Locally-Hosted SLM Research: Our Approach to AI

For the parts of sustainability reporting that genuinely need language understanding, we are building small, locally-hosted models that run on consumer hardware and keep your data on your infrastructure.

July 09, 2026Read article

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ESRS E1: What Climate Disclosure Actually Requires

February 10, 2026

ESRS E1: What Climate Disclosure Actually Requires

Of the ten topical ESRS standards, E1 is the one that keeps sustainability teams up at night. Here's what it actually demands.

The Scope 3 Burden and How Automation Actually Helps

February 05, 2026

The Scope 3 Burden and How Automation Actually Helps

Scope 3 is the largest slice of most companies' carbon footprint and the hardest one to measure. Here's why, and what actually moves the needle.

February 02, 2026

Automating Scope 3 Emissions Reporting

Scope 3 is the hardest part of GHG reporting by a wide margin. Here's how a proper automation pipeline changes what's actually possible.

EN 16931, UBL, and CII: The Invoicing Standards Behind Automated Emissions Reporting

January 30, 2026

EN 16931, UBL, and CII: The Invoicing Standards Behind Automated Emissions Reporting

Electronic invoicing standards don't get much attention, but they're quietly doing a lot of the heavy lifting in automated Scope 3 reporting.

Omnibus I: What Actually Changed for CSRD Reporting

January 28, 2026

Omnibus I: What Actually Changed for CSRD Reporting

The Omnibus I package reshaped CSRD's scope, timeline, and datapoints almost overnight. Here's a rundown of what actually changed.

What Is VSME? Sustainability Reporting for SMEs, Without the Overkill

January 26, 2026

What Is VSME? Sustainability Reporting for SMEs, Without the Overkill

Not every company needs full ESRS-level reporting. VSME gives SMEs a proportionate way to answer the sustainability questions their bigger customers keep asking.

What Is CBAM? The EU's Carbon Border Tax, Explained

January 24, 2026

What Is CBAM? The EU's Carbon Border Tax, Explained

CBAM puts a carbon price on imports into the EU, closing a loophole that let companies simply move emissions offshore. Here's how it works.

What Is the EU Taxonomy? Defining 'Sustainable,' Legally

January 22, 2026

What Is the EU Taxonomy? Defining 'Sustainable,' Legally

'Sustainable' used to mean whatever a company wanted it to mean. The EU Taxonomy exists to put a legal definition behind the word.

How to Run a Double Materiality Assessment

January 20, 2026

How to Run a Double Materiality Assessment

The double materiality assessment decides your entire ESRS reporting scope. Here's how the process actually unfolds, step by step.

January 18, 2026

Understanding CSRD Double Materiality

Double materiality is the concept that makes CSRD different from every reporting framework that came before it. Here's what it actually means in practice.

Scope 1, 2, and 3 Emissions, Explained Without the Jargon

January 15, 2026

Scope 1, 2, and 3 Emissions, Explained Without the Jargon

Every carbon accounting conversation eventually comes back to scopes 1, 2, and 3. Here's what each one actually means.

January 12, 2026

What Is ESRS? The Rulebook Behind CSRD

CSRD tells you that you have to report. ESRS tells you exactly what to report, and how. Here's how the standard is structured.

What Is CSRD? Who Needs to Comply and Why

January 09, 2026

What Is CSRD? Who Needs to Comply and Why

The Corporate Sustainability Reporting Directive is Europe's big bet on making sustainability data as rigorous as financial data. Here's the breakdown.

What Is GHG? A Plain-English Primer on Greenhouse Gas Accounting

January 07, 2026

What Is GHG? A Plain-English Primer on Greenhouse Gas Accounting

Greenhouse gas reporting sounds technical, but the core idea is simple. Here's what every business needs to know.

January 05, 2026

What Is ESG, Really?

Environmental, Social, and Governance factors have become the common language of corporate accountability in Europe. Here's what each pillar actually covers.