Toward AI-friendly
sustainability disclosure
Disclosure is no longer read only by humans. It’s evaluated by AI—at scale.
That makes “being read correctly by AI” a non-negotiable requirement for future-proof disclosure.
Sustainable Lab helps you deliver AI-friendly sustainability disclosure
with end-to-end support—defensive and offensive.
Toward an information structure that reaches both people and AI
How information is referenced and compared is changing
As processes such as search, summarization, and comparison become more advanced, the pathways through which corporate information is discovered and referenced are diversifying.
As a result, it is increasingly important to refine not only the content, but also the structure and presentation of disclosures.
The audience is no longer “people” alone
Beyond interpretation by experts and practitioners, more organizations are using AI and automated systems for initial screening and first-pass analysis of information.
Disclosure isn’t just about communicating—it’s about designing for reach.
To ensure information is delivered accurately to AI and machine readers, the need for intentional, AI-aware design is growing.
Maximize disclosure value with end-to-end support
(defense × offense)
Sustainability information is no longer read only by people—the influence of AI-driven screening and first-pass assessments is rapidly growing.At the same time, rich visual expression often comes at the expense of machine readability, making it difficult to achieve both without intentional design.
Sustainable Lab integrates defensive support to minimize short-term opportunity loss with offensive support to build a disclosure system that continues to be valued over the long term.
01
AI Accessibility Audit & Optimization for Existing Disclosures
Support Example
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Assess current risks and improvement priorities based on the reality that “reading and evaluation” begin the moment disclosures go public
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Improve structure, level of detail, and wording—without reducing the volume of your integrated report—to make it easier to understand and evaluate
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Partner with minimal disruption to your production process, while reducing rework through a clear, low-friction execution approach
Expected impact
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Reduce opportunity loss and additional workload caused by content that is “not machine-readable / not interpretable”
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Build a knowledge base of improvements that can be applied in future reporting cycles
02
Specification & Information Architecture for Future Disclosures
Support Example
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Design support to move from static “reports” to dynamic information assets that can be continuously updated
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Establish a foundation that balances structured data and expressive presentation—so disclosures work for both AI and human readers
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Work alongside your team as a specialized “right-hand partner / technical advisor” to accelerate in-house capability building
Expected impact
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Enable continuous evaluation by treating disclosure as an evolving platform, not a one-time document
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Retain know-how internally, improving long-term operational efficiency
How It Works
Below is a high-level overview of our engagement.
We tailor the scope and approach to your goals and internal constraints.
STEP 1
Current-State Assessment
Using your existing materials, we identify where the message breaks down and prioritize improvements.
We also define the fastest path for both risk mitigation (PDF) and value creation (HTML).
STEP 2
Improvement Design for Existing Disclosures
Starting with the highest-impact areas, we translate priorities into clear design and content guidelines.
We align the plan to your production workflow to minimize rework.
STEP 3
Future Disclosure Design
Where needed, we transition to a web (HTML)-first structure that can be updated continuously.
Not a one-off fix for this year—we establish repeatable patterns that keep working year after year.
Contact Us
For more details about our services, demos, and inquiries, please feel free to contact us.
We constantly improve the product and expand the data coverage, functions, and collaborations to serve more clients in other regions. So it is very welcome to hear your feedback.
Please feel free to drop us your message.