SA-AIRS
SA-AIRS is Sriram Advisory's structured lens for interpreting role exposure, career durability, and the pressure a profession may face as AI and automation reshape work.
Read the frameworkCareer resources
Useful questions before a career decision
I use these conceptual frameworks to examine role exposure, changing work and professional positioning. Each page explains a distinct approach, an illustrative application and its limits.
Choose the question you are working through
Replaceability Curve
The Replaceability Curve explains how professional value can erode gradually when parts of work become easier, cheaper, faster, or less dependent on human ownership.
Read the frameworkAI Leverage Ladder
The AI Leverage Ladder describes the progression from basic tool usage to stronger professional leverage through judgment, workflow ownership, and decision influence.
Read the frameworkCareer Positioning Audit
The Career Positioning Audit is a structured way to evaluate how clearly a professional profile communicates value, depth, direction, and market relevance.
Read the frameworkUse a framework to open the discussion
A model helps organise questions; its name does not establish that it is scientifically validated. Compare its interpretation with your actual tasks, responsibilities and market context.
These frameworks support career reflection. For a business delivery or technology decision, start with the consulting engagements.