Regulatory Database Scope

Datamaran’s Regulatory Monitoring is an AI-powered capability that enables ESG teams to monitor, discover, and manage evolving ESG regulations worldwide.

The platform tracks regulatory developments across 85 priority jurisdictions, with extended coverage across 190+ countries. By combining artificial intelligence with expert regulatory analysis, Datamaran provides focused regulatory intelligence designed to help organizations identify emerging policy trends and potential business impacts.

Unlike traditional legal databases or regulatory newsletters that generate high volumes of information, Datamaran focuses on material ESG regulatory developments, helping teams prioritize what matters most.

Regulatory Monitoring functions as a first line of defense, allowing organizations to identify and triage relevant regulatory developments before escalating them to legal, compliance, or public affairs teams for deeper analysis.

The platform includes a global ESG-focused database of over 19,800 regulatory initiatives, enabling organizations to stay informed about regulatory trends shaping the sustainability landscape.

Datamaran does not provide legal advice or detailed compliance tracking; instead, the platform helps organizations identify regulatory trends and prioritize developments requiring further legal analysis.

Our Approach: How Datamaran Analyses Regulations

Datamaran combines AI-driven regulatory discovery with expert human analysis to ensure that regulatory developments are both comprehensive and relevant for ESG strategy.

Regulatory monitoring workflow

The regulatory monitoring process includes several stages:

1. Source identification

Datamaran continuously monitors official government portals, regulatory authorities, international organizations, and policy publications across jurisdictions.

2. AI-assisted discovery

Natural Language Processing (NLP) and other AI techniques identify potentially relevant ESG regulatory developments and flag them for analyst review.

3. Expert validation and analysis

Datamaran’s regulatory analysts review each identified regulation to confirm its relevance, assess its content, and analyse its potential ESG implications.

4. Topic tagging and classification

Once validated, each regulation is analysed and tagged according to Datamaran’s ESG taxonomy and regulatory categorization framework.

Topic-based analysis

Regulations are tagged against Datamaran’s proprietary taxonomy of more than 90 ESG topics, enabling users to easily identify regulatory developments related to specific sustainability themes.

While the initial identification and tagging process is AI-assisted, every regulation undergoes a double human review by Datamaran’s regulatory experts to validate its classification and ensure analytical accuracy.

Regulatory categorisation

Each regulatory initiative is also classified according to several attributes, including:

• Regulatory stage
• Enforcement level
• Jurisdiction
  

   

This categorization allows users to understand both the maturity and potential impact of regulatory developments.

 

🔗 For detailed definitions, please read Regulations: Concepts and definitions

Scope of coverage

Datamaran’s Regulatory Monitoring focuses on strategically relevant ESG regulatory developments, rather than providing a comprehensive legal database.

The objective is to help ESG, strategy, and risk teams identify regulatory trends and emerging policy signals, rather than track every technical legal amendment.

Regulations are included in the database based on their potential relevance to corporate sustainability, governance, and risk management.

This curated approach helps organizations focus on material developments while avoiding unnecessary regulatory noise.

Jurisdiction Coverage

The database includes regulatory initiatives across multiple governance levels:

• Global regulations issued by international organizations

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  Regional regulations (for example European Union regulations)

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  Country-level regulations

   

• US state-level regulations

In the United States, regulatory developments are tracked at the state level, reflecting the significant role states play in shaping ESG-related policy.

Regional and Global Initiatives

In addition to country and state-level monitoring, Datamaran also tracks regional and global ESG regulatory initiatives, which often shape regulatory trends across multiple jurisdictions.

European Union initiatives

EU regulatory initiatives are monitored with a weekly research cadence, based on:

• Active monitoring of EU institutional sources
• Relevant regulatory newsletters and policy updates

Once identified and validated, EU regulations are typically added to the regulatory database within one month of release.

Other regional and global initiatives

Other regional and global regulatory developments are monitored primarily through specialized regulatory newsletters and policy briefings.

Relevant initiatives are included in the database when they meet Datamaran’s relevance criteria for ESG regulatory monitoring.

Country prioritization

To maintain a high signal-to-noise ratio, Datamaran prioritizes jurisdictions based on the volume, relevance, and global influence of ESG regulatory developments.

Countries are categorized into research tiers that determine the monitoring frequency and expected timeframe for database updates.

This approach ensures that users receive timely insights from the jurisdictions most likely to shape global ESG policy trends, while still maintaining broader global coverage.

Country prioritization is reviewed twice per year to ensure that monitoring reflects evolving regulatory activity and global policy developments. 

TIER 1 (17 countries)	TIER 2 (6 countries)	TIER 3 (11 countries)	OTHERS (51 countries)
Austria	South Korea	Malaysia	Argentina
Belgium	Brazil	Israel	Armenia
Canada	China	Russia	Albania
Denmark	India	Australia	Andorra
Finland	Japan	Taiwan	Bosnia and Herzegovina
France	Portugal	Turkey	Bulgaria
Germany		Hong Kong	Cyprus
Ireland		Singapore	Colombia
Italy		Mexico	Costa Rica
Luxembourg		UAE	Croatia
Netherlands		Poland	Czech Republic
Norway			Gibraltar
Spain			Egypt
Sweden			Estonia
Switzerland			Faroe Islands
UK			Guernsey
US* (State-level available)			Iceland
			Greece
			Hungary
			Isle of Man
			Indonesia
			Jersey
			Liechtenstein
			Kenya
			Kuwait
			Latvia
			Lithuania
			Macedonia
			Malta
			Mauritius
			Moldova
			Montenegro
			New Zealand
			Nigeria
			Monaco
			Peru
			Philippines
			Morocco
			Qatar
			Romania
			San Marino
			Saudi Arabia
			Serbia
			Slovenia
			Slovakia
			South Africa
			Thailand
			Ukraine
			Uruguay
			Venezuela
			Vietnam

Monitoring Frequency and Database Updates

Monitoring frequency and database update timelines vary depending on the jurisdiction tier and regulatory relevance.

Country priority	Research level	Typical timeframe for database update
Tier 1	Weekly	Within one month of release
Tier 2	Bi-weekly	Within two months of release
Tier 3	Monthly	Within three months of release
Other Countries *Recently created category	Monthly, covers only key regulations, mainly focused on topics “climate change risks management” and “GHG emission & reductions”	Within one month of release
Countries not on our list	Ad-hoc	Within five months of release

USA States Categorization 

Due to the importance of state-level policy in the United States, Datamaran monitors ESG regulatory developments across US states.

US state prioritization follows a similar logic to the country prioritization framework, with different levels of research intensity and update timelines.

US State	Priority	Research level	Timeframe for database update
California	1	weekly	Biweekly
Colorado	1	weekly	Biweekly
Illinois	1	weekly	Biweekly
Louisiana	1	weekly	Biweekly
Maryland	1	weekly	Biweekly
Massachusetts	1	weekly	Biweekly
Michigan	1	weekly	Biweekly
Missouri	1	weekly	Biweekly
New Hampshire	1	weekly	Biweekly
New Jersey	1	weekly	Biweekly
New York	1	weekly	Biweekly
Rhode Island	1	weekly	Biweekly
Washington	1	weekly	Biweekly
Connecticut	2	biweekly	Month
Delaware	2	biweekly	Month
Florida	2	biweekly	Month
Georgia	2	biweekly	Month
Hawaii	2	biweekly	Month
Kentucky	2	biweekly	Month
Maine	2	biweekly	Month
Minnesota	2	biweekly	Month
North Carolina	2	biweekly	Month
Ohio	2	biweekly	Month
Oklahoma	2	biweekly	Month
Oregon	2	biweekly	Month
Pennsylvania	2	biweekly	Month
Tennessee	2	biweekly	Month
Vermont	2	biweekly	Month
Virginia	2	biweekly	Month
Alabama	3	Monthly	Month
Alaska	3	Monthly	Month
Arizona	3	Monthly	Month
Arkansas	3	Monthly	Month
Idaho	3	Monthly	Month
Indiana	3	Monthly	Month
Iowa	3	Monthly	Month
Kansas	3	Monthly	Month
Mississippi	3	Monthly	Month
Montana	3	Monthly	Month
Nebraska	3	Monthly	Month
Nevada	3	Monthly	Month
New Mexico	3	Monthly	Month
North Dakota	3	Monthly	Month
South Carolina	3	Monthly	Month
South Dakota	3	Monthly	Month
Texas	3	Monthly	Month
Utah	3	Monthly	Month
West Virginia	3	Monthly	Month
Wisconsin	3	Monthly	Month
Wyoming	3	Monthly	Month