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IDA: Learning Strategy & Blueprint Engine

PrototypeAI-EnabledLearning Strategy
IDA Instructional Design Agent listing on ClawHub displayed on a landscape iPad, showing installation instructions, versions and project information

Problem

Instructional designers and L&D teams are often handed messy discovery inputs, client briefs, SME transcripts, policy dumps, job descriptions or performance-gap notes, and expected to jump straight into building courses. The real risk is solving the wrong problem: training is recommended when a workflow fix, job aid or process change would be better, or the wrong instructional framework is chosen. Starting with slides wastes time and produces learning that doesn't stick.

Solution

IDA (Instructional Design Agent) is a learning strategy and blueprint engine. It analyses discovery input, decides whether training is actually appropriate, classifies the performance problem, selects the best-fit instructional framework, justifies the recommendation in plain English, and produces a structured, tool-agnostic strategy blueprint. It is designed for human oversight, it amplifies professional judgement rather than replacing it.

How people use it

  • Feed it discovery material: briefs, call notes, SME transcripts, policy documents or capability outlines.
  • IDA reviews the input and first checks whether training is the right response.
  • It classifies the performance problem and recommends the most suitable instructional approach.
  • It generates a clear strategy blueprint that can be used with any authoring tool or delivery method.
  • The designer reviews, adjusts and owns the final recommendation before any content is built.

Status & outcomes

Prototype / AI-enabled tool. Built by RETSA Group.

IDA is used to turn unstructured discovery inputs into justified learning strategies before any slides or modules are created. It keeps the focus on performance problems and fit-for-purpose design rather than defaulting to “build a course.”

Approach

Focused tool, not an over-engineered platform. Starts with the problem, not the solution. Tool-agnostic blueprints mean the strategy can be executed in whatever authoring or delivery environment the team already uses. Human review is built into every step.

What IDA does not do

  • It does not generate finished courses, slides or eLearning modules.
  • It does not replace the instructional designer's professional judgement or final sign-off.
  • It is not a full learning-management or content-authoring system.
  • Outputs remain recommendations that require human validation against organisational context and constraints.

Tech Stack

  • ClawHub Skill Framework - Agent deployment and distribution platform
  • Structured Prompt Architecture - Domain-constrained reasoning design
  • Role-Based System Definition - Encodes instructional design persona and methodology
  • Iterative Validation Testing - Real-world scenario testing for instructional alignment

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