Back to Showcase
Field Notes · L&D × AI

Insights on the future of learning.

Data-driven essays on learning analytics, AI-native instruction, skills strategy, and the operating model rewiring the modern L&D function — written from the build floor, not the sidelines.

16 essays live · more in the works
L&D Strategy

How to Transition an L&D Team from Order-Takers to Performance Consultants

Stop building courses for every request. The step-by-step guide to elevating your team's posture and solving actual business problems.

11 min Aug 6, 2026
Learning Science

Balancing Autonomous AI Generation with Psychological Safety

As AI tutors take the wheel, maintaining psychological safety requires intentional human oversight and transparent guardrails.

10 min Jul 30, 2026
AI in Learning

The Future of the L&D Operating Model in the Age of AI

AI isn't just a new authoring tool; it's a fundamental rewiring of how the L&D function operates, scales, and delivers value.

12 min Jul 23, 2026
Performance

Change Management & Stakeholder Alignment

Without stakeholder alignment, the best learning programs become shelfware. The executive playbook for driving true behavioral change.

8 min Jul 16, 2026
Skills Strategy

Strategic L&D Frameworks & Talent Architecture

Why disconnected training programs fail, and how a unified talent architecture aligns capability development directly with business strategy.

10 min Jul 9, 2026
L&D Strategy

Budgeting, Vendor, and Team Management in a Lean Era

Strategic allocation of L&D resources requires ruthless prioritization. How to manage vendors and structure teams for maximum leverage.

9 min Jul 2, 2026
Learning Analytics

Business Impact and ROI: The Metric That Matters

Vanity metrics like completion rates won't save your budget. How to build a defensible ROI model that CFOs actually respect.

11 min Jun 25, 2026
Content Strategy

The Content Half-Life Crisis

Your learning library is decaying faster than you can rebuild it. Engineering content for continuous freshness in an age of accelerating change.

9 min Jun 18, 2026
Skills Strategy

AI Fluency as a Core Competency

Why AI fluency is becoming the literacy of the modern workforce — and how to build it across an organization without turning everyone into a prompt engineer.

11 min Jun 11, 2026

Let's build your capability engine.

Currently advising on AI-in-learning strategy and scaling modern L&D functions.

Get in touch
not.jitin@gmail.com LinkedIn