SAFETY SUTRASBY KALLYAN KANTI PATEL
SAFETY SUTRAS

Building a safer industrial future.

Where industrial experience meets engineering, knowledge and innovation. Practical guidance and tools for the people who plan, lead and do the work.

Practical Safety. Safer Workplaces. A Brighter Tomorrow.Learn · Apply · Innovate

AI & the future of safety

Intelligent workplaces need safety in both directions.

A dedicated publication on what AI can do for safety, and what it takes to make AI itself safe to rely on.

01 / AI FOR SAFETY

Can it help us see risk sooner?

Computer vision, predictive analytics and decision support. Evaluated against evidence, not demonstrations.

  • Computer vision
  • PPE detection
  • Predictive analytics
  • AI-assisted JSA

What a PPE-detection pilot should prove

02 / SAFETY OF AI

Can we trust it, and stop it?

Human oversight, failure modes, privacy and governance for AI that informs safety decisions.

  • Human oversight
  • Automation bias
  • Worker privacy
  • NIST AI RMF

What real human oversight requires

Enter AI & Safety

A worker monitors a colleague entering a vessel through a manway, with gas detection equipment nearby

Industrial safety insights

Safety begins with understanding the work.

Hazard identification, energy isolation, confined spaces and incident learning. Explained plainly, linked to primary sources and written for the people closest to the hazard.

Industrial Safety division

Shift Starter

Before the work, make space to think.

A guided pre-shift check that turns your crew’s answers into a clear, printable shift brief. In about five minutes.

  1. Choose today’s work activities
  2. Flag conditions that could change the plan
  3. Check the key controls
  4. Add crew and job details
  5. Review your answers
  6. Create and print the brief
Cover of Safety Sutras: A Practical Question-and-Answer Guide to Industrial Safety and Health, Book 1

Published · Book 1

Safety Sutras: A Practical Question-and-Answer Guide to Industrial Safety and Health

A practical industrial safety reference for learning, revision and professional preparation.

7,500+ questions and answers · Kindle ebook and downloadable EPUB

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Amazon reference price ₹399 · You save ₹96 (24%).

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Founder & philosophy

Founder and philosophy

Safety is more than compliance. It is a responsibility.

KALLYAN KANTI PATEL · FOUNDER

Safety Sutras is the independent work of Kallyan Kanti Patel. An industrial safety professional who brings together field practice, engineering thinking, teaching, technical writing and a close interest in how AI will change industrial work.

The name is the method: a sutra is a short thread of knowledge, concise enough to remember and practical enough to act on.

01

Safety professional

02

Engineer

03

Educator

04

Author

05

Innovator

Read Kallyan’s story and approach

Latest articles

New in the Knowledge Hub.

See all 15 articles

Education & StandardsExplainer

Leading and lagging indicators: measuring safety before harm

Injury rates tell you what has already gone wrong. Leading indicators show whether the things that prevent harm are actually happening.

2 min read · Reviewed 30 October 2026
LeadershipField note

Stop-work authority only works if stopping is easy

Almost every site says anyone can stop the job. Whether people actually do depends on what happens the first time someone uses it.

2 min read · Reviewed 30 October 2026
LeadershipField note

Make toolbox talks a two-way conversation

A briefing works best when the crew helps make the plan workable. It should not be a speech to sit through or a signature to collect.

2 min read · Reviewed 30 October 2026
AI & SafetyResearch brief

Human oversight of AI: what it takes for a person to really be in control

“A human in the loop” only protects anyone if that person can understand the system, notice when it is wrong and stop it. The EU AI Act spells this out.

2 min read · Reviewed 30 October 2026
AI & SafetyTechnical explainer

Computer vision for PPE detection: what a pilot should prove

Camera-based detection of hard hats, vests or exclusion-zone breaches is easy to demonstrate and hard to validate. This is what to measure before you trust it.

2 min read · Reviewed 30 October 2026
AI & SafetyResearch brief

AI and worker safety: potential, limits and questions

A source-linked discussion of where AI may affect occupational safety, and how to assess its limitations before relying on it.

2 min read · Reviewed 30 October 2026