A tailored course, built for your situation
Sources and specific examples on hand when peers push back
Build unshakable technical grounding in AVEVA PI system design and data architecture decisions
$199 one-time
24-hour access provisioning
30-day money-back guarantee
Hand-built implementation playbook
12 modules. 12 chapters per module. 144 chapters total.
12 modules, each with 12 chapters (144 chapters total), text-based, plus downloadable templates and a hand-built implementation playbook delivered alongside course access.
Who this is for
Industrial data engineers and AVEVA PI specialists working in consulting or systems integration roles, responsible for designing, deploying, and justifying historian-based data architectures to technical peers and client stakeholders.
Who this is not for
Entry-level users relying on default PI configurations, or those not involved in architectural decision-making or peer-level technical defense.
What you walk away with
- Articulate the reasoning behind PI Point configurations using documented patterns and real-world precedents
- Reference AVEVA documentation and engineering whitepapers fluently during peer review sessions
- Demonstrate data modeling choices with side-by-side comparisons from similar industrial implementations
- Respond to pushback on tag naming, data archiving, or interface design with specific examples from deployment history
- Build reusable justification packets for common design decisions, reducing time spent in re-debates
The 12 modules (with all 144 chapters)
Module 1. When Peer Challenge Meets PI Design
Explore real-world scenarios where AVEVA PI configurations faced technical scrutiny and how response quality determined project momentum. Learn to anticipate pressure points in data architecture conversations.
12 chapters in this module
- Challenge moment in steel plant historian rollout
- Peer pushback on AF template structure
- Why tag naming conventions spark debate
- Historian retention settings under review
- Interface design questioned by controls team
- Alarm management approach called into question
- Data aggregation method challenged
- Security model scrutiny from OT team
- Redundancy setup put to test
- Naming standard alignment debate
- Event frame logic under inspection
- Data quality thresholds disputed
Module 2. Mapping Decisions to AVEVA Sources
Learn to anchor each PI system decision in official AVEVA guidance, technical notes, and architecture playbooks. Build source-backed responses for common design choices.
12 chapters in this module
- Locating PI server sizing guidelines
- Finding AF hierarchy best practices
- Official tag naming whitepaper reference
- PI Interface error handling docs
- Data compression rules source location
- Event frame template standards
- Security role design documentation
- PI-to-cloud sync configuration guide
- Alarm priority matrix source
- Asset model inheritance rules
- Data retention policy reference
- Batch tracking implementation note
Module 3. Industrial Precedent Database
Access and apply decision patterns from power, pharma, oil and gas deployments. Use real implementations as evidence in design justification.
12 chapters in this module
- Power plant tag naming example
- Pharma batch tracking pattern
- Refinery historian segmentation
- Mining site interface design
- Water treatment data model
- Chemicals alarm strategy
- Pulp and paper AF structure
- Food and beverage batch logic
- Gas compression monitoring setup
- Steel mill event framing
- Pharma 21 CFR Part 11 setup
- Oil sands data aggregation
Module 4. Building the Justification Packet
Assemble response-ready materials for frequent design debates: configuration screenshots, comparison tables, and source excerpts tailored to recurring peer challenges.
12 chapters in this module
- Template for PI Point debates
- AF structure comparison table
- Tag naming justification memo
- Data retention decision matrix
- Alarm strategy reference sheet
- Security role justification pack
- Interface error handling summary
- Batch tracking design packet
- Event frame logic document
- Data quality threshold brief
- Redundancy setup evidence set
- Sync frequency rationale pack
Module 5. Defending Data Modeling Choices
Strengthen responses to challenges on asset frameworks, event frames, and data hierarchies using industrial examples and official design principles.
12 chapters in this module
- Why asset inheritance matters
- Event frame timing logic
- Batch template structure
- Production phase modeling
- Equipment state tracking
- Downtime categorization
- Quality flag implementation
- Maintenance event modeling
- Process stage definitions
- Shift handover data flow
- Batch reconciliation logic
- Production loss tracking
Module 6. Responding to Configuration Pushback
Equip yourself with direct responses to common criticisms of PI Server, PI AF, and data interface setups, grounded in deployment history and technical rationale.
12 chapters in this module
- PI Server memory allocation
- Interface node clustering
- Data update frequency setting
- Tag description standard
- Element search optimization
- Attribute naming consistency
- Security group structure
- Data purge policy
- Backup schedule rationale
- SSL setup justification
- Firewall rule exceptions
- Time zone handling
Module 7. Navigating Cross-Functional Reviews
Anticipate questions from controls, IT, cybersecurity, and operations teams. Prepare targeted evidence for each stakeholder type.
12 chapters in this module
- Controls team: data timing concerns
- IT: infrastructure alignment
- Cybersecurity: access model
- Operations: alarm clarity
- Maintenance: downtime tracking
- Quality: batch data accuracy
- Compliance: audit readiness
- Engineering: change control
- Project management: scope
- Client reps: reporting logic
- Data science: ML readiness
- Management: KPI visibility
Module 8. Precedent-Based Comparison Tables
Create side-by-side comparisons of design options using real implementations to neutralize subjective debate and focus on proven patterns.
12 chapters in this module
- AF template A vs B
- Tag naming scheme comparison
- Data retention options
- Alarm handling patterns
- Security model options
- Batch tracking methods
- Event frame approaches
- Interface configuration
- Data sync frequency
- Redundancy levels
- Access role sets
- Reporting pipelines
Module 9. Architectural Decision Records
Document key choices with rationale, sources, and implications to create reusable defense assets and reduce future debate cycles.
12 chapters in this module
- Template for PI Point decisions
- AF structure ADR format
- Tag naming ADR
- Data retention ADR
- Alarm priority ADR
- Security model ADR
- Interface configuration ADR
- Batch tracking ADR
- Event framing ADR
- Data quality ADR
- Sync frequency ADR
- Change control ADR
Module 10. From Reactive to Proactive Defense
Shift from responding to criticism to leading with preemptive justification, embedding defensibility into standard deliverables.
12 chapters in this module
- Design doc cover page
- Pre-submission checklist
- Peer review anticipation
- Client-facing rationale
- Internal sign-off prep
- Audit readiness package
- Handover documentation
- Change request defense
- Upgrade justification
- Decommission rationale
- Migration strategy
- Lessons learned integration
Module 11. Speaking with Technical Authority
Refine verbal and written communication to project confidence, clarity, and deep grounding in AVEVA systems without over-explaining or conceding prematurely.
12 chapters in this module
- Opening lines for pushback
- Citing sources smoothly
- Using precedent naturally
- Avoiding over-defending
- Acknowledging concerns
- Pivoting to evidence
- Handling senior challenges
- Keeping responses concise
- Using data model visuals
- Phrasing trade-offs
- Clarifying assumptions
- Closing with confidence
Module 12. Continuous Defense Development
Establish a personal library of references, examples, and templates that grows more powerful with each project, compounding your influence over time.
12 chapters in this module
- Weekly source review
- Project debrief capture
- Peer feedback archive
- Template updates
- Precedent logging
- Source documentation
- Client question tracking
- Internal review notes
- Lessons database
- Evidence folder structure
- Searchable indexing
- Defense capability roadmap
How this maps to your situation
- Peer questions a tag naming standard
- Controls team challenges historian configuration
- Senior engineer pushes back on AF design
- Client requests changes to event frame logic
Before vs. after
Before
Responding to peer challenges on an ad hoc basis, relying on memory or informal justification.
After
Walking into any technical review with documented sources, industrial precedents, and structured justification packets ready.
What's included with your purchase
- 12 modules with 12 chapters each (144 chapters)
- Downloadable templates and worked examples for every module
- Hand-built implementation playbook delivered alongside course access
- 30-day money-back guarantee
Delivery and format
- Course and learning environment access provisioned within 24 hours of purchase
- Hand-built implementation playbook delivered alongside course access
Format: Text-based modules and chapters in the Art of Service learning environment, plus downloadable templates and worked examples for every chapter, plus the hand-built implementation playbook delivered alongside course access.
Time investment: Approximately 3 hours per module, designed to be completed incrementally alongside active projects.
How this compares to the alternatives
Unlike generic AVEVA certifications, this course focuses specifically on the reasoning and reference skills needed to defend design choices in real-time technical discussions, not just pass exams or understand features.
Frequently asked
How is this different from AVEVA’s official training?
Official training covers system features and setup. This course teaches you how to defend your design choices using sources, precedents, and structured reasoning, skills not covered in standard certifications.
How is the course structured?
12 modules, each containing 12 chapters (144 chapters total).
Will this help me in client-facing reviews?
Yes. You’ll gain ready-to-use justification packs and response patterns used in similar industrial settings, increasing your credibility during client technical reviews.
$199 one-time. Approximately 3 hours per module, designed to be completed incrementally alongside active projects..
Within 24 hours your account in the learning environment is provisioned and the tailored implementation playbook is delivered alongside it.
30-day money-back guarantee·
144 chapters·
Hand-built playbook included·
Account access within 24 hours