Strategic forecasting - your competitive edge in Transport & Renewable Energy project development.
Lessons from an analyst behind $200 Million+ in projects.
Fifteen years ago, I was made the business analyst for a brownfield port concession area in Lagos, Nigeria.
My role involved collecting and analyzing business data to report performance to corporate headquarters in Europe, regulatory authorities, and internal stakeholders.
I was also responsible for assessing performance against contractual obligations and building models to forecast capacity requirements to guide investment decisions.
Over time, my work has evolved into developing infrastructure projects to attract financing for transport and renewable energy initiatives across Nigeria. Very early in my career, I recognized the power of strategic forecasting and business analysis in anticipating capital expenditures and preparing projects for financing.
Whether self-funded, corporate financed or project financed, your forecasting, analysis and estimates have to be solid.
It is a major part of the foundation of successful project development.
Some developers have leveraged rigorous analysis to support business expansion, while others have faltered due to over-reliance on outdated methods, underutilization of operational insights, or excessively optimistic forecasts.
Why Sound Business Analysis and Strategic Forecasting Matter.
In Africa’s dynamic business environment, strategic forecasting is not just beneficial—it’s essential. Here’s why:
Developers who prioritize data-driven analysis consistently outperform those who rely on intuition and appear to lack attention to detail or ignore changes in market conditions.
The capability to forecast key aspects of projects as they evolve through the 5 stages of project development is a necessary skill set for better preparing projects and generating realistic estimates that can attract investors.
The ability to forecast and anticipate project or business needs well in advance is necessary to proactively address issues before they have materially adverse impacts on the business.
Where Forecasts Fail
🚫 Wishful Thinking: Creating projections to justify pre-set or politically motivated agendas rather than using realistic data.
🚫 Short-Term Focus: Basing long-term decisions on short-term trends.
🚫 Over-Reliance on Historical Data: Ignoring new market realities and qualitative insights.
🚫 Ignoring External Risks: Overlooking political, economic, and regulatory factors.
🚫 Superficial Financial Modelling: Growing revenues and costs as lump sums instead of breaking them down into individual drivers.
🚫 Failure to Address Uncertainty: Treating best-case predictions as absolute rather than testing multiple scenarios.
🚫 Siloed Approach: Forecasting is seen as a finance function instead of a multidisciplinary strategic tool for the whole business.
What Makes Forecasts Effective
✔️ Independent & Objective Assessments: Strategic forecasts are unbiased, using both qualitative and quantitative data to predict various possibilities.
✔️ Comprehensive Modelling: The best forecasts break down operational, commercial, engineering, labor, IT, and administrative costs before attaching costs and prices.
✔️ Scenario Planning: Effective forecasts explore multiple scenarios—pessimistic, realistic, and optimistic—allowing for informed discussions and risk management.
✔️ Risk Identification & Mitigation: Uncertainties and potentially adverse conditions are flagged early and addressed throughout project development stages or through other mitigating actions.
✔️ Clear outputs: Well-structured forecasts make it easy for business leaders, investors, and other stakeholders to understand how key factors influence financial, operational, and investment outcomes for the business.
Applying Strategic Forecasting in Transport & Renewable Energy Projects
For Transport Projects:
Demand Forecasting: Forecasting traffic volumes, passenger numbers, and freight demand for roads, railways, ports, and airports, requires considering economic growth, population shifts, urbanization, and changing trade patterns.
Revenue Projections: Estimates of toll revenues, passenger fares, and freight charges for new projects are based on testing out different demand forecasts, pricing strategies, impacts of competing transport modes and potential government subsidies or policies.
Risk Assessment: Identifying and mitigating risks related to construction delays, cost overruns, political instability, and regulatory changes and testing out their impacts on projects can help insist on certain terms and conditions with project counterparties.
For Renewable Energy Projects:
Resource Assessment: Accurately assessing solar irradiance, wind speeds, hydro potential, and biomass availability. This requires long-term data collection and analysis, as well as consideration of climate change impacts.
Energy Demand Forecasting: Predicting electricity demand based on economic growth, population growth, and electrification rates, separation of residential, commercial, and productive users, while sizing energy systems and estimating revenue generation potential.
Financial Modelling: Developing detailed financial models that incorporate capital costs, operating expenses, revenue streams, project viability with and without subsidies and government incentives, and model impact from potential changes in policies.
Bringing it all home
Leading developers use forecasting to create a competitive edge by:
Building In-House Forecasting Capacity – Hire and/or train a dedicated team to develop deep business understanding and apply that in managing business data collection, analysis, and forecasting. They will be better in the long run for the business than an over-reliance on external consultants.
Fostering Cross-Department Collaboration – Integrate finance, procurement, commercial, operations, engineering, HR, and strategy into the forecasting processes. Keep a fair and balanced view of the contribution of each function to the business. Prevent the misuse of the forecasting process and tools for internal politics, because if one function suffers, the whole business does.
Embedding Forecasting in Early-Stage Development – Ensure feasibility studies and investment decisions are data-driven from inception.
Using Holistic Forecasting Approaches – Consider political, social, environmental, and market trends alongside financial metrics.
Learning from Past Forecasts – Conduct post-mortem reviews to refine future projections and continuously improve decision-making.
Strengthening Data Management Systems – Standardize data collection processes and tools, to improve forecasting methodologies and support long-term business success.
Updating Forecasts Regularly – Ensure projections evolve with new data and shifting market conditions, feed in learning from recent or ongoing projects and business efforts.
In conclusion
Reduce wishful thinking and increase forecasting.
Investors in infrastructure assets want a balance between reality and ambition.
Strategic forecasting helps you find that balance
The coming decade will see unprecedented investment in transport and renewable energy across Africa. Developers who master strategic forecasting will not only sharpen their competitive edge but also build sustainable business models that attract long-term investment.
Now is the time to strengthen in-house analytical capabilities, embrace data-driven decision-making, and integrate strategic forecasting into project development.
Books reviewed in completing this edition:
Navigating Strategic Decisions: The Power of Sound Analysis and Forecasting – John Triantis
Project Finance for Business Development – John Triantis