“The Microsoft Fabric implementation program gave our data engineering team a structured path from legacy pipelines to a modern lakehouse architecture.”
Enterprise Program Brief
Copilot Studio Agent Engineering
Engineer an employee-service agent that retrieves approved information and performs controlled business actions. Proposed instructor-led duration; delivery subject to environment and lab validation.
VNode ITeSPractitioner / specialist
Download Program Brief (PDF)Program Snapshot
Engagement scoped to cohort
Duration40 hours
FormatPrivate cohort
LevelPractitioner / specialist
Course CodeE01
- MCT-led delivery
- Private cohort / virtual ILT
- Typical response: 1 business day
Scoping call typically scheduled within one business day
VNode ITeS delivers Copilot Studio Agent Engineering as an MCT-led VNode ITeS program for Advanced agent builders, Developers, Consultants. Typical duration is 40 hours (Private cohort). Delivery stays scoped to how your teams will actually use the platform after the room empties. Private cohorts can shift emphasis by role mix, workspace or repo constraints, and rollout timing.
Audience Profile
Built for these roles
Advanced agent builders, Developers, Consultants
- Tailored Team Delivery
Overview
Executive overview
Engineer an employee-service agent that retrieves approved information and performs controlled business actions.
Environment and licensing
Isolated Power Platform environment with Dataverse Copilot Studio entitlement and consumption allowance where agents are used Maker access; delegated administrator for policy labs Two or more test personas and approved publishing channel Delivery depends on environment and lab validation. This outline does not include step-by-step lab instructions.
Prerequisites
- Foundational agent-building competence
- REST API and Power Fx readiness
- Copilot Studio Agent Building Foundations, or equivalent demonstrable experience
Program Outcomes
Capabilities your teams will gain
- Implement the integrated employee-service agent workflow
- Pass task, grounding, action-failure and regression cases
- Prove authentication, scoped connections and data-policy behaviour
- Provide a deployable solution package and operating handover
Enterprise Delivery
Private cohort delivery
VNode-designed, vendor-aligned instructor-led program. Scope role mix, delivery format, and rollout goals for your cohort.
Curriculum
Curriculum roadmap
Proposed instructor-led duration; delivery subject to environment and lab validation.
- Scope, orchestration and agent contracts
- Enterprise grounding and knowledge quality
- Business actions and integration
- Security, ALM and evaluation
- Integrated engineering capstone
1Module 1 · 8 hours
Scope, orchestration and agent contracts
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Module 1 · 8 hours
Scope, orchestration and agent contracts
Define the agent contract and test orchestration choices against representative tasks.
Workflow boundaries
- Define supported tasks and action boundaries
- Map success and escalation paths
Generative versus deterministic paths
- Choose deterministic topics versus generative orchestration
- Avoid using model choice to replace process controls
Instructions and tool descriptions
- Write tool descriptions that reflect actual capabilities
- Define required inputs and response contracts
Conversation state
- Manage conversational state and missing information
- Test repeated, ambiguous and out-of-order requests
Concept and design 4h · applied exercise 3h · review 1h. Included within module duration; no extra hours. Refine during delivery planning without silently changing published course hours.
Applied exercise: Scope, orchestration and agent contracts
Define the agent contract and test orchestration choices against representative tasks.
Expected output. Agent contract and orchestration baseline
Acceptance. The agent selects suitable routes and does not act outside its declared contract.
2Module 2 · 8 hours
Enterprise grounding and knowledge quality
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Module 2 · 8 hours
Enterprise grounding and knowledge quality
Prepare approved sources and test grounded responses with multiple personas.
SharePoint and Dataverse patterns
- Prepare authoritative SharePoint and Dataverse knowledge
- Map content ownership and update expectations
Permission boundaries
- Verify access through actual user identities
- Separate source filtering from prompt instructions
Freshness
- Detect stale or contradictory source content
- Define evidence and citation requirements
Conflicting or missing evidence
- Create grounded-answer and no-answer test cases
- Compare structured and document grounding behaviour
Concept and design 4h · applied exercise 3h · review 1h. Included within module duration; no extra hours. Refine during delivery planning without silently changing published course hours.
Applied exercise: Enterprise grounding and knowledge quality
Prepare approved sources and test grounded responses with multiple personas.
Expected output. Grounding dataset and permission tests
Acceptance. Reference answers are supported and persona tests show intended information boundaries.
3Module 3 · 8 hours
Business actions and integration
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Module 3 · 8 hours
Business actions and integration
Implement a request action with user confirmation and controlled failure handling.
Agent flows
- Specify action schemas and validation
- Distinguish action confirmation from authentication
REST and custom connectors
- Integrate REST/custom connector calls with scoped credentials
- Handle HTTP errors and incomplete responses
Adaptive cards
- Use adaptive cards for structured interaction where supported
- Validate card fields server-side
Input validation and idempotency
- Apply approval and idempotency to state changes
- Prevent duplicate execution after retries
Concept and design 4h · applied exercise 3h · review 1h. Included within module duration; no extra hours. Refine during delivery planning without silently changing published course hours.
Applied exercise: Business actions and integration
Implement a request action with user confirmation and controlled failure handling.
Expected output. Tested business action integration
Acceptance. The action handles invalid input, duplicate requests and service failure safely.
4Module 4 · 8 hours
Security, ALM and evaluation
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Module 4 · 8 hours
Security, ALM and evaluation
Deploy to test and demonstrate blocked connector usage and denied data access.
Authentication
- Choose authenticated channel and connection ownership
- Test unauthenticated and unauthorised access
Power Platform data policies
- Apply Power Platform data-policy restrictions
- Distinguish these from Purview sensitive-content policies
Solution deployment
- Package solutions, references and environment variables
- Promote through a controlled test environment
Evaluation and regression cases
- Evaluate task completion, grounding and unsafe requests
- Rerun regression tests after deployment
Concept and design 4h · applied exercise 3h · review 1h. Included within module duration; no extra hours. Refine during delivery planning without silently changing published course hours.
Applied exercise: Security, ALM and evaluation
Deploy to test and demonstrate blocked connector usage and denied data access.
Expected output. Release candidate and control test evidence
Acceptance. Release evidence includes both successful journeys and blocked unsafe/access cases.
5Module 5 · 8 hours
Integrated engineering capstone
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Module 5 · 8 hours
Integrated engineering capstone
Demonstrate an authenticated agent handling a complete service request and defend its limitations.
Task success
- Demonstrate a complete employee-service workflow
- Measure against the agreed task criteria
Failure recovery
- Recover from an unavailable tool or missing source
- Avoid claiming a failed request was completed
Telemetry
- Inspect available activity and operational evidence
- Document limits in the selected authoring experience
Support ownership
- Provide an owner, support route and change record
- Present residual risks and next steps
Concept and design 2h · applied exercise 4h · review 2h. Included within module duration; no extra hours. Refine during delivery planning without silently changing published course hours.
Capstone: Integrated engineering capstone
Demonstrate an authenticated agent handling a complete service request and defend its limitations.
Expected output. Assessed Copilot Studio engineering package
Acceptance. The capstone meets its acceptance contract with traceable grounding, action and control evidence.
Capstone
Demonstrate an authenticated agent handling a complete service request and defend its limitations. Assessed Copilot Studio engineering package Evidence of relevant access, quality and risk controls Demonstration and limitations record
Assessment
Scenario-based practical assessment Implement the integrated employee-service agent workflow 30% Pass task, grounding, action-failure and regression cases 25% Prove authentication, scoped connections and data-policy behaviour 25% Provide a deployable solution package and operating handover 20% Proposed VNode outline-level assessment; no vendor accreditation or completed lab validation implied.
Participant deliverables
- Assessed Copilot Studio engineering package
- Evidence of relevant access, quality and risk controls
- Demonstration and limitations record
Scope boundaries
Step-by-step lab instructions; Runnable solution code; Packaged source datasets; Executed environment validation
Delivery options
Count teaching hours, not calendar days. Exclude breaks. Split into 4-hour or 8-hour teaching sessions; schedule complex project work in contiguous blocks.
Delivery Models
Delivery models
Virtual ILTOnsiteHybridExecutive WorkshopBootcampWeekend
Engagement Fit
Engagement fit
- Private cohort delivery
- Practitioner / specialist practitioner depth
- Business outcome alignment
Enterprise Customization
Enterprise customization
Tailor this program to your organization's priorities: Engineer an employee-service agent that retrieves approved information and performs controlled business actions.
- Private cohort scheduling
- Equivalent-experience entry review
Resources
Program resources
Yes. Most enterprise clients prefer private delivery scoped to role mix, timezone, and rollout timeline. We align lab environments and scenarios to your tenant context where applicable.
Enterprise Proof
Trusted delivery outcomes
“We needed a partner who understood both the technical depth of Azure OpenAI and the governance requirements of an enterprise.”
Banking & Finance
Representative Enterprise Banking Team
The focus was not just on tooling knowledge, but on helping teams work from a shared operating model as they adopted a more modern data platform.
- Clearer platform operating model across teams
- Improved confidence in modern data stack adoption
Healthcare
Representative Healthcare Product Team
The engagement helped product and engineering stakeholders move from interest in AI to clearer implementation choices, security expectations, and prototyping discipline.
- Stronger alignment between product and engineering teams
- Improved clarity on prototype-to-production requirements
Delivery Capability
Enterprise-grade instruction
MCT-led delivery
Programs led by Microsoft Certified Trainer practitioners
Enterprise program oversight
Founder-led specialist delivery with structured rollout planning
Global delivery
APAC · EMEA · Americas · Virtual & Onsite
Implementation-focused
Hands-on labs aligned to production scenarios
