklist for evaluating AI tools in healthcare: purpose, evidence, human oversight, privacy, bias, workflow fit, accountability and monitoring.
Before You Automate, Draw the Process on Paper
A practical method for digital transformation: map the real process, find the friction, redesign with the team, then choose automation or AI.
What Telecom Billing Taught Me About Data Quality
Lessons from implementing telecom OSS/BSS systems for MTNL on mediation, reconciliation and data quality, and why they matter for AI and analytics.
Fifteen Years of Building Software for Everyday Businesses
Lessons from building business software since 2011 for distributors, clinics, restaurants, hotels and schools: customers, simplicity, support and staying power.
Prevention Starts With Ordinary Habits
General health education on prevention: why sleep, food, movement, stress, screening and knowing warning signs matter more than dramatic health fixes.
What Technology Leadership Means in a Small Company
What technology leadership looks like in small organisations: making architecture decisions, growing people, managing risk and staying close to customers.
No articles match those filters.
Themes
What the writing covers
Each category collects essays around one theme and links back to the part of the site where that theme is explained in full.
Artificial Intelligence
Practical notes on generative AI, AI agents and intelligent automation: where they help, where they need limits and how to put them to work responsibly.
Software
Engineering lessons from databases, enterprise systems and software built for daily operations.
Digital Transformation
How organisations change the way work gets done with technology, and why the process matters more than the tool.
Entrepreneurship
Building technology businesses from a small city in India: decisions, mistakes, customers and staying power.
Leadership
Technology leadership in small and growing organisations, where the leader still writes specifications and answers support calls.
Healthcare
Health education, prevention and the everyday realities of patient care, written for general readers and carefully bounded.
Homoeopathy
Individualisation, case taking and clinical observation in homoeopathy, discussed with professional responsibility.
Technology and Healthcare
AI in healthcare, clinical knowledge systems and digital workflows, with human judgement kept at the centre.
Learning
Going back to study, learning across disciplines and the habits that make continuous learning possible.
Personal Reflections
Personal essays on work, change and the connections between a life in technology and a life in medicine.
Editorial approach
How these essays are written
Every essay is written by Rohit from his own experience in technology, business and clinical training. Articles state what is known, separate opinion from fact, and avoid invented statistics or case stories. Where healthcare is discussed, the content is general education and never a substitute for consultation with a qualified practitioner.
Articles show a published date and, when revised, an updated date. Corrections are welcome through the contact page.
Longer work appears as books, listed on the About page, and Rohit also keeps a personal blog at rohitwp.com.
Conversations
Suggest a topic or respond to an essay
Thoughtful disagreement and good questions often become the next essay.
- Topic suggestions
- Corrections
- Guest discussions
- Media