Why quantify
Why quantify the uncertainty?
A project forecast is most useful when it shows not only the expected outcome, but the range around it, the drivers that move that range, and the amount of contingency or action required at the confidence level the decision-maker is prepared to accept.
Industry evidence
Downside exposure can be material.
HKA's 2025 CRUX analysis of more than 2,200 construction and engineering projects across 114 countries reports disputed costs averaging 33.4% of contract budgets and claimed extensions of time averaging 65.8% of planned schedules. The dataset is drawn from HKA claims and dispute investigations; it illustrates the potential scale of downside when uncertainty materializes, not an expected outcome for every project.
Method shift
Move from screening to decision evidence.
Qualitative screening → quantified ranges
Single-point forecasts → probability distributions and selected decision percentiles tied to stated confidence levels
Intuition-set contingency → decision-linked contingency.
A heat map can be where analysis begins; it need not be where it ends.
The objective is not to model for its own sake. It is to make uncertainty visible enough that the decision-maker can set contingency, investigate, intervene, compare alternatives or accept the risk deliberately.
Value is lost in both directions: too little contingency leaves the project exposed, while too much can unnecessarily tie up capital that could serve another project objective.
Research
MIT-trained risk assessment, decision analysis and value-of-information methods.Industry
Co-Founder, Partner and Advisor to the Board of a construction business that completed 170+ infrastructure projects totaling more than $1B in work.Teaching
Construction risk, uncertainty, planning, monitoring and control taught at Stevens.TRAVO purpose
Make uncertainty useful to the decision.
We make uncertainty visible, alternatives explicit, and decisions defensible.
Risk Analysis → Decision Analysis → Value Optimization
One discipline
Analysis earns its place only if it can improve the decision.
TRAVO begins with the decision, not the software.
Probability, simulation, risk registers and forecasts are useful only when they expose uncertainty, sharpen the alternatives and support an action that can be explained and defended.
Expose what can change the answer.
Focus the analysis on the uncertainties, drivers and assumptions that could materially alter the decision.
Make the alternatives explicit.
Compare credible courses of action, tradeoffs and the value of additional information rather than stopping at a risk score.
Leave a defensible decision trail.
Document the evidence, assumptions, reasoning and principal sign-off behind the recommended course.
One lifecycle · repeated decisions
The project moves forward. The Decision Cycle repeats.
The lifecycle tells us where the project is. The Decision Cycle tells us how to analyze the next consequential choice.
A client can engage TRAVO at any point. The methodology does not require a cradle-to-close assignment.
Common entry points
Four common entry points into the TRAVO lifecycle.
These are not the limits of the practice. They are bounded starting points for a consequential decision; the full catalog on the Services page shows the broader lifecycle applications.
Primary entry point · Live project
Project Risk Screen
Rapid, bounded triage when a current cost, completion, reserve or intervention decision cannot wait for a full reforecast.
Deeper analysis
Full Project Risk Reforecast
Integrated probabilistic cost/schedule reassessment when the updated range, drivers and alternatives must be established independently.
Counsel-directed
Project Risk & Quantum Review
Technical cost, schedule, controls and quantum analysis when a claim is emerging or positions are beginning to harden.
Independent challenge
Risk Peer Review
A fixed-scope challenge of assumptions, contingency and treatment logic when an existing analysis needs independent scrutiny.
The Project Risk Screen is designed for a live decision under pressure. The question, data gate, scope and delivery target are defined in the engagement proposal.
Buyer perspective
Same project. Different exposure.
TRAVO follows the same underlying project-risk system from the perspective of the party it is engaged to advise.
Is the basis credible, is contingency adequate, and has the project changed enough to require action?
Will the project complete within available capital, and what does the next credit decision require?
Is completion exposure increasing, and which project signals require attention?
What does the technical record show about delay, cost, controls and quantum?
Which uncertainties threaten delivery, margin or strategy, and what should change?
Are the assumptions behind the capital decision independent, traceable and defensible?
These are buyer lenses, not simultaneous roles on the same project. Conflicts, reliance and role sequencing are resolved before an engagement proceeds.
When to engage TRAVO
Bring TRAVO in when the decision must be defensible.
TRAVO is most useful when uncertainty is material enough to change the decision—and the cost of getting that decision wrong justifies independent analysis.
Before Commitment & Preconstruction
Capital, contingency, procurement or underwriting assumptions are about to be fixed and the range of outcomes needs to be understood.
When the project changes
Actual performance, emerging conditions or new information has made the existing forecast or contingency basis unreliable.
Before positions harden
A significant cost, schedule or commercial issue is developing and the technical record needs independent assessment before it becomes a claim or dispute position.
When the answer needs challenge
An existing risk analysis, forecast, contingency recommendation or project assumption needs independent scrutiny before others rely on it.