Last updated: October 13, 2026
At Voltic Life, we understand that readers need accurate information to understand renewable energy, environmental science, climate change, and clean technology. A small error in a statistic, technical explanation, or comparison can change the meaning of an entire article.
This Fact-Checking and Review Policy explains the standards we aim to follow when checking information, reviewing AI-assisted content, updating published articles, and correcting errors.
Our Approach to Fact-Checking
We aim to check factual claims against reliable information before publishing an article or making a substantial update.
The level of review depends on the subject, the importance of the claims, and the potential consequences of incorrect information.
Our review may cover:
- Scientific explanations and technical definitions
- Statistics, dates, measurements, and numerical claims
- Energy production, efficiency, and emissions figures
- Cost estimates, energy savings, and performance comparisons
- Government policies, regulations, and incentive programs
- Product specifications and manufacturer claims
- Environmental impacts and sustainability statements
- Claims about new discoveries, research, and emerging technologies
We aim to correct, qualify, or remove claims that cannot be adequately supported.
Sources We Prefer
We prioritize sources that are relevant, reliable, and directly connected to the claim being checked.
Depending on the subject, useful sources may include:
- Government agencies: Official reports, datasets, regulations, and technical information published by relevant government departments and agencies.
- Scientific research: Peer-reviewed research papers, systematic reviews, and publications from recognized scientific journals.
- Research institutions and universities: Studies, technical reports, and educational resources from organizations with relevant expertise.
- Energy and environmental organizations: Reports and datasets from recognized organizations that publish information about energy systems, climate science, and environmental impacts.
- Technical standards bodies: Published standards and technical documents relevant to equipment, testing, measurement, and engineering.
- Manufacturers: Official documentation for product specifications, operating limits, warranties, and recommended uses.
We evaluate each source according to the claim being checked. A manufacturer’s specification may support a statement about a product’s rated output, for example, but it does not automatically prove that the product will achieve the same result in every real-world situation.
When possible, we consult original studies or official documents rather than relying entirely on summaries published by other websites.
How We Check Statistics and Data
Statistics need context. A number may be accurate in one location, year, or situation but misleading when presented as a universal fact.
When checking numerical claims, we aim to confirm the following:
- The original source of the figure
- The year or reporting period
- The geographic area or population covered
- The unit of measurement
- The assumptions and conditions behind the figure
- Whether the figure is measured, estimated, forecast, or calculated
When comparing figures from different sources, we consider whether they use comparable methods and definitions.
We aim to show the relevant date and assumptions for calculations involving energy costs, efficiency, emissions, and potential savings. If reliable data is unavailable, we avoid presenting an unsupported number as fact.
Reviewing AI-Assisted Content
AI tools can help organize information and prepare drafts, but they can also produce false statements, invented references, incorrect calculations, and misleading summaries.
For that reason, AI-generated text is not considered a reliable source by itself.
When reviewing AI-assisted content, we aim to:
- Check important factual claims against reliable sources.
- Verify that cited studies, reports, and documents exist and support the statements attributed to them.
- Recheck dates, names, statistics, units, and calculations.
- Remove unsupported claims and fabricated quotations.
- Check that technical explanations preserve the meaning of the underlying information.
- Identify uncertainty and limitations that a draft may overlook.
- Rewrite unclear or misleading passages.
- Remove repetitive material that does not add value for readers.
We aim to ensure that the final article is useful and factually responsible rather than simply accepting the output produced by an AI tool.
Scientific and Environmental Claims
Environmental topics often involve complex systems and results that vary by location, technology, and method of measurement.
For example, a comparison of solar power and fossil fuels may depend on whether it measures operational emissions or emissions across the full life cycle, including manufacturing, construction, fuel supply, and disposal.
When these distinctions matter, we aim to explain them clearly.
We also distinguish between established scientific findings, preliminary research, forecasts, and opinions. A single study may offer useful evidence without proving that a result applies to every situation.
We avoid overstating the benefits of renewable energy technologies or ignoring their limitations. Where relevant, we consider costs, resource needs, reliability, environmental effects, and practical constraints.
Technical and Safety-Related Information
Some articles may discuss electrical systems, batteries, hydrogen, energy equipment, industrial processes, or other subjects involving technical or physical risks.
We aim to verify important instructions against appropriate official documentation, applicable standards, and manufacturer guidance.
Readers should not treat general educational content as a replacement for qualified professional advice, site-specific assessments, or applicable safety requirements.
Where a task involves significant electrical, fire, chemical, mechanical, or other hazards, we aim to make the limitations of general guidance clear and direct readers to qualified professionals or appropriate official instructions.
We do not claim that an article has undergone specialist engineering or safety review unless that review has actually taken place.
Editorial Review Before Publication
Before publication, we aim to assess whether an article:
- Answers the main question it promises to address.
- Presents its important factual claims accurately.
- Uses sources appropriate to the subject.
- Explains technical terms in understandable language.
- Distinguishes facts from estimates and opinions.
- Includes relevant context and limitations.
- Avoids unsupported, exaggerated, or misleading claims.
- Provides useful information beyond repeated general statements.
- Uses appropriate headings, images, and links.
- Is free of avoidable factual, grammatical, and formatting errors.
Articles that do not meet the required standard should be revised, held for further checking, or not published.
Independent Expert Review
Some subjects may benefit from review by a qualified specialist, particularly when an article includes complex engineering calculations, technical recommendations, or safety-related instructions.
When an expert review is conducted, we aim to identify the reviewer accurately and describe the scope of the review where relevant.
An editorial review does not automatically count as an independent technical review. We do not imply that every article has been reviewed by an engineer, scientist, or other specialist.
Updating Published Articles
We aim to review published content when new evidence, updated technical specifications, changes in regulations, or other important developments affect its accuracy.
Updates may include correcting errors, replacing outdated statistics, clarifying technical explanations, adding relevant context, or removing claims that are no longer supported.
For topics that change frequently, such as energy prices, government incentives, product specifications, and regulations, we aim to identify the relevant date or reporting period.
We do not consider a date change alone to be a meaningful content update.
Corrections and Reader Feedback
We welcome readers who identify possible factual errors or outdated information.
To report a concern, please contact us through the Contact Us page and include:
- The URL of the article
- The specific statement or figure in question
- An explanation of the concern
- A reliable supporting source, where available
We aim to review correction requests fairly and update content when the evidence supports a change.
For significant corrections, we may add an explanation of what changed when doing so would help readers understand the issue. We do not promise that every suggested correction will be accepted without verification.
Our Commitment to Accuracy
Fact-checking is an ongoing responsibility. No review process can guarantee that every published statement will remain correct indefinitely, especially in areas where research and technology continue to develop.
We aim to publish information that is well-supported, clearly explained, and appropriately qualified. When errors are identified, we aim to address them responsibly and learn from the process.
For corrections, factual concerns, or questions about our review process, please contact Voltic Life through our Contact Us page.