We Track and Screen AI Tools for Sustainability Report Assessment

Join our affordable stakeholder program. We continuously monitor the landscape of AI research and tools for ESG reporting, and implement or build what fits your needs.

Our Process

Clarify Research Questions

We start by understanding your specific research questions and ESG challenges.

Screen What Exists

We match your needs against the tools and models we actively track, existing or open-source, before considering a custom build.

Implement or Build

We assemble a toolchain from what fits, and build the missing pieces where nothing suitable exists yet.

Ongoing Support

We revisit the setup as new research and tools emerge, rather than leaving it static once delivered.

A landscape that moves faster than most teams can track alone

Why Work With Us on This

We do the tool screening, so you don't have to

We Track the Research

We follow academic research and open-source releases relevant to ESG report analysis on an ongoing basis, rather than picking one tool once and standing still.

Avoid Costly Trial and Error

Save the time and budget you'd otherwise spend testing tools yourself. We've already screened many of the options.

Open Source Where We Can

We prioritize open-source foundations where suitable, to reduce vendor lock-in and give you visibility into how a tool actually works.

Affordable Stakeholder Program

Join our stakeholder program to get a toolchain matched to your ESG analysis and sustainability reporting needs, without paying for a full custom build from scratch.

We Build When Nothing Fits

Where no existing tool covers your specific requirement well, we build the missing piece, and you can be an early tester before it's offered more broadly.

Frequently Asked Questions

Do you build your own tools, or use what already exists?

Both. We screen the landscape of existing AI tools and research first, and only build custom components where nothing suitable is available for your specific requirement.

What industries can benefit from this?

The approach applies broadly, real estate, manufacturing, finance, healthcare, and energy have all come up in past work, since the underlying question, matching ESG requirements to the right tool, is the same.

How do you keep the toolchain current?

We continue tracking new research and open-source releases after initial delivery, and flag when something better becomes available rather than leaving you on outdated tooling.

Can the toolchain be customized for specific company needs?

Yes. We match the components to your company's specific ESG goals and reporting requirements rather than offering a fixed package.

What measures are in place to ensure data security during audits?

This depends on the specific tools and deployment involved. We discuss data handling requirements with you before implementation.

How can we reduce costs and avoid risks when incorporating AI-driven ESG tools?

By having us screen the landscape and match tools to your specific needs, you avoid both the cost of independently testing many options and the risk of committing to a tool that doesn't fit or gets abandoned by its vendor.

Tell Us What You Need to Assess

We'll tell you honestly what already exists for it, and what we'd need to build.

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Contact Us

Interested in how AI can help your sustainability report assessment? Get in touch.