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Requs AI Training Series — Index

Navigating the IEEE 1633 and SAE 1025 FMEA

Ten training classes, each addressing a specific piece of software reliability engineering — mapped here to IEEE 1633, SAE 1025 FMEA, the DoW Reliable Software SOW, and the Requs AI product suite, so you can find the right class for the standard, task, or tool you're working with.

10 Classes
From identifying wasteful practices to a defensible release decision
2 Standards
Mapped to IEEE 1633 and SAE 1025 FMEA, clause by clause
DoW SOW Aligned
Tied directly to Reliable Software SOW tasks where applicable
01 — The 10 Classes

Every class in the Requs AI Training Series

Each class below stands on its own — take them in order, or jump straight to the one that matches what you're working on.

§1ROI

Identify Wasteful Development Practices

Covers

Characteristics of successful software organizations, where the bottlenecks are, and how to run a gap analysis against the software iron triangle.

Details
  • Duration: 1 Day
  • Prerequisites: None
  • Recommended for: Optima, Risk ID, or Predict users
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§2Program Risk

Identify Software Program Risks Early

Covers

Reasons software projects fail, software project risks, and the factors that separate successful programs from failed ones.

Details
  • Duration: 1 Day
  • Prerequisites: None
  • Recommended for: Risk ID or Predict users
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§3Defect Prediction

Predict Software Defects and When They Will Be Discovered

Covers

Defect density, defect removal efficiency, and predicting when defects will surface — in testing versus in operation — before code is written.

Details
  • Duration: .75 Day
  • Prerequisites: Identify Software Program Risks Early
  • Standards: IEEE 1633 clause 5.3.2
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§4RAM Predictions

Predict Software Failure Rate, Availability & Reliability

Covers

How to predict software failure rate, availability, and downtime — early enough to still change course if the requirement can't be met.

Details
  • Duration: 1 Day
  • Prerequisites: Reliable Software 101, Predict Software Defects
  • Standards: IEEE 1633 clause 5.3
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§5Edge Cases

The Most Common Edge Cases

Covers

Common software failure modes and edge cases from a real mission and safety-critical system — the 70% of defects that don't originate in code.

Details
  • Duration: 1 Day
  • Prerequisites: None
  • Recommended for: Edge Case users
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§6Design & Test

Design & Test for Hidden Edge Cases

Covers

How to design controls for hidden edge cases and how to actually test for them — beyond what "shall" testing and code coverage tools can catch.

Details
  • Duration: 1 Day
  • Prerequisites: The Most Common Edge Cases
  • Recommended for: Edge Case users
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§7Software FMEA

Software FMEA Training

Covers

Effective vs. ineffective FMEA examples, jump-starting the FMEA with the CDE, tagging hazards, 6D CDE FMEA as a safety analysis, and IEEE 1633 clause 5.2.2.

Details
  • Duration: 1 Day
  • Prerequisites: The Most Common Edge Cases
  • Standards: IEEE 1633 clause 5.2.2, SAE 1025 §7
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§8Error Budgets

System Availability Objectives & Error Budgets

Covers

Apportioning failures to software, combining software and hardware predictions, and establishing top-down or bottom-up reliable software allocations.

Details
  • Duration: Half Day
  • Prerequisites: None
  • DoW SOW: System Reliability Model, Software Allocation
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§9Fault Tree

Software Fault Tree Analysis

Covers

Why "software failed" isn't effective fault tree analysis, and how to describe what the software actually did wrong, guided by the CDE.

Details
  • Duration: 1 Day
  • Prerequisites: The Most Common Edge Cases
  • Uses: Common Defect Enumeration
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§10Growth Models

Software Reliability Growth Models

Covers

Collecting failure data, estimating model parameters, forecasting failure rate and MTBSF, and making a release decision per IEEE 1633 clause 5.5.

Details
  • Duration: 1 Day
  • Prerequisites: None
  • Standards: IEEE 1633 clause 5.4, clause 5.5
View the Class
02 — Standards & SOW Mapping

Mapping the classes to IEEE 1633, SAE 1025 FMEA & the DoW Reliable Software SOW

Where a class maps directly to a standard clause or a DoW Reliable Software SOW task, it's shown below. For the full set of SOW task resources, see Reliable Software Resources.

IEEE 1633 SAE 1025 FMEA training class clause mapping matrix

Each training class mapped to its specific IEEE 1633 clause, SAE 1025 FMEA section 7 applicability, and the DoW Reliable Software SOW task it supports.

Class
Standard / Clause
DoW SOW Task
§1 Identify Wasteful Development Practices
§2 Identify Software Program Risks Early
§3 Predict Software Defects
IEEE 1633 clause 5.3.2
§4 Predict Failure Rate, Availability & Reliability
IEEE 1633 clause 5.3
§5 The Most Common Edge Cases
Common Defect Enumeration
§6 Design & Test for Hidden Edge Cases
§7 Software FMEA Training
IEEE 1633 clause 5.2.2, SAE 1025 §7
§8 System Availability Objectives & Error Budgets
§9 Software Fault Tree Analysis
Common Defect Enumeration
§10 Software Reliability Growth Models
IEEE 1633 clause 5.4, clause 5.5
03 — Requs AI Product Mapping

Mapping the classes to the Requs AI product suite

Every class stands on its own without any Requs AI product — but each one pairs naturally with the tool covering the same ground.

Requs AI product training class mapping matrix

Each training class mapped to the Requs AI products it pairs with — a checkmark means the pairing is core to the class, "Optional" means the class stands on its own but the tool adds value.

Class
Pairs With
Product Page
§1 Identify Wasteful Development Practices
Requs AI Optima, Risk ID, or Predict
§2 Identify Software Program Risks Early
Requs AI Risk ID or Predict
§3 Predict Software Defects
Requs AI Predict
§4 Predict Failure Rate, Availability & Reliability
Requs AI Predict
§5 The Most Common Edge Cases
Requs AI Edge Case
§6 Design & Test for Hidden Edge Cases
Requs AI Edge Case
§7 Software FMEA Training
Requs AI Software FMEA
§8 System Availability Objectives & Error Budgets
Requs AI Predict
§9 Software Fault Tree Analysis
§10 Software Reliability Growth Models
Requs Trend

Find the right class for the standard, task, or tool you're working with.

Register for a class, or explore the full set of DoW Reliable Software SOW resources.