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The Edify Journal.

Notes from the classroom, curriculum decisions, placement lessons and practical guidance for building an AI-native career.

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Featured · Curriculum

Inside the sprint that rebuilt our ServiceNow track around AI Agent Studio

What changed, why it changed, and what learners noticed when agents moved from the final module to the centre of the program.

Read the story →
01 · Browse by topic

Find the resource for your next decision.

Search across role guides, articles, interview preparation, demos, events and ebooks.

12 resources foundUse topic and resource type together to narrow the journey.
Knowledge hub

Forward Deployed AI Engineer

Understand the role, assess skills, compare adjacent roles and choose a learning path.

Guided journeyExplore →
Article

ServiceNow AI Agent Studio

A governed ITSM workflow covering tools, ACLs, testing, escalation and trace evidence.

11 min readRead →
Article

Production AI agent lifecycle

Scope, context, tools, guardrails, evaluation, deployment and monitoring.

12 min readRead →
Article

Semantic models for AI analytics

Business definitions, measures, metadata and access controls for trusted answers.

10 min readRead →
Interview guide

AI Engineer interview preparation

Practical preparation for applied AI engineering decisions and evidence.

Role preparationPrepare →
Interview guide

ServiceNow AI Agent Specialist

Role-specific questions across platform delivery, agents, governance and evaluation.

Role preparationPrepare →
Role guide

Data Analyst with AI

Understand the role, practical skills and evidence expected in AI-assisted analytics.

Career pathExplore →
Role guide

ServiceNow Administrator

Explore platform administration responsibilities, skills and progression.

Career pathExplore →
Demo

ServiceNow incident triage agent

Inspect a bounded workflow from incident context through governed escalation.

Practical demoWatch →
Ebook

Agentic Engineers Handbook

A practical guide to skills, systems, evaluation and production evidence.

HandbookRead →
Event

Free demo class

Observe the teaching approach and ask what a current learning path includes.

Live sessionView event →
Demo

Salesforce and Agentforce demo

Explore the platform learning path and current Agentforce delivery focus.

Free demoExplore →
02 · Practical guides

What we are learning now.

Source-backed guidance from instructors and curriculum teams—not generic AI commentary.

ServiceNow · AI Agents
Updated

A governed ITSM workflow in AI Agent Studio

Agent tools, ACLs, testing, escalation and trace evidence in incident triage.

11 min readRead →
AI Engineering
New

From prompt to production AI agent

Scope, tools, context, guardrails, evaluation, deployment and monitoring.

12 min readRead →
Power BI · Fabric
New

Why semantic models matter for AI analytics

Business definitions, measures, metadata and access controls for trusted answers.

10 min readRead →

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