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How AI Is Changing Portfolio Management: Trends Shaping Investment Decisions in 2026
Allocation of capital has always been a balancing act. Owners and developers have to compare dozens of competing projects with just a few dollars to spend, market changes, and uncertainty about the returns. AI is upending the way those decisions are made in 2026. What used to be tools in research labs are now embedded in portfolio dashboards to score risk, predict cash flow and raise issues before they come to the attention of the steering committee. The transition is particu
Jethro Villanueva
6 days ago5 min read


5 Questions Every Project Sponsor Should Ask Before Approving a Procurement Plan
A lot of capital projects don't fall at the finish line. They fail months ahead of time at the stage where a procurement plan is approved but not given sufficient attention. Sponsors typically review the budget, look at the schedule, and approve. It's the hardest ones, those that determine when equipment gets to the job, at the quoted price and specification, that never get asked. The consequences of such a move are well known. Researchers found cost overruns in over 60 perce
Jethro Villanueva
Oct 15 min read


Change Without Chaos: A Smarter Approach to Managing Complex EPC Projects
In engineering, procurement, and construction projects, change is always the norm. You can have months of planning and go to a site, only to have the owner's needs change, the supply chain delay, the site condition change, or a code change that affects these plans all in a matter of days. It's the projects that lack a formal mechanism to accommodate change that pay the price. Owners, developers, and capital project leaders know the difference between a successful project and
Jethro Villanueva
Sep 244 min read


The Hidden Costs of Poor Portfolio Management in EPC Project Lifecycles and How to Avoid Them
It's rare that a single decision causes a capital project to fail. Rather, value is lost more frequently because of poor portfolio decisions, conflicting priorities, resource conflicts, late approvals, and investments made beyond the business case. These issues are costly in engineering, procurement, and construction. Inadequate portfolio governance results in schedule congestion, duplicated engineering and procurement, contractor conflicts and underutilized assets. Effective
Jethro Villanueva
Sep 175 min read


Strategic Leadership, Not Just Execution: Building Governance Maturity into Every EPC Project Phase
It is not a rule that a "full facility" is a "good investment." Think of a data center built before power is available, or an oil and gas upgrade that is sold, but fails to prove the operating performance needed. Good governance is about making decisions involving engineering, procurement, and construction that are accountable and evidence based. It relates to activity of delivery to investment goals, tolerable risk levels, and measurable operating advantages. Owners, develop
Jethro Villanueva
Sep 104 min read


Stakeholder Buy-In in EPC Projects: A Consultant’s Guide to Project Success
It's rare that a capital project simply fails due to a miscalculation of engineering. They fail because there was a lack of 'buy-in' from someone important, such as an owner, a financier, a regulator or a community leader, when it really mattered. For companies seeking out a turnkey EPC solution, buy-in from stakeholders isn't a 'soft' skill that sits on top of the technical aspects of the project. It is a deliverable that has its own timeline, its own budget and its own risk
Jethro Villanueva
Sep 35 min read


Why FEL 3 Readiness Determines EPC Project Success from Oil & Gas to Data Center Builds
In every capital-intensive sector, projects that go over budget and fall behind schedule are often destined to do so many years sometimes decades in advance. Industry benchmarks reveal significant variability in project execution, with most large construction megaprojects exceeding their approved budgets and the largest projects experiencing average schedule overruns of nearly 80%. For owners, developers, and capital project leaders across the oil and gas, renewable energy, m
Jethro Villanueva
Aug 274 min read


Program Management vs. Project Management: What's the Difference?
Within the engineering, procurement and construction (EPC) industry, the use of the terms "program management" and "project management" are sometimes indistinguishable. This is very expensive. The two disciplines share common tools, common terminology, and common resources, but fundamentally there are differences in the scale, time, and strategic responsibility of the two. It is crucial for any owner and/or contractor in the process of planning a capital-intensive facility to
Jethro Villanueva
Aug 204 min read


Quality and Benefit Management in EPC Projects: A Strategic Framework for Reducing Lifecycle Risk
The EPC (Engineering, procurement and construction) model was created for the owners, developers and capital project leaders to make delivery simpler: one contract, one point of accountability, one guaranteed price and date. The model has become one of the most vulnerable areas of danger in capital intensive businesses. Costs creep up; deadlines get pushed back, and — and this is a big one — any assets that are "complete" initially, are not delivering the operational value th
Jethro Villanueva
Aug 135 min read


Active vs. Passive EPC Project Portfolio Management: When to Use Each
Organizations implementing several engineering, procurement, and construction projects repeatedly ask: how tightly ought each project be handled? The response usually boils down to passive and active portfolio management, two broad strategies. Though they both seek to preserve budgets, timetables, and returns, their needs for monitoring and intervention diverge drastically. For companies considering project management for EPC operations, this difference is far from abstract;
Jethro Villanueva
Aug 65 min read


Closing the Skills Gap: Training and Development Strategies for EPC Project Leadership in Capital-Intensive Industries
Projects are growing in scale, in complexity and difficulty to coordinate, and are more capital intensive. Owners and developers are looking to develop renewable energy assets, oil and gas projects, maritime assets and data centers whilst struggling to find seasoned project leadership. Safety, schedules, cost control, commissioning, and asset performance can be harmfully impacted by this skills gap. Closing this gap does not require occasional course correction; it takes more
Jethro Villanueva
Jul 305 min read


Performance Tracking 101: How to Measure What Actually Matters for Your Business
For a business with a growth plan, tracking performance is integral. If leaders don't have reliable data, they make decisions on the basis of assumptions. The performance tracking system provides a solid foundation to identify what is working, where resources are being wasted, and how to enhance performance over time. It is not "more data" that is the challenge. Most businesses already have reports, dashboards, spreadsheets, and software platforms. The actual work isn't so
Jethro Villanueva
Jul 235 min read


Front-End Loading (FEL) Explained: How Rigorous FEL Planning Reduces EPC Project Risk and Cost Overruns
The start of any capital-intensive project is far from the groundbreaking; it is in the planning phase. The time it takes to get the job done and stay on budget can often be determined in the very beginning of a project – Front-End Loading, or FEL – for project owners, project developers, and project engineers in the oil & gas, renewable energy, maritime and data center sectors. Although industry experience has demonstrated that it is worthwhile, FEL is often a project's opti
Jethro Villanueva
Jul 165 min read


How to Build a Risk Management Framework That Supports Organizational Change
One of the most constant things in business is changing, but so is risk. From reorganizing internal staff, implementing new technology, to a major capital project, all aspects of organizational transition have the risk of disruption. Those that succeed are not the ones who avoid risk altogether but the ones who create structures that can prevent it, manage it, and quickly adjust to it. It is particularly important in sectors where large, complex projects are the measure of su
Jethro Villanueva
Jul 95 min read


From Concept to Completion: Mastering Complex EPC Project Lifecycles in Maritime, Energy, and Infrastructure
Introduction Engineering, procurement & construction (EPC) projects are some of the most ambitious and complex in industry today. It's a highly critical moment whether your project is a floating offshore wind installation, a new data center, or new critical maritime infrastructure. When budgets are exceeded, schedules fall behind, and projects struggle with execution. These events can cost millions of dollars and put them at a disadvantage. In the difference between a succe
Jethro Villanueva
Jul 25 min read


How to Master Project Management Tools: A Complete Guide to Boosting Team Productivity
In today's fast-paced and collaborative business environment, organizations handling intricate workflows, deadlines, and dispersed teams have come to rely on project management tools. From managing construction sites to software development projects, or engineering procurement and construction (EPC) projects, the right tools can significantly enhance efficiency, communication, and profitability. This all-encompassing guide will discuss how to master project management tools a
Jethro Villanueva
Jun 255 min read


From FEED to Final Handover: Mastering the 7 Critical Lifecycle Challenges That Derail EPC Projects
Engineering, procurement, and construction projects don't just crash and burn due to a single problem. They often surrender control over time when their scope is unclear, engineering decisions are postponed, procurement is late, contractor is out of alignment, risk management is inadequate, they have not been ready to commission the project, or if they have not resolved handover gaps. It's more than just building a project for owners, developers, engineers, and capital proje
Jethro Villanueva
Jun 184 min read


Aligning Stakeholder Expectations with Procurement Goals: A Practical Guide for Project Managers
There's more to managing a complex project than just keeping up with schedules, budget and vendors. The project manager's most crucial role is to ensure that the expectations and procurement objectives of the stakeholders are compatible in the initial stages. Procurement teams must translate all these expectations when making decisions on sourcing, when creating the terms of their contracts, when agreeing with the supplier timelines and when agreeing with the supplier deliver
Jethro Villanueva
Jun 114 min read


From Reactive to Resilient: How Project Governance Maturity Separates World-Class EPC Organizations from the Rest
With capital-intensive industries, it's not always about technical skills. Most frequently it is governance; that is the difference. In particular, the maturity, structure, and proactiveness of an organization's project governance framework. Governance maturity is not a back-office issue for owners, developers and engineering and capital project leaders in EPC environments across a variety of industries, including renewable energy, the oil and gas industry, maritime infrastru
Jethro Villanueva
Jun 45 min read


Top Benefits of Benefits Realization Management for Successful Business Transformation
Transforming a business is not simply about introducing new systems, reorganizing departments, or bringing in big capital projects. Transformation is when all initiatives are valuable; they enhance performance and contribute to long-term strategy. Benefits Realization Management provides a framework for organizations to set their expectations for success, monitor progress, manage risk, and ensure investments deliver the value they are expected. Benefits Realization Manage
Jethro Villanueva
May 285 min read

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