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Guided AB-731 Domain 3
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AB-731 Study Guide

Domain 1: Identify the Business Value of Generative AI Solutions

  • Generative AI vs Traditional AI: What's the Difference?
  • Choosing the Right AI Solution for Your Business
  • AI Models: Pretrained vs Fine-Tuned
  • AI Cost Drivers and ROI: Tokens, Pricing, and Business Cases
  • Challenges of Generative AI: Fabrications, Bias & Reliability
  • When Generative AI Creates Real Business Value
  • Prompt Engineering: The Skill That Multiplies AI Value
  • RAG and Grounding: Making AI Use YOUR Data
  • Data Quality: The Make-or-Break Factor for AI
  • When Traditional Machine Learning Adds Value
  • Securing AI Systems: From Application to Data

Domain 2: Identify Benefits, Capabilities, and Opportunities for Microsoft AI Apps and Services

  • Mapping Business Needs to Microsoft AI Solutions
  • Copilot Versions: Free, Business, M365, and Beyond
  • Copilot Chat: Web, Mobile & Work Experiences
  • Copilot in M365 Apps: Word, Excel, Teams & More
  • Copilot Studio & Microsoft Graph: Building Smarter Solutions
  • Researcher & Analyst: Copilot's Power Agents
  • Build, Buy, or Extend: The AI Decision Framework
  • Microsoft Foundry: Your AI Platform
  • Azure AI Services: Vision, Search & Beyond
  • Matching the Right AI Model to Your Business Need

Domain 3: Identify an Implementation and Adoption Strategy

  • Responsible AI and Governance: Principles That Protect Your Business Free
  • Setting Up an AI Council: Strategy, Oversight & Alignment Free
  • Building Your AI Adoption Team Free
  • AI Champions: Your Secret Weapon for Adoption Free
  • Data, Security, Privacy & Cost: The Four Pillars of AI Readiness Free
  • Copilot & Azure AI Licensing: Every Option Explained Free

AB-731 Study Guide

Domain 1: Identify the Business Value of Generative AI Solutions

  • Generative AI vs Traditional AI: What's the Difference?
  • Choosing the Right AI Solution for Your Business
  • AI Models: Pretrained vs Fine-Tuned
  • AI Cost Drivers and ROI: Tokens, Pricing, and Business Cases
  • Challenges of Generative AI: Fabrications, Bias & Reliability
  • When Generative AI Creates Real Business Value
  • Prompt Engineering: The Skill That Multiplies AI Value
  • RAG and Grounding: Making AI Use YOUR Data
  • Data Quality: The Make-or-Break Factor for AI
  • When Traditional Machine Learning Adds Value
  • Securing AI Systems: From Application to Data

Domain 2: Identify Benefits, Capabilities, and Opportunities for Microsoft AI Apps and Services

  • Mapping Business Needs to Microsoft AI Solutions
  • Copilot Versions: Free, Business, M365, and Beyond
  • Copilot Chat: Web, Mobile & Work Experiences
  • Copilot in M365 Apps: Word, Excel, Teams & More
  • Copilot Studio & Microsoft Graph: Building Smarter Solutions
  • Researcher & Analyst: Copilot's Power Agents
  • Build, Buy, or Extend: The AI Decision Framework
  • Microsoft Foundry: Your AI Platform
  • Azure AI Services: Vision, Search & Beyond
  • Matching the Right AI Model to Your Business Need

Domain 3: Identify an Implementation and Adoption Strategy

  • Responsible AI and Governance: Principles That Protect Your Business Free
  • Setting Up an AI Council: Strategy, Oversight & Alignment Free
  • Building Your AI Adoption Team Free
  • AI Champions: Your Secret Weapon for Adoption Free
  • Data, Security, Privacy & Cost: The Four Pillars of AI Readiness Free
  • Copilot & Azure AI Licensing: Every Option Explained Free
Domain 3: Identify an Implementation and Adoption Strategy Free ⏱ ~13 min read

Copilot & Azure AI Licensing: Every Option Explained

From free Copilot Chat to Azure AI commitment tiers β€” understand every licence type, pricing model, and prerequisite so you can build the right business case.

The Copilot licensing landscape

β˜• Simple explanation

Think of Copilot like a gym membership with different tiers.

There’s a free tier (Copilot Chat) that anyone with a Microsoft 365 account can use β€” like a free gym pass that lets you use the treadmill. Then there are paid tiers that unlock more: Microsoft 365 Copilot (~$30/user/month) gives you AI in Word, Excel, PowerPoint, Teams, and more β€” like a full gym membership with all equipment.

Azure AI is different β€” it’s more like a pay-per-use gym where you swipe a card for every machine you use. Good for custom AI apps where usage varies.

Microsoft offers Copilot across a spectrum of price points and capabilities. The exam tests three dimensions:

  1. Copilot licence types: Free (Copilot Chat), per-user monthly (Copilot for Microsoft 365), and bundled (Microsoft 365 E7).
  2. Azure AI pricing models: Pay-as-you-go (per API call/token), commitment tiers (volume discount), and Copilot Studio consumption-based billing.
  3. Prerequisites: Many Copilot licences require a qualifying base licence (E3, E5, Business Standard/Premium). You can’t just buy Copilot β€” you need the foundation first.

Copilot licence types

Copilot Chat (free, included with Microsoft 365)

Copilot Chat is available at no extra cost to anyone with a Microsoft 365 commercial licence. It provides:

  • Web-grounded AI chat with enterprise data protection (answers from the internet, not your organisation’s data)
  • No access to organisational data through Microsoft Graph
  • Basic document generation and summarisation
  • Available at copilot.microsoft.com and in the Microsoft 365 app

Limitation: Copilot Chat does NOT access your organisational data (emails, files, meetings). It works like a smarter search engine, not a work assistant.

Copilot for Microsoft 365 (~$30/user/month add-on)

This is the flagship enterprise product. It adds AI capabilities directly into the Microsoft 365 apps people already use:

AppWhat Copilot does
WordDraft documents, rewrite text, summarise long documents
ExcelAnalyse data, create formulas, generate charts from natural language
PowerPointCreate presentations from prompts or documents, design slides
OutlookSummarise email threads, draft replies, prioritise inbox
TeamsSummarise meetings, generate action items, catch up on missed conversations
Business ChatCross-app queries: β€œWhat did the team discuss about Project X this week?” (searches emails, chats, files, meetings)

Key difference from Copilot Chat: Microsoft 365 Copilot provides web + work grounding. It uses the Microsoft Graph to search your emails, files, calendar, and Teams conversations β€” and embeds AI directly into M365 apps.

Prerequisites: Qualifying M365 licence required β€” common qualifying plans include E3, E5, Business Basic, Business Standard, Business Premium, and F1/F3. See the official list for the full set.

Microsoft 365 Business Copilot ($21/user/month)

Designed for small and medium businesses (up to 300 users). Similar capabilities to Copilot for Microsoft 365 but bundled differently.

Prerequisites: Requires Microsoft 365 Business Standard or Business Premium.

Microsoft 365 E7 (~$99/user/month bundle β€” launching 2026)

Microsoft 365 E7 (launching 2026) bundles E5, Copilot, and advanced security at $99/user/month. Instead of buying E5 ($57) and Copilot ($30) separately ($87 total), E7 provides both plus additional AI capabilities for ~$99.

When E7 makes sense: Organisations that are deploying Copilot to most or all E5 users. The bundle simplifies licensing and provides incremental AI features.

πŸ’‘ Exam tip: Know the prerequisites

The exam loves prerequisite questions. Key rule: Copilot for Microsoft 365 requires a qualifying base licence. Common qualifying plans include E3, E5, Business Basic, Business Standard, Business Premium, and F1/F3. If someone asks to deploy Copilot and they only have Microsoft 365 Basic, the answer is β€œupgrade first.”

Memory aid: Copilot is an ADD-ON β€” it adds AI to existing Microsoft 365 apps. No apps, no Copilot.

Copilot licence comparison

Copilot licence types β€” from free to full enterprise. Prices shown are approximate list prices and may vary by agreement and region.
FeaturePriceData accessBest for
Copilot Chat (free)$0 β€” included with any M365 commercial licenceWeb only β€” no access to organisational dataEveryone β€” basic AI chat, web research, simple tasks
Copilot for Microsoft 365~$30/user/month add-onFull organisational data via Microsoft GraphKnowledge workers who live in M365 apps (Word, Excel, Teams, Outlook)
M365 Business Copilot$21/user/month add-onFull organisational data via Microsoft GraphSMBs (up to 300 users) on Business Standard/Premium
Microsoft 365 E7~$99/user/month (bundle: E5 + Copilot + extras) β€” launching 2026Full organisational data via Microsoft GraphEnterprises deploying Copilot broadly alongside E5

Azure AI pricing models

For organisations building custom AI solutions (not just using Copilot), Azure AI services have their own pricing models.

Pay-as-you-go (PAYG)

  • How it works: You pay per API call or per 1,000 tokens consumed
  • No upfront commitment. Use as much or as little as you need.
  • Best for: Prototyping, variable workloads, early-stage applications where usage is unpredictable
  • Risk: Costs can spike unexpectedly with high usage

Commitment tiers (prepaid)

  • How it works: You commit to a minimum monthly spend and receive a lower per-unit price in return
  • Volume discount. The more you commit, the lower the unit cost.
  • Best for: Production applications with steady, predictable usage
  • Risk: You pay the committed amount even if you use less

Copilot Studio capacity (consumption-based billing)

  • How it works: AI agent interactions are billed on a consumption basis β€” metered usage based on agent activity
  • Scales with actual usage rather than pre-purchased packs
  • Best for: Custom Copilot agents built in Copilot Studio for specific business processes
  • Important: Copilot Studio is included with Copilot for Microsoft 365 licences (limited use), but heavy agent usage requires additional capacity
Azure AI pricing models β€” choose based on predictability and volume
FeatureHow you payCost predictabilityBest for
Pay-as-you-goPer API call or per 1,000 tokensLow β€” varies with usagePrototyping, variable workloads, unpredictable usage
Commitment tierPrepaid monthly minimum at a discountHigh β€” fixed monthly spendProduction apps with steady, predictable usage
Copilot Studio (consumption)Metered usage β€” consumption-based billingMedium β€” scales with agent activityCustom AI agents with moderate, growing usage
πŸ’‘ Exam tip: PAYG vs commitment tiers

The exam tests scenario-based pricing decisions. Key rule:

  • Unpredictable or new workload? Pay-as-you-go. No commitment, no waste.
  • Steady production workload? Commitment tier. Lower unit cost, predictable budget.
  • Custom agent? Copilot Studio consumption-based billing. Scales with agent usage.

The trap answer is usually β€œcommitment tier” for a prototype (wasteful if usage is low) or β€œPAYG” for a high-volume production app (expensive without a discount).

Which model for which scenario?

ScenarioRecommended licence/modelWhy
200 consultants need AI in Word, Excel, TeamsCopilot for Microsoft 365 (~$30/user/month)They need organisational data access in the apps they already use
Small business (50 employees) on Business PremiumM365 Business Copilot ($21/user/month)Lower cost option designed for SMBs
Any employee who wants basic AI chatCopilot Chat (free)No cost; good starting point, but no organisational data
Custom customer service chatbot on AzureAzure AI PAYG (prototype), then commitment tier (production)Start with PAYG to test; move to commitment tier when usage stabilises
Internal HR agent built in Copilot StudioCopilot Studio consumption-based billingAgent interactions are metered; consumption scales with usage
Large enterprise deploying Copilot + E5 to all staffMicrosoft 365 E7 (~$99/user/month, launching 2026)Simplified SKU; potentially cheaper than separate E5 + Copilot

Scenario: Priya builds the licensing business case

πŸ’° Priya Sharma (CFO, Meridian Consulting) needs to build the business case for AI licensing across Meridian’s 200 consultants.

Current state: All 200 consultants have Microsoft 365 E5 licences (~$57/user/month).

Option A: Copilot for Microsoft 365 add-on

  • Cost: 200 users x ~$30/month = ~$6,000/month = ~$72,000/year
  • Total M365 cost: ~$57 + ~$30 = ~$87/user/month

Option B: Upgrade to Microsoft 365 E7 (launching 2026)

  • Cost: 200 users x ~$99/month = ~$19,800/month = ~$237,600/year
  • Savings vs separate E5 + Copilot: 200 x (~$87 - ~$99) = ~-$2,400/month MORE expensive
  • But E7 includes additional AI features beyond Copilot

Priya’s recommendation: Start with Option A (add Copilot to existing E5). The $72,000/year is straightforward and keeps existing E5 licensing untouched. Evaluate E7 in 12 months once additional AI features are available and their value can be assessed.

Phased rollout to manage cost:

  1. Month 1-3: 50 power users (pilot) β€” $1,500/month
  2. Month 4-6: Expand to 120 consultants β€” $3,600/month
  3. Month 7+: Full 200 consultants β€” $6,000/month

ROI target: Each consultant saves 4+ hours/week to justify the $30/month investment. At an average billing rate of $150/hour, 4 hours = $600/week of recaptured productivity β€” 20x the licence cost.

ℹ️ Base licence prerequisites β€” quick reference

Copilot for Microsoft 365 requires a qualifying M365 licence. Common qualifying plans include:

  • Microsoft 365 E3, E5, or E7
  • Microsoft 365 Business Basic, Business Standard, or Business Premium
  • Microsoft 365 F1 or F3
  • Office 365 E3 or E5

See the official Microsoft documentation for the complete and current list.

Copilot for Microsoft 365 does NOT work with:

  • Microsoft 365 Basic (consumer/low-tier)
  • Exchange Online standalone plans

Always check the base licence BEFORE purchasing Copilot.

Key flashcards

Question

What is the difference between Copilot Chat (free) and Microsoft 365 Copilot (~$30/user/month)?

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Answer

Copilot Chat is web-grounded only β€” enterprise data protection but no access to organisational emails, files, or meetings through Graph. Available at copilot.microsoft.com. Microsoft 365 Copilot is web + work grounded via Microsoft Graph and works inside Word, Excel, PowerPoint, Outlook, and Teams.

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Question

What base licences qualify for Copilot for Microsoft 365?

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Answer

Qualifying M365 licence required β€” common qualifying plans include E3, E5, Business Basic, Business Standard, Business Premium, and F1/F3. See the official list for the full set. You cannot buy Copilot for Microsoft 365 without a qualifying base licence.

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Question

What are the three Azure AI pricing models?

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Answer

1. Pay-as-you-go (per API call or per 1,000 tokens β€” best for prototyping). 2. Commitment tiers (prepaid monthly minimum at a discount β€” best for production). 3. Copilot Studio consumption-based billing (metered usage for custom agents).

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Question

When should you use PAYG vs commitment tiers for Azure AI?

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Answer

PAYG: unpredictable or new workloads, prototyping, variable usage. Commitment tiers: steady production workloads with predictable usage β€” you get a lower unit cost in exchange for a minimum monthly spend.

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Question

What is Microsoft 365 E7?

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Answer

Microsoft 365 E7 (launching 2026) bundles E5, Copilot, and advanced security at ~$99/user/month. Simplifies licensing for enterprises deploying both E5 and Copilot broadly.

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Knowledge check

Knowledge Check

Priya reviews the licensing requirements for a client with 300 employees on Microsoft 365 Basic. The CEO wants to deploy Copilot for Microsoft 365. What must happen first?

Knowledge Check

Ravi is building a custom AI-powered quality inspection tool for TechVantage's manufacturing line. Usage is unpredictable during the pilot but expected to stabilise at high volume in production. Which Azure AI pricing strategy should he follow?

Knowledge Check

Priya is comparing costs. 200 users on E5 (~$57/user) adding Copilot (~$30/user) = ~$87/user. E7 costs ~$99/user. What should she recommend?

🎬 Video coming soon

You’ve completed Domain 3: Identify an Implementation and Adoption Strategy! You now understand responsible AI governance, AI councils, adoption teams, champion programs, readiness assessments, and licensing. These topics form a significant part of the AB-731 exam.

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