Modernizing Front-line Training

Business Problem

A large public‑sector organization needed to modernize its frontline training materials. I conducted a full review, or training needs analysis.

One of the problems that was uncovered was that existing “rubrics” were lengthy, checklist‑style documents that varied widely in quality and weren’t aligned with formal training programs.

This created challenges with reporting on training effectiveness, suitability decisions, and instructor continuity which did not support the defensibility of the program. Training metrics were difficult to draw conclusions from, and there was inconsistency in learner assessments.

The Challenge

Frontline staff were assessed using pages of checklists that:

lacked clear behavioural expectations
weren’t connected to classroom training
didn’t support consistent evaluation
and were difficult for coaches to use in real operational contexts.

The goal was to create clear, observable behaviours that could be used across both on‑the‑job and formal training environments.

AI‑Supported Workflow

I used AI to accelerate the analysis and reframing process:

Rubric Decomposition AI helped break down large, inconsistent rubrics into underlying behaviours and operational expectations.
Behaviour Reframing I used AI to re‑express these behaviours in competency‑based language focused on clarity, observability, and practical application.
Human Refinement I, collaborating with other Curriculum Designers, reviewed and refined all AI‑generated outputs to ensure accuracy, alignment with adult learning principles, and relevance to real frontline work.
Frontline Validation Sessions We facilitated structured workshops with frontline members to validate behavioural accuracy, adjust language, and ensure the competencies reflected actual operational practice.

Solution

A streamlined behavioural competency framework that:

replaces multiple inconsistently leveled rubrics,
aligns on‑the‑job training with classroom instruction,
provides clear, observable behaviours,
and supports consistent assessment across teams.

Impact

The new validated competency framework:

improved clarity and usability for frontline operational staff and coaches,
strengthened alignment between training environments and instructors,
created a foundation for future assessment tools and learning pathways,
and significantly reduced analysis time through AI‑supported workflows.

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