
Specific Role Training from ProConAi
ProConAi is reshaping the future of project delivery by empowering each role with Agentic AI. Our targeted training programmes provide hands‑on, role‑specific skills that enable professionals across planning, commercial, risk, PMO, delivery management and leadership to apply AI effectively and responsibly within their own workflows.
We give individuals the tools to innovate confidently, work with greater agility and turn complex data into meaningful, outcome‑driven decisions. From operational roles to strategic leadership, we help every part of your organisation step into a more intelligent, efficient and high‑performing future.
Partnering with ProConAi means investing in long‑term capability, cultural evolution and sustainable transformation. Equip your people for what’s next—ProConAi enables every role to excel in an Agentic AI world.
Agentic AI Role-Specific Training
Agentic AI is at the forefront of the new industrial revolution, reshaping possibilities throughout the Construction, Infrastructure and Capital Delivery industries.
To thrive in this changing landscape, organisations must develop specialised skills that tap into AI's advantages, supporting flexible decision-making, ethical oversight and measurable outcomes.
This innovative training course provides a clear, forward-thinking plan, equipping professionals, whether in established controls roles or emerging AI-focused positions, to not only keep pace with change but to drive the transformation of the built environment.
Overview: Core Controls Team & New AI-Centric Support Roles
The programme addresses two main areas: an updated Core Controls Team and a range of new, project-centred AI support positions. These career paths work together to create a skilled, future-ready workforce, where each role receives tailored expertise and powerful new capabilities.
Core Controls Team (AI Emphasis): Controls Manager, Estimating Specialist, Cost Specialist, Scheduling Specialist, Risk and Opportunities Specialist
AI-Centric Support Roles: Integration and Monitoring Team, AI Solution Architect, Ethics and Compliance Lead, AI Trainer, Prompt Engineer, Change and Adoption Lead, Data Governance Lead, Data Scientist/AI Engineer
Controls Manager with AI Focus
Featured Courses:
- Strategic AI Leadership in Controls
- Agentic Decision-Making: Integrating AI Insights
- AI-Driven Project Controls Frameworks
- Ethical & Responsible AI in Construction
Target Audience: Controls Managers, Senior Project Controls Leads
Programme Design: 4 modules over 6 weeks, including case studies, leadership simulations and AI tool labs
Delivery Modes: Combination of online and in-person learning, executive sessions, peer mentoring
Programme Advantages: Prepares leaders to promote AI adoption, maintain high ethical standards and achieve quantifiable project success through data-driven decisions.
Estimating Specialist with AI Focus
Featured Courses:
- AI for Advanced Estimating & Forecasting
- Machine Learning in Cost Prediction
- Data Visualisation for Estimators
Target Audience: Senior Estimators, Cost Planners
Programme Design: 3 modules across 5 weeks, with practical AI tool training and scenario workshops
Delivery Modes: Interactive online labs, tutorials, project-based tasks
Programme Advantages: Enables more accurate estimating, minimises risks and empowers specialists to harness predictive analytics for strategic benefit.
Cost Specialist with AI Focus
Featured Courses:
- Agentic AI in Cost Engineering
- Automated Cost Control Systems
- Data-Driven Value Engineering
Target Audience: Cost Engineers, Commercial Managers
Programme Design: 3 modules over 5 weeks, featuring hands-on labs and AI-led case studies
Delivery Modes: Blended learning, peer reviews, live software demos
Programme Advantages: Offers real-time cost insights, boosts efficiency and encourages proactive management through AI automation.
Scheduling Specialist with AI Focus
Featured Courses:
- AI-Powered Scheduling & Resource Optimisation
- Predictive Analytics for Programme Management
- Scenario Planning with Agentic Tools
Target Audience: Planners, Schedulers, Programme Managers
Programme Design: 3 modules over 5 weeks, including exercises and live simulations
Delivery Modes: Online workshops, collaborative labs, group problem-solving
Programme Advantages: Improves schedule certainty, optimises resource allocation and enables teams to anticipate and manage delays with AI-powered predictions.
Risk and Opportunities Specialist with AI Focus
Featured Courses:
- AI in Risk Assessment & Opportunity Identification
- Agentic Scenario Modelling
- Dynamic Risk Reporting Tools
Target Audience: Risk Managers, Opportunity Analysts
Programme Design: 3 modules spanning 5 weeks, with interactive risk labs and AI modelling projects
Delivery Modes: Virtual labs, face-to-face workshops, peer case reviews
Programme Advantages: Increases risk awareness, speeds up opportunity capture and backs up resilient mitigation plans with AI insights.
Integration and Monitoring Team
Featured Courses:
- Systems Integration for AI-Enabled Projects
- Automated Monitoring & Performance Dashboards
- Continuous Improvement with AI Feedback Loops
Target Audience: Project Integrators, Digital Transformation Leaders
Programme Design: 3 modules through 5 weeks, including system integration labs and monitoring activities
Delivery Modes: Practical labs, digital sandboxes, teamwork forums
Programme Advantages: Supports smooth AI integration, provides real-time project oversight and establishes continuous improvement practices.
AI Solution Architect
Featured Courses:
- Designing Enterprise AI Solutions in Construction
- Scalable AI Architectures & Cloud Integration
- AI System Validation & Testing
Target Audience: Solution Architects, System Designers
Programme Design: 3 modules lasting 6 weeks, with architecture sprints and validation labs
Delivery Modes: Blended instruction, design workshops, technical masterclasses
Programme Advantages: Equips architects to develop robust, scalable AI systems designed for industry needs.
Ethics and Compliance Lead
Featured Courses:
- AI Ethics in Construction: Principles & Practice
- Regulatory Compliance for AI Initiatives
- Bias Mitigation & Fairness in AI
Target Audience: Ethics Officers, Compliance Managers, Legal Advisors
Programme Design: 3 modules (5 weeks), featuring workshops and compliance scenarios
Delivery Modes: Seminars, discussions, digital casebooks
Programme Advantages: Builds ethical awareness, ensures regulatory compliance and advocates for trustworthiness in all AI programmes.
AI Trainer
Featured Courses:
- AI Literacy for Adult Learners
- Instructional Design for AI Tools
- Change Facilitation and Coaching
Target Audience: Training Leaders, Learning & Development Staff
Programme Design: 3 modules over 4 weeks, including curriculum design and train-the-trainer labs
Delivery Modes: Online modules, in-person sessions, coaching clinics
Programme Advantages: Trains skilled internal educators, guarantees consistent AI training and speeds up adoption throughout teams.
Prompt Engineer
Featured Courses:
- Effective Prompt Design for Agentic AI
- Human-AI Interaction & Workflow Integration
- Prompt Testing & Continuous Improvement
Target Audience: AI Specialists, Automation Engineers, Workflow Designers
Programme Design:3 modules spanning 5 weeks, featuring hands-on labs and real-world project integration exercises
Delivery Modes: Interactive workshops, peer reviews, online simulation platforms
Programme Advantages: Accelerates prompt engineering expertise, enhances workflow efficiency and ensures robust interaction between humans and agentic AI systems.
Change and Adoption Lead
Featured Courses:
- AI Adoption Strategies & Change Management
- Stakeholder Engagement & Communication
- Measuring Impact & Sustaining Change
Target Audience: Transformation Leads, Change Managers, Team Supervisors
Programme Design:3 modules over 4 weeks, featuring scenario-based learning and action planning clinics
Delivery Modes: Blended learning, workshops, team coaching sessions
Programme Advantages: Equips leaders to drive successful AI integration, manage resistance and foster a culture of continuous improvement.
Data Governance Lead
Featured Courses:
- Data Stewardship for AI Systems
- Data Privacy, Security & Ethics
- Compliance Frameworks & Policy Development
Target Audience: Data Managers, Information Governance Officers, Policy Makers
Programme Design:3 modules over 5 weeks, including policy labs and compliance scenario workshops
Delivery Modes: Seminars, interactive digital policy casebooks, facilitated debates
Programme Advantages: Strengthens organisational data integrity, supports legal and ethical compliance and equips leaders to manage data risk in AI environments.
Data Scientist / AI Engineer
Featured Courses:
- Agentic AI System Design & Development
- Machine Learning for Complex Projects
- AI Model Validation & Performance Monitoring
Target Audience: Data Scientists, AI Engineers, Project Analysts
Programme Design:3 modules over 6 weeks, including hands-on coding labs and project-based assessments
Delivery Modes: Blended learning, peer hackathons, live model demonstration clinics
Programme Advantages: Develops advanced AI technical skills, fosters innovation and ensures the delivery of high-performance, ethical agentic systems in demanding project environments.
Training Modules Overview
At ProConAi, we are committed to helping organisations harness intelligent, data-driven controls for the future of project delivery. Our tailored training programmes guide teams from beginner level to high proficiency in AI Controls, equipping them with the necessary skills, mindset and tools to excel in today’s rapidly evolving project landscape.
Our tiered training pathways are designed to address the specific needs of every layer within an organisation, from Leadership and Senior Management to Project Teams and Support Staff. Each course combines core AI literacy with practical experience, ethical awareness and role-specific applications, ensuring that the learning experience is not only relevant but also immediately applicable in daily operations.
Our suite of training modules covers all aspects of AI-powered controls, from foundational literacy to advanced deployment and governance. Modules are designed for active learning through workshops, labs, simulations and case studies, ensuring practical application and strategic insight.

ProConAi customises training to fit each organisation’s structure, goals, and stage of AI adoption. By aligning training with the implementation of AI systems, teams quickly learn relevant skills and apply them in real scenarios. Integrating training from the start helps stakeholders understand capabilities and limitations, fostering confidence and reducing resistance. A well-timed, practical approach ensures effective adoption and maximises benefits, with sessions designed for immediate value regardless of operational model.
