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Agentic AI for Engineers and Technical Teams

Automate Technical Reporting, Equipment Troubleshooting, and Document Retrieval using Agentic AI Workflows

Agentic AI for Engineers and Technical Teams

Course Schedule

Classroom

Online

Training Introduction

The Agentic AI for Engineers and Technical Teams Training Course provides engineering professionals with a comprehensive operational framework to design, build, and evaluate multi-step AI agents for complex technical workflows. Modern technical teams often spend excessive time piecing together answers from equipment manuals, operating logs, inspection reports, and maintenance records. This specialised training course addresses those bottlenecks by teaching participants how to automate document retrieval, tool execution, and drafting processes while maintaining rigorous engineering standards. Throughout the curriculum, participants engage in practical, hands-on labs covering technical documentation, equipment troubleshooting, inspection follow-up, and shift handovers, ensuring they master both the theoretical principles and implementation details.

Key focus areas of this course

  • Mastering foundational concepts of agentic workflows, multi-step instructions, and tool integration for technical operations.
  • Implementing retrieval-augmented generation (RAG) to accurately process equipment manuals, procedures, and revisions.
  • Connecting AI agents securely to structured data sources, operating logs, and external engineering calculation tools.
  • Streamlining complex equipment troubleshooting, inspection reviews, and comprehensive shift handovers.
  • Ensuring strict human oversight, data source traceability, and rigorous safety-critical case escalations.
  • Testing agent robustness against missing information, conflicting manual versions, and unit validation errors.

What are the goals?

This training course is structured to bridge the gap between emerging artificial intelligence capabilities and rigorous engineering workflows. Participants will develop practical competencies in designing, testing, and governing AI agents tailored specifically for technical operations.

  • Identify engineering tasks suitable for an AI agent and define clear boundaries where human decisions and approvals are strictly required.
  • Map complex technical workflows into structured inputs, tools, decision points, outputs, and verification steps.
  • Build advanced AI agents that retrieve relevant technical information from approved manuals and accurately cite their source documents and revisions.
  • Connect agents securely to structured data sources, operating logs, and calculation tools while incorporating automated checks for units and data quality.
  • Deploy AI agents to streamline equipment troubleshooting, inspection reviews, shift handovers, and technical reporting.
  • Test agent outputs rigorously for accuracy, traceability, and appropriate handling of missing, outdated, or conflicting technical evidence.

Who is this Training Course for?

This training course is suitable for a wide range of professionals, but it will greatly benefit engineering teams looking to integrate artificial intelligence into their daily operations. Attendees will gain actionable insights into building and governing automated technical workflows.

  • Mechanical, electrical, and operations engineers seeking to automate repetitive document reviews and troubleshooting tasks.
  • Maintenance managers and reliability professionals looking to streamline equipment log analysis and shift handovers.
  • Technical project managers and digital transformation leads responsible for implementing AI tools in engineering environments.
  • Systems engineers and technical specialists tasked with building, testing, and governing automated technical workflows.
  • Technical leads and operations supervisors who oversee inspection follow-ups and technical reporting accuracy.

How will this Training Course be Presented?

This training course is delivered through a carefully balanced blend of expert-led instruction, structural architectural frameworks, and intensive hands-on technical labs designed for engineering professionals. Participants actively build, configure, and test functional AI agents across five progressive days of immersive learning, connecting advanced intelligence concepts directly to everyday engineering operations, equipment maintenance, and technical reporting workflows.

The delivery format features interactive instructional sessions exploring multi-step agent fundamentals, retrieval-augmented generation techniques, and engineering tool integration, alongside practical configuration labs where participants build document assistants, log-analysis agents, and troubleshooting brief generators. Through collaborative peer discussions and workflow mapping exercises tailored to real-world environments, attendees leave with fully tested agent prototypes and actionable deployment strategies ready for immediate implementation in their respective technical teams.

The Course Content

Day 1: Agentic AI Fundamentals for Engineering

  • How AI agents use instructions, tools and feedback to complete multi-step tasks
  • Choosing between a chatbot, a fixed automation and an agent for an engineering task
  • Identifying use cases in design, maintenance, operations, inspection and project delivery
  • Mapping inputs, outputs, constraints and review responsibilities for a technical workflow
  • Writing agent instructions and defining what to do when information is missing
  • Practical lab Build an agent that turns a sample engineering request into a structured task brief

Day 2: Building Agents That Use Technical Documents

  • Preparing manuals, specifications, procedures and inspection records for retrieval
  • Using retrieval-augmented generation (RAG) to answer questions from approved documents
  • Handling document revisions, applicability, equipment identifiers and conflicting requirements
  • Citing source documents, sections and revisions in technical answers
  • Managing access to proprietary information and testing resistance to malicious instructions embedded in documents
  • Practical lab Build an equipment-manual assistant that cites its sources and flags questions requiring clarification

Day 3: Connecting Agents to Engineering Data and Tools

  • Designing tool calls for spreadsheets, databases, calculators and read-only APIs
  • Reading structured data from equipment logs, alarm histories and inspection tables
  • Checking units, timestamps, asset tags, operating ranges and missing values
  • Using calculation tools for threshold checks, trend summaries and engineering conversions
  • Handling tool failures, limiting retries and validating results before using them downstream
  • Practical lab Build an agent that reviews a sample operating log and reports exceptions against documented limits

Day 4: Troubleshooting, Inspection and Technical Reporting

  • Combining alarms, operating trends and maintenance records into an event timeline
  • Developing candidate fault explanations and identifying the evidence needed to test them
  • Reviewing inspection records for incomplete evidence and items that need follow-up
  • Drafting troubleshooting briefs, shift handovers and technical summaries from source records
  • Separating observations, hypotheses and proposed actions, with escalation for safety-critical cases
  • Practical lab Produce a troubleshooting brief with ranked hypotheses, supporting evidence and proposed diagnostic checks

Day 5: Testing, Human Approval and Capstone Project

  • Defining acceptance criteria for technical accuracy, source traceability and escalation
  • Testing with missing readings, conflicting manuals, incorrect units and failed tool calls
  • Configuring human approval steps, access permissions and audit records
  • Planning a pilot with a defined scope, review owner and performance measures
  • Capstone build Connect a technical document source and an operating dataset to produce an evidence-based troubleshooting brief

Providers and Associations

Anderson

Anderson

Aztech Training

Aztech Training

COPEX

COPEX

Frequently Asked Questions

Quick answers to common questions about this training course.

Absolutely. Coventry Academy provides customised in-house training solutions for organisations seeking a tailored learning experience. The Agentic AI for Engineers and Technical Teams training course can be adapted to reflect your organisation's objectives, industry requirements, operational challenges, and strategic priorities. Delivered exclusively for your team, customised training enables organisations to maximise relevance, encourage collaboration, and achieve targeted development outcomes. Our team will be pleased to discuss your requirements and develop a solution that aligns with your goals.

Absolutely! If you’re attending one of our courses at an international venue, we can help
with hotel reservations and entry visas. Just reach out to our Customer Service team:

  • Phone: +971 4 420 8304
  • Fax: +971 4 420 8304
  • Email: info@coventryacademy.com

No prior experience is required to attend the Agentic AI for Engineers and Technical Teams training course. The course is designed to accommodate participants from diverse professional backgrounds and varying levels of experience. While some familiarity with the subject matter may help participants gain additional value from certain discussions and activities, the course content is structured to ensure that both newcomers and experienced professionals can fully engage with the learning experience and benefit from the training.

Our dedicated support team is available to assist you with any questions regarding the Agentic AI for Engineers and Technical Teams training course, including course content, scheduling, registration, corporate bookings, and customised training solutions. We are committed to providing prompt and professional assistance throughout your learning journey.

📞 Phone: +971 58 840 7925

📧 Email: info@coventryacademy.com

🌐 Website: coventryacademy.com

Registering for a course is super easy! Here’s how you can do it:

  • Online: Pick your course, hit the "REGISTER" button, fill out the form, and
    submit it.
  • Email: Drop us a line with your details at info@coventryacademy.com.
  • Phone: Give us a call at +971 4 420 8304 to book your spot.
  • Fax: Fill in the booking form (you’ll find it in our brochures, flyers, or catalogue)
    and fax it to [+971 4 420 8304](tel:+97144208304).

The Agentic AI for Engineers and Technical Teams training course is designed to be practical, engaging, and highly interactive. Participants benefit from a dynamic learning environment that combines expert-led presentations, facilitated discussions, case studies, practical exercises, and collaborative learning activities. The focus is on developing knowledge that can be applied immediately within the workplace, ensuring participants gain both valuable insights and practical skills that support improved professional performance.

Your course fees cover:

  • For classroom courses: printed materials, lunch, and refreshments.
  • For online courses: all materials sent to you by email.
  • A certificate of completion or attendance.

You’ll need to make payment before the course starts. Here are your options:

  • Bank draft
  • Cash
  • Credit card
  • Wire transfer

Heads up: If we don’t receive payment before the course begins, we may have to deny
admission.

We delivers training courses in carefully selected professional venues that provide a comfortable and productive learning environment. Classroom-based courses are typically hosted in premium international venues with modern facilities and dedicated training spaces designed to support effective learning. Participants also benefit from a professional setting that encourages networking, collaboration, and knowledge sharing with peers from diverse industries and backgrounds.

The Agentic AI for Engineers and Technical Teams training course is designed for professionals seeking to strengthen their knowledge, enhance their capabilities, and achieve greater impact within their organisations. It is suitable for managers, supervisors, team leaders, technical specialists, consultants, and professionals at all career stages who wish to expand their expertise and stay current with industry developments. Whether you are looking to advance your career, improve workplace performance, or prepare for new responsibilities, this course provides valuable knowledge and practical insights to support your professional growth.

Our courses are led by top-notch international instructors. They’re not just academically qualified—they’ve also got years of real-world experience. They bring practical insights and deep knowledge to every session, making your learning experience truly valuable!

Yes. Participants who successfully complete the Agentic AI for Engineers and Technical Teams training course will receive a Coventry Academy Certificate of Completion, recognising their commitment to professional development and continuous learning. This certificate serves as formal evidence of participation and achievement and can support career progression, professional credibility, and ongoing development objectives. Where applicable, details regarding professional development credits or accreditation will be provided within the course information.

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