APM Training

Lesson 1 • Metrics That Define Product Success

Introduces outcome-based thinking using leading and lagging indicators. Connects business goals to measurable product metrics APMs will track daily.

Lesson 2 • Understanding Value and Customer Problems

Introduces the concept of customer value as the foundation of every product decision. Trains APMs to distinguish symptoms from root problems.

Lesson 3 • The Product Lifecycle Explained

Maps discovery through sunset across a product's life. Connects each phase to specific APM deliverables and decision points.

Lesson 4 • The APM's Stakeholder Ecosystem

Identifies internal and external stakeholders and their competing interests. Prepares APMs to navigate cross-functional dynamics from day one.

Lesson 1 • Research Planning and Scoping

Teaches how to frame research questions and choose appropriate methods. Prevents wasted effort by aligning research scope to specific product decisions.

Lesson 2 • Synthesising Research into Insights

Transforms raw data into actionable product insights using affinity mapping and thematic analysis. Produces artefacts that drive prioritisation and roadmap decisions.

Lesson 3 • Surveys and Quantitative Discovery

Introduces survey design principles and basic statistical literacy for APMs. Connects survey data to hypothesis validation and segmentation decisions.

Lesson 4 • Building and Validating User Personas

Creates evidence-based personas grounded in research rather than assumptions. Links personas to product decisions and feature prioritisation.

Lesson 1 • Opportunity Sizing and Market Context

Introduces top-down and bottom-up sizing methods to evaluate opportunity scale. Connects market context to prioritisation decisions and executive communication.

Lesson 2 • Assumption Mapping and Risk Identification

Surfaces hidden assumptions embedded in problem definitions and proposed solutions. Prioritises which assumptions carry the most risk and must be tested first.

Lesson 3 • From Insight to Problem Statement

Converts research insights into structured problem statements using proven formats. Prevents premature solution bias by anchoring teams to the user problem.

Lesson 1 • Roadmap Stakeholder Alignment

Manages the process of gaining buy-in for roadmap decisions across engineering, sales, and leadership. Addresses pushback and scope requests with structured responses.

Lesson 2 • Strategy Fundamentals for APMs

Defines product strategy as a set of choices about where to play and how to win. Distinguishes strategy from vision, goals, and execution plans.

Lesson 3 • Prioritisation Frameworks in Practice

Applies RICE, MoSCoW, and opportunity scoring to real backlog decisions. Builds judgment for when to use each framework based on context and data availability.

Lesson 4 • OKRs and Goal Cascading

Teaches the Objectives and Key Results framework and how product goals cascade from company strategy. Enables APMs to write measurable OKRs that guide team focus.

Lesson 1 • Product Requirements Documents

Covers PRD structure, scope definition, and the level of detail appropriate for different team sizes. Prevents over-specification whilst ensuring engineering has enough context.

Lesson 2 • User Stories and Acceptance Criteria

Teaches the user story format and how to write acceptance criteria that eliminate ambiguity. Connects story quality directly to engineering velocity and QA accuracy.

Lesson 3 • Technical Feasibility and Engineering Collaboration

Builds APM fluency in technical trade-offs to write more realistic requirements. Covers how to involve engineers early to surface constraints before commitments are made.

Lesson 4 • Working with Design on Specifications

Defines the handoff process between PM requirements and UX design work. Establishes shared vocabulary and feedback loops that reduce rework.

Lesson 1 • Retrospectives and Continuous Improvement

Facilitates retrospectives that produce actionable process improvements rather than complaints. Tracks improvement items across sprints to demonstrate team growth.

Lesson 2 • Backlog Management and Grooming

Teaches backlog creation, ordering, and refinement as ongoing PM responsibilities. Connects backlog health directly to sprint predictability and team confidence.

Lesson 3 • Daily Standups and Blocker Resolution

Optimises the daily standup format and trains APMs to identify and remove blockers quickly. Prevents standups from becoming status meetings that waste engineering time.

Lesson 4 • Agile Principles and Scrum Fundamentals

Grounds APMs in agile values and the Scrum framework before applying ceremonies. Distinguishes agile as a mindset from Scrum as a specific process.

Lesson 1 • Feature Flags and Staged Rollouts

Introduces controlled release techniques that reduce launch risk and enable fast rollback. Connects staged rollouts to data collection and hypothesis validation.

Lesson 2 • Go-to-Market Coordination

Aligns product, marketing, sales, and support around a unified launch narrative. Ensures each function has the information and assets needed to execute their launch role.

Lesson 3 • Launch Retrospective and Learning Capture

Conducts structured post-launch reviews to extract lessons that improve future launches. Documents decisions and outcomes to build institutional product knowledge.

Lesson 4 • Launch Planning and Readiness Criteria

Defines what launch readiness means across product, engineering, support, and marketing. Builds a launch checklist discipline that prevents costly post-launch scrambles.

Lesson 1 • Making Decisions Under Uncertainty

Develops frameworks for making product decisions when data is incomplete or ambiguous. Balances quantitative evidence with qualitative signals and business judgment.

Lesson 2 • Dashboards and Reporting for PMs

Builds PM-owned dashboards that communicate product health to different audiences. Establishes a reporting cadence that keeps stakeholders informed without overwhelming them.

Lesson 3 • Product Analytics Fundamentals

Introduces event tracking, funnel analysis, and cohort analysis as core PM tools. Connects instrumentation decisions to the quality of data available for future decisions.

Lesson 4 • Designing and Running A/B Tests

Covers hypothesis formation, test design, and statistical validity for product experiments. Prevents common experimentation errors that lead to false conclusions.