Future-proofing your project investment decisions

Mosaic provides decision-relevant research that estimates asset-level vulnerability, viability and resilience. Our blended ESG research solutions improve upon performance based scoring with asset-level probabilities of your investment impact.

Price project impact with risk intelligence

Physical and natural capital assets in emerging markets operate in complex and dynamic environments, bundled with complexity, uncertainty and factors outside your control. Our analytics help you get to the best project decision by getting a handle on what’s there today and what’s going to be a material risk over investment life.

Our ESG research blends predictive analytics and finely crafted social investigation techniques – going from ticking boxes to having asset-level probabilities of your investment.

We help you answer critical questions – without ‘boots on the ground’, and with greater decision confidence:

What are the Environmental Risks?

Estimate the material stressors at work over investment life. Quickly get a handle on the material signficance of pressure on habitats, forest degradation, loss of watershed function and water stress on asset performanace and near-trem operational resiliance. 

What are the Social & Governance Risks?

Formulate resilient community development strategies by understanding the signficance of stakeholder risk. We do this by examining the realities of prevailing Social and Governance on the project’s physical environment, e.g. property encroachment, illegal land clearing, deforestation by smallholders to land conflict.


What are the Climate Risks?

Develop high-confidence, probabilistic estimates of the cost of climate change. Our workflow can efficiently identify assets vulnerable to flood or heat stress and basis to estimate OPEX and asset value for exist planning.

Who We Are

We are a data driven risk advisory firm based in Southeast Asia. We assemble agile teams of international specialists with a track record of delivering capital projects for the private sector and development banks across Asia Pacific, Europe and Africa. As a Mosaic, we focus our collective expertise on forecasting the complex mix of risks common to ASEAN and emerging market geographies.

What We Do

In dynamic geographies with complex social and political systems, we build decision confidence by looking beyond data rooms and disclosure reporting. Our approach to capital project research blends sectoral expertise with scenario driven, stress-test thinking. Our subject matter experts use Machine Learning procedures to baseline and forecast material shifts across assets and their operating environments.

We complement your  assessment of existing conditions by considering emerging materiality and risk analysis of your investment to quantify overall impact. 

We bring value to your investment decisions with asset-specific informational advantage for Renewables, Natural Capital, Agri-commodities, Minerals and Infrastructure. Depending on your priorities, we provide site-specific solutions to quantify material risk factors for the following investment challenges:


In often unpredictable emerging market geographies, you need assurance on how well Green Bonds’ Use of Proceeds can deliver Environmental Returns – and what loan covenants to consider. We provide an independent view that helps you assess a borrower’s material ESG issues and devise relevant ESG performance targets linked to loan structure.

Our second-party opinion uses predictive analytics to develop an empirical evaluation of asset-specific vulnerabilities and levels of resilience, providing you with that necessary level of confidence to meet market expectations for green bond issuance



With a hands-on understanding of the shortfalls associated with reliance upon ESG performance disclosure, we enhance your confidence during the investment diligence process.

Using an evidence-based approach, we examine potential undeclared or unknown ESG factors material to the investment. Our forward-looking perspective examines the project’s future sustainability performance with time series analysis of people and place factors. Your team gains that fuller appreciation of investment merits and practical advice on what ESG factors to include in financial models. Correspondingly, we can advise on what ESG metrics should be measured and monitored for investment impact, managing risks and opportunities.


Identify potential asset impairments on mines, dams and transport infrastructure over asset life. We quantify recent ground movement to mm accuracy with satelite radar screening procedures and cumulative risk due to watershed development and stress. Remote identification of existing and emerging physical risk enhances diligence, provides basis to estimate the potential disruption risk to revenue, OPEX and resiliant capital planning for exit and /or asset closure.




Evaluate how climate change will impact assset values and performance. Our asset-scale climate vulnerability analysis examines change in rainfall intensity, water stress and higher ground level temperatures to provide tailored consequence analysis across the asset’s operating footprint.

Interested in knowing more about your target?

Get in touch to start a conversation.

Contact Dr Tariq Khalil to discuss your requirements: