“Over the years we’ve invested significantly in our field data team - focusing on producing trusted ratings. While this ensures the accuracy of our Ratings, it doesn’t allow the scale across the thousands of projects that buyers are considering.”
For more information on carbon credit procurement trends, read our "Key Takeaways for 2025" article. We share five, data-backed tips to improve your procurement strategy.

One more thing: Connect to Supply customers also get access to the rest of Sylvera's tools. That means you can easily see project ratings and evaluate an individual project's strengths, procure quality carbon credits, and even monitor project activity (particularly if you’ve invested at the pre-issuance stage.)
Book a free demo of Sylvera to see our platform's procurement and reporting features in action.
According to the United Nations, emerging markets and developing countries need to receive between $2.3 trillion and $2.5 trillion a year by 2030 to meet climate goals.
Despite mounting pressure from regulators, shareholders, and climate action plans worldwide, many investors are hesitant to deploy capital at scale. One main reason? Information asymmetry that creates unnecessary risk and uncertainty in climate investment decisions.
From pension funds that evaluate renewable energy projects to chemical companies implementing carbon pricing strategies under the Inflation Reduction Act, organizations across sectors struggle with the same fundamental challenge: making defensible investment decisions without reliable data.
The good news is that better carbon data can transform uncertainty into manageable risk—unlocking faster decisions and improved outcomes for tackling climate change.
The Core Risks Slowing Climate Investment
Three critical risks dominate climate investment decision-making, each rooted in subpar data flows.

- Integrity risk can be linked to over-crediting, questionable additionality claims, and gaps in measurement, reporting, and verification (MRV) systems. When investors can't trust a project to deliver genuine carbon dioxide reductions, they either avoid the opportunity or demand excessive risk premiums that make deals unfeasible.
- Delivery risk stems from unclear credit timelines, verification delays, and ambiguous project milestones. Technical assistance providers and local governments implement climate action plans but struggle to assess whether projects will actually deliver promised carbon credits on schedule. This creates timing uncertainties that derail procurement efforts.
- Value and price risk comes from opaque pricing mechanisms, poor benchmarking data, and volatile market spreads. Without transparent market intelligence, corporate buyers routinely overpay for credits or miss optimal purchasing windows. At the same time, investors struggle to allocate capital efficiently across certain opportunities.
Each of these risks represents a data problem—missing information, inconsistent methodologies, or biased reporting that obscures actual project performance and market dynamics.
The solution is to transform scattered, unreliable data into standardized, independent intelligence that enables confident decision-making for everyone in the climate financing sector.
What "Better Carbon Data" Actually Means
When we say "better carbon data," we're talking about data that addresses uncertainty across three critical dimensions to improve investment outcomes.
- Independent quality signals include ratings, methodology assessments, and remedial action recommendations that cut integrity uncertainty before offtake agreements are signed. Rather than relying solely on developer marketing materials, investors gain access to unbiased evaluations of baseline logic, additionality evidence, and durability plans that inform pre-investment due diligence.
- Delivery visibility refers to milestone tracking and scenario-based timeline analysis that reduces counterparty and issuance timing risk. This granular view into project development progress helps procurement teams identify potential delays and adjust contracting terms accordingly.
- Market intelligence encompasses spot price estimates, forward curves, retirement insights, and scenario modeling that enable fair pricing, optimal purchase timing, and strategic capital allocation. By understanding market dynamics and demand signals, investors can construct portfolios that balance cost efficiency with climate impact goals.
A Simple Framework to De-Risk Climate Investments with Data
You want to invest in climate change and help create a low carbon economy, but you don't want to go broke in the process. This simple, five-step framework will help you avoid unnecessary risks.
1) Pre-Issuance: Replace Guesswork with Evidence
The best risk mitigation strategies happen before a final investment decision is made.
Sylvera's Pre-Issuance Ratings use integrity, delivery, and value modules to help investors decide which projects to back before committing to specific offtake agreements.
Our solution also provides remedial actions to help users improve ratings drivers and delivery odds. The key advantage lies in making evidence-based decisions rather than relying on incomplete or biased information from developers.
2) Issued Project Ratings: Invest with Confidence
Once a project issues credits, Sylvera's independent Ratings, based on a meticulous, unbiased evaluation process, provide the foundation for confident investments.
Our ratings draw from extensive research and diverse, high-quality data sources to deliver robust assessments that save time and effort for busy procurement teams. Said procurement teams simply look at our grades, which range from D to AAA, and know which projects are worth their time.
Sylvera Ratings are known throughout the carbon industry for depth and accuracy.
3) Price Smart: Use Market Intelligence to Avoid Overpaying
Strategic pricing requires multiple data inputs working in concert.
Spot price estimates enable transaction-level price checks, while forward price curves support budgeting decisions and buy-now versus buy-later timing choices. Then there's retirement data, which reveals demand signals that inform important market positioning details.
When you combine price curves with scenario analysis, you can optimize procurement cadence and establish portfolio cost envelopes that balance budget constraints with climate impact objectives.
Sylvera's Market Intelligence will give you the data you need to invest wisely, from real-time market insights, to pricing information, to independent Ratings and retirements—all in one convenient place.
4) Construct Portfolios that Balance Risk and Impact
Data-driven portfolios benefit from smart diversification strategies.
By blending credit types and tenors, such as combining durable carbon removals with nature-based solutions, you can optimize durability, cost, and co-benefits across investment horizons.
Independent data, such as that provided by Sylvera, enables investors to cap exposure to any single methodology, geography, or developer. As such, investors can reduce concentration risk while maintaining end-to-end visibility into portfolio performance.
5) Contract and Monitor Like You Mean It
Data-driven contracting incorporates delivery milestones, MRV requirements, and reversal coverage provisions that reduce downside surprises. At the same time, ongoing monitoring and re-rating triggers highlight project difficulties and provide early warning systems to counteract them.
Sylvera's monitoring solution gives investors jurisdictional insights, expert market analysis, and project monitoring tools to ensure contract terms align with actual project performance.
What "Good" Looks Like: Data-Backed Signals to Seek
While developer-provided marketing materials may present overly optimistic, opaque, or data-lacking projections, quality climate investments share characteristics that independent data can verify.
- Quality indicators include transparent baseline logic, robust additionality evidence, comprehensive durability plans, and extensive third-party auditing footprints. These elements separate legitimate projects from those that rely on marketing claims.
- Delivery signals encompass credible development schedules, adequate capital runway, clear permitting status, manageable supply-chain risks, and demonstrated historical throughput (where applicable). Projects exhibiting these characteristics show higher completion probabilities.
- Price and market factors involve project-level comparables, category-specific curves, regulatory eligibility (such as CORSIA or Article 6 compliance), and observable buyer activity. These metrics help investors avoid overpaying while identifying opportunities with strong demand.

Climate Investing: 2 Real-World Applications
So, what does climate investing look like in real life? Here are two potential scenarios:

Scenario A: Corporate Offtake Strategy—A multinational corporation uses forward curves to identify an opportunity and lock in a credit tranche immediately while staging a second tranche for later purchase. The company adds delivery triggers to contracts and validates integrity through pre-issuance analysis. The result? Lower blended price variance and higher delivery confidence compared to an ad-hoc purchasing approach.
Scenario B: Investor Allocation to Carbon Removal—An investment manager screens potential opportunities using ratings and retirement data, then constructs a mixed-pathway portfolio spanning different removal technologies. With scenario modeling tools, the investment manager then stress-tests demand assumptions while embedded reversal coverage protects against permanence risks. The outcome? Improved risk-adjusted exposure to durable carbon removal opportunities.
Minimize Greenhouse Gas Emissions and Have Real Climate Impact With Confidence
Most corporate buyers and investors understand that sustainability is important. The question is, how should your organization combat global warming? Should it invest in renewable energy to minimize fossil fuels? Or plant forests in foreign countries to sequester carbon and support disadvantaged communities in the area? Something else?
Every project has risks. Fortunately, you can use data to minimize said risks and make better investments.
When it comes to independent carbon data, choose Sylvera. Our platform has the tools you need to evaluate high-integrity pre-issuance projects and quality credits, as well as monitor your portfolio. Book a free demo of Sylvera today to see our solution in action and decide if it's right for you.