Commissioned Research
Top 10 Best AI R Emissions Management Software of 2026

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Environment Energy

Top 10 Best AI R Emissions Management Software of 2026

Compare ai r emissions management software for tracking, reporting, and compliance needs, including Locus Technologies EIM and alternatives.

19 min readUpdated Editorially scoped research
How we ranked these tools
01Editorial Scope

Vendors set the topic, but our editors set the inclusion criteria and the evaluation framework before research starts.

02Source Research

Search agents gather the source set and the review record, including transcriptions of video reviews and podcasts.

Read our full methodology →

Framework: Features 40% · Ease 30% · Value 30%

Gitnux may earn a commission through links on this page — this does not influence rankings. Editorial policy

Emissions management software matters because it turns messy facility inputs into consistent inventory records, permits data, and compliance outputs that operations and compliance teams can defend. This comparison helps evaluators weigh where automation, integration via API, and RBAC plus audit logs reduce manual rework without breaking the organization’s data schema and reporting workflow.

Locus Technologies EIM is the best overall choice for regulated manufacturers that need shared air compliance workflows across facilities, because it connects air tasks with broader facility, waste, water, and sustainability records in one configurable EIM environment, while Cority Environmental Cloud is the enterprise alternative for multi-site operators thanks to its unified governance that links air compliance workflows with company-wide records, tasks, approvals, and document control.

Editor’s top 3 picks

Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.

Editor pick
1

Locus Technologies EIM

Configurable environmental information management connects air compliance tasks with broader facility, waste, water, and sustainability records.

Best for: Fits when regulated manufacturers need shared environmental workflows across multiple facilities.

2

Cority Environmental Cloud

Editor pick

Unified environmental management architecture links air compliance workflows with enterprise-wide environmental records and governance.

Best for: Fits when multi-site operators need governed air compliance within a wider environmental management program.

3

Intelex Environmental Management

Editor pick

Configurable environmental workflow architecture links emissions activities with corrective actions, approvals, obligations, and site-level accountability.

Best for: Fits when multi-site organizations need emissions workflows connected to broader environmental compliance operations.

Comparison Table

1
vertical specialist
9.5/10
Overall
2
8.7/10
Overall
3
8.6/10
Overall
4
enterprise
8.3/10
Overall
5
8.1/10
Overall
6
7.9/10
Overall
7
vertical specialist
7.5/10
Overall
8
7.1/10
Overall
9
6.9/10
Overall
10
vertical specialist
6.7/10
Overall
#1

Locus Technologies EIM

vertical specialist

Environmental information management SaaS with air emissions tracking and greenhouse gas reporting.

9.5/10
Overall
Features9.5/10
Ease of Use9.5/10
Value9.5/10
Standout feature

Configurable environmental information management connects air compliance tasks with broader facility, waste, water, and sustainability records.

Locus Technologies EIM suits organizations managing air programs alongside water, waste, chemical, and sustainability data. Configuration supports facility hierarchies, environmental records, task assignments, document control, inspection schedules, and audit histories. The system can consolidate information from multiple locations and give environmental managers a shared register for obligations, measurements, and follow-up actions.

The breadth creates a tradeoff because teams seeking a highly specialized CEMS data acquisition environment may need additional integrations or configuration. Locus Technologies EIM fits manufacturers with recurring permit tasks, distributed facilities, and corporate reporting requirements that extend beyond emissions alone.

Pros
  • +Covers air, water, waste, chemical, and sustainability records in one EIM environment
  • +Configurable workflows assign inspections, corrective actions, and recurring compliance tasks
  • +Multi-site structures support centralized oversight across facilities and business units
  • +Document and audit histories preserve evidence for internal reviews
Cons
  • –Broad environmental coverage can require configuration for specialized emissions workflows
  • –CEMS-focused teams may need external data acquisition integrations
  • –Implementation requires disciplined facility, obligation, and responsibility setup
  • –User experience depends on consistent administration across sites
Use scenarios
  • Manufacturing environmental managers

    Coordinate recurring permit obligations

    Fewer missed compliance tasks

  • Corporate EHS departments

    Consolidate multi-site environmental data

    Centralized portfolio oversight

Show 2 more scenarios
  • Regulated facility operators

    Manage environmental documentation

    More consistent documentation

    Operators store permits, procedures, inspection evidence, and assigned actions alongside operational environmental records.

  • EHS audit coordinators

    Track corrective action evidence

    Clearer action accountability

    Audit teams link findings to owners, due dates, supporting documents, and completion histories within one record system.

Best for: Fits when regulated manufacturers need shared environmental workflows across multiple facilities.

#2

Cority Environmental Cloud

enterprise

Environmental management software covering air emissions, permits, waste, water, and compliance tasks.

8.7/10
Overall
Features8.7/10
Ease of Use8.7/10
Value8.7/10
Standout feature

Unified environmental management architecture links air compliance workflows with enterprise-wide environmental records and governance.

Cority Environmental Cloud combines environmental data management with configurable workflows for air permits, monitoring records, corrective actions, and regulatory submissions. Site teams can organize emission points, attach supporting documents, assign review tasks, and consolidate information for corporate oversight. Its broader environmental scope provides a shared operating model for air, waste, water, and sustainability data instead of isolating emissions in a specialist calculator.

The tradeoff is implementation complexity because organizations must configure site structures, workflows, permissions, and regulatory processes before routine use becomes efficient. It fits manufacturers and energy operators that need centralized governance across facilities, especially when environmental managers must connect local records with corporate compliance reviews.

Pros
  • +Centralizes air compliance data with broader environmental management workflows
  • +Supports multi-site governance, task assignment, approvals, and document control
  • +Configurable records accommodate varied facilities, permits, and operating processes
  • +Connects environmental performance data with enterprise reporting and oversight
Cons
  • –Implementation requires detailed configuration and environmental process mapping
  • –Broader suite scope may exceed the needs of single-site air programs
  • –Advanced regulatory workflows can require specialist administration
  • –User experience depends on consistent site-level data ownership
Use scenarios
  • Multi-site manufacturers

    Centralized facility emissions governance

    Consistent compliance oversight

  • Environmental compliance managers

    Permit obligation tracking

    Fewer missed obligations

Show 1 more scenario
  • Energy operators

    Enterprise environmental reporting

    Centralized management reporting

    Environmental teams consolidate operational data and review performance across geographically distributed assets.

Best for: Fits when multi-site operators need governed air compliance within a wider environmental management program.

#3

Intelex Environmental Management

enterprise

Environmental management software for emissions, permits, audits, incidents, and regulatory obligations.

8.6/10
Overall
Features8.6/10
Ease of Use8.6/10
Value8.6/10
Standout feature

Configurable environmental workflow architecture links emissions activities with corrective actions, approvals, obligations, and site-level accountability.

Air emissions management commonly requires more than calculations, and Intelex Environmental Management connects emissions activities with broader environmental compliance workflows. Its configuration supports environmental data collection, compliance obligations, incidents, corrective actions, inspections, and document control across multiple sites.

Intelex also provides workflow automation, dashboards, reporting, user permissions, and integrations that can connect operational records with environmental programs. Coverage for specialized CEMS acquisition, XML submissions, and advanced emissions modeling may require configuration or complementary systems.

Pros
  • +Connects emissions records with incidents, inspections, corrective actions, and compliance obligations.
  • +Supports configurable workflows, dashboards, forms, approvals, and environmental reporting.
  • +Multi-site administration centralizes environmental data and responsibility assignments.
  • +API and integration options support connections with operational and enterprise systems.
Cons
  • –Advanced CEMS data acquisition may require external systems or custom integration.
  • –Emissions modeling depth is less specialized than dedicated atmospheric dispersion software.
  • –Implementation requires careful configuration of workflows, permissions, and site structures.
  • –Regulatory submission formats may need jurisdiction-specific setup and validation.
Use scenarios
  • EHS compliance managers

    Manage air permits and obligations

    Audit-ready records and faster closure

  • Environmental data analysts

    Automate reporting and dashboards

    Consistent dashboards for teams

Show 2 more scenarios
  • Operations supervisors

    Track inspections and document control

    Fewer missed actions

    Centralize inspection findings and required documents tied to emissions activities and follow-ups.

  • Multi-site program administrators

    Coordinate incidents across plants

    Clear accountability per site

    Standardize user permissions and corrective action workflows for air emissions incidents globally.

Best for: Fits when multi-site organizations need emissions workflows connected to broader environmental compliance operations.

#4

VelocityEHS

enterprise

Cloud EHS platform with air emissions inventory and Title V compliance tracking capabilities.

8.3/10
Overall
Features8.3/10
Ease of Use8.3/10
Value8.3/10
Standout feature

Integrated environmental compliance workflows connect air emissions records with corrective actions, permits, incidents, and wider EHS governance.

Fits organizations managing environmental, health, and safety data across multiple facilities and regulatory programs. VelocityEHS combines air emissions tracking with environmental compliance workflows, incident management, chemical management, and corrective actions.

Pros
  • +Combines air compliance records with broader EHS workflows in one environment
  • +Supports multi-site emissions inventories and regulatory calculations
  • +Connects corrective actions with compliance tasks and incident records
  • +Provides configurable reporting and approval workflows for environmental teams
Cons
  • –Advanced air calculations may require substantial initial configuration
  • –Specialized CEMS data acquisition is not the product’s primary focus
  • –Reporting depth depends on available regulatory content and connected source data
  • –The broad suite can add administrative complexity for air-only teams

Best for: Fits when multi-site EHS teams need air compliance alongside incident, chemical, and corrective-action management.

#5

EHS Insight Environmental Management

SMB

EHS software with environmental modules for emissions records, inspections, incidents, and compliance actions.

8.1/10
Overall
Features8.1/10
Ease of Use8.2/10
Value8.0/10
Standout feature

Environmental management workflows integrated with EHS forms, corrective actions, document control, and multi-site administration.

Air emissions management usually depends on specialized source registers, calculations, monitoring feeds, and regulatory submissions. EHS Insight Environmental Management distinguishes itself by placing environmental workflows inside a broader EHS management system with configurable forms, incidents, inspections, corrective actions, and document controls.

Pros
  • +Configurable environmental forms support site-specific data collection without custom software development.
  • +Corrective-action workflows connect findings, assigned owners, due dates, and completion evidence.
  • +Multi-site dashboards consolidate environmental tasks and records within one EHS administration layer.
  • +Document controls help retain permits, procedures, inspection evidence, and approval histories.
Cons
  • –Dedicated CEMS data acquisition and automated stack-feed processing are not core capabilities.
  • –Emission-factor libraries and detailed permit calculations require external data or custom configuration.
  • –Regulatory filing workflows for XML submissions and specialized air reports appear limited.
  • –Implementation requires disciplined form design, permissions, and recurring data-governance reviews.

Best for: Fits when organizations need configurable environmental workflows alongside inspections, incidents, documents, and corrective actions.

#6

Dakota Software ProActivity Suite

vertical specialist

Environmental compliance software for air permits, emissions calculations, inspections, and corrective actions.

7.9/10
Overall
Features7.9/10
Ease of Use7.9/10
Value7.9/10
Standout feature

Integrated EHS workflow architecture links air compliance activities with inspections, incidents, corrective actions, and facility governance.

Dakota Software ProActivity Suite differentiates itself through a broader environmental, health, and safety architecture rather than a narrowly focused emissions workspace. Its air module supports emission source registers, permit condition tracking, compliance tasks, inspections, incidents, and corrective actions within shared organizational records.

Pros
  • +Connects air compliance tasks with broader EHS workflows and facility records.
  • +Configurable forms support site-specific permit and inspection processes.
  • +Centralizes corrective actions, approvals, and compliance documentation.
  • +Multi-site administration supports consistent operational controls across facilities.
Cons
  • –Advanced CEMS data acquisition is not its primary strength.
  • –Emissions calculations may require external data preparation or customization.
  • –Broad EHS scope can increase configuration and administration effort.
  • –Specialized electronic reporting workflows may need validation before deployment.

Best for: Fits when multi-site EHS teams need air compliance workflows connected to inspections, incidents, and corrective actions.

#7

MGP NetTTL

vertical specialist

TRC Companies environmental software for air emissions inventory and compliance reporting management.

7.5/10
Overall
Features7.5/10
Ease of Use7.4/10
Value7.6/10
Standout feature

Facility-specific emissions calculation configuration connects source records, testing inputs, and regulatory reporting workflows.

MGP NetTTL provides a structured environment for tracking emission sources, calculating pollutant quantities, and maintaining facility-specific compliance information. Its industrial orientation supports recurring reporting processes rather than general-purpose sustainability dashboards. Teams can organize source data, apply calculation methods, and retain supporting records for review.

Pros
  • +Industrial emissions calculations support facility-specific source configurations
  • +Centralized records support multi-site environmental reporting
  • +Source testing data can feed recurring calculation workflows
  • +Permit information and compliance records remain connected
Cons
  • –Initial configuration can require substantial environmental expertise
  • –Public documentation provides limited detail about API capabilities
  • –User experience may feel specialized for occasional users
  • –Advanced integrations may require vendor-led implementation
Use scenarios
  • Environmental compliance departments

    Recurring facility emissions reporting

    More consistent reporting cycles

  • Multi-site manufacturers

    Centralized environmental data management

    Better cross-site visibility

Show 1 more scenario
  • Regulated industrial facilities

    Permit condition tracking

    Fewer missed obligations

    Environmental staff associate operating records and calculations with facility-specific permit obligations.

Best for: Fits when regulated industrial groups need centralized calculations and reporting across multiple facilities.

#8

EcoOnline Environmental Management

enterprise

Environmental compliance software for emissions, chemicals, waste, incidents, and regulatory tasks.

7.1/10
Overall
Features7.1/10
Ease of Use7.1/10
Value7.1/10
Standout feature

Integrated environmental workflow management links emissions-related tasks with incidents, inspections, corrective actions, and document evidence.

EcoOnline Environmental Management manages environmental data across sites, activities, substances, and compliance obligations. Its environmental management workflows combine incident handling, inspections, corrective actions, document control, and reporting in one configurable workspace.

Pros
  • +Centralizes environmental registers, inspections, incidents, actions, and supporting documents.
  • +Configurable workflows support site-level ownership and escalation of compliance tasks.
  • +Multi-site reporting helps consolidate environmental performance across operating locations.
  • +Broader environmental coverage reduces the need to manage separate compliance workspaces.
Cons
  • –Dedicated CEMS data acquisition is not a central product capability.
  • –Detailed Title V reporting workflows may require external systems or manual preparation.
  • –Emission-factor and source-testing depth may not match specialist air software.
  • –Configuration requires disciplined administration across sites, roles, and workflows.

Best for: Fits when multi-site organizations need emissions oversight within a broader environmental management program.

#9

Sphera Environmental Accounting

enterprise

Environmental accounting software for emissions inventories, environmental impacts, and regulatory reporting.

6.9/10
Overall
Features6.9/10
Ease of Use6.9/10
Value6.9/10
Standout feature

Environmental accounting integration that connects facility activity data with broader Sphera sustainability and EHS reporting structures.

Organizations managing environmental accounting across multiple facilities fit Sphera Environmental Accounting best when emissions data must connect with broader sustainability reporting. The software supports emissions calculations, activity data collection, environmental performance tracking, and multi-site consolidation within Sphera’s wider EHS and sustainability portfolio.

Pros
  • +Connects environmental accounting with broader Sphera sustainability and EHS data.
  • +Supports multi-site consolidation for corporate environmental reporting.
  • +Handles structured activity data and emissions factor calculations.
  • +Fits organizations needing governed environmental data across business units.
Cons
  • –Dedicated CEMS data acquisition is not its primary strength.
  • –Permit deviation tracking and electronic reporting workflows may require complementary tools.
  • –Implementation can require extensive configuration of organizational and environmental data.
  • –The accounting focus may exceed the needs of single-site air compliance teams.

Best for: Fits when multinational organizations need centralized environmental accounting across facilities and existing Sphera applications.

#10

Mapistry

vertical specialist

Environmental compliance platform for industrial facilities with air emissions tracking and Tier II reporting.

6.7/10
Overall
Features6.7/10
Ease of Use6.7/10
Value6.7/10
Standout feature

Configurable environmental workflows link field observations, compliance tasks, documents, and corrective actions across facilities.

Mapistry organizes environmental compliance data around facility activities, inspections, tasks, and corrective actions rather than only static emissions calculations. Its workflow tools support permit condition tracking, field inspections, incident records, document management, and multi-site reporting.

Pros
  • +Connects inspections, tasks, incidents, documents, and corrective actions in shared compliance workflows
  • +Supports multi-site environmental data consolidation and configurable dashboards
  • +Provides mobile-friendly field data collection for inspections and operational checks
  • +Covers broader environmental compliance processes beyond air emissions records
Cons
  • –Dedicated CEMS data acquisition capabilities are not a central product focus
  • –Advanced emissions calculations may require external spreadsheets or connected systems
  • –Air permit reporting depth is less specialized than air-only compliance products
  • –Configuration and workflow governance require deliberate administrative ownership

Best for: Fits when multi-site environmental teams need connected field workflows and broader compliance oversight beyond air inventories.

Conclusion

After evaluating 10 ai r emissions management software, Locus Technologies EIM stands out as our overall top pick — it scored highest across our combined criteria of features, ease of use, and value, which is why it sits at #1 in the rankings above.

Our Top Pick
Locus Technologies EIM

Use the comparison table and detailed reviews above to validate the fit against your own requirements before committing to a tool.

Frequently Asked Questions About Ai R Emissions Management Software

Which AI r emissions management tools focus on workflow governance across multiple sites instead of isolated calculations?
Cority Environmental Cloud connects governed air permit workflows with broader environmental records for multi-site oversight. Intelex Environmental Management and VelocityEHS do similar end-to-end linkage by pairing emissions activities with corrective actions, inspections, and broader EHS records. Mapistry also connects field evidence and tasks to compliance obligations, which supports operational governance beyond a standalone emissions calculator.
How do integrations and APIs typically work for emissions data flows between CEMS, spreadsheets, and compliance systems?
Many buyers use integrations to move source registers and calculation inputs into an emissions management workflow rather than relying on manual form entry. Intelex Environmental Management and EcoOnline Environmental Management both sit in a configurable compliance workspace where external systems can feed inputs and store evidence for reporting. Cority Environmental Cloud and VelocityEHS also support broader EHS data models, which often makes integration more about mapping site entities, fields, and document evidence than about shipping a single emissions file format.
What data migration steps usually matter when moving from a legacy emissions inventory tool into Locus Technologies EIM or MGP NetTTL?
Data migration depends on whether the legacy system stored a reusable source register and calculation method history or only final emission totals. Locus Technologies EIM requires moving facility hierarchies, environmental records, obligation tracking, and measurement context into its configurable structure. MGP NetTTL emphasizes repeatable calculations, so migration should include source testing inputs, calculation method configuration, and the facility-specific compliance record structure so recurring reporting stays consistent.
How do admin controls and RBAC differ between configurable suites like Dakota Software ProActivity Suite and EHS-focused platforms like EHS Insight Environmental Management?
Dakota Software ProActivity Suite uses air-module workflows inside a broader EHS architecture, so RBAC often maps to operational roles and compliance evidence stages across permits, inspections, incidents, and corrective actions. EHS Insight Environmental Management centers environmental workflows inside an EHS management system, so access control usually focuses on forms, task assignments, document controls, and multi-site administration. The practical tradeoff is configuration effort, because permissions need to match the organization’s review and evidence process.
What audit log and evidence retention practices should emissions teams check before choosing EcoOnline Environmental Management or Cority Environmental Cloud?
Emissions compliance work depends on traceability, so teams should confirm that the system stores audit-relevant change history for source records, calculation inputs, document attachments, and task outcomes. Cority Environmental Cloud targets regulated workflows where review tasks and supporting documents must remain connected to permit and submission context. EcoOnline Environmental Management is strong in environmental workflow evidence storage, so emissions teams should verify that their emissions inputs and compliance artifacts remain linked to the relevant tasks and obligations.
How does schema design affect calculation configuration in MGP NetTTL compared with workflow-first suites like Mapistry?
MGP NetTTL is structured around emission source tracking, calculation methods, and facility-specific compliance records, so schema design centers on source data fields and calculation configuration used for recurring reporting. Mapistry organizes compliance data around activities, inspections, tasks, and corrective actions, so its schema tends to prioritize evidence and obligation linkage over advanced emissions modeling. Teams with complex calculation requirements often need to ensure their source register structure maps cleanly into MGP NetTTL’s calculation-focused model.
What setup work is required to connect emissions inventories with permit condition tracking in Intelex Environmental Management or VelocityEHS?
Permit condition tracking requires aligning permit obligations to emissions sources, operational evidence, and task workflows so each obligation has accountable records. Intelex Environmental Management supports configurable compliance workflows tied to obligations and site-level accountability, which helps connect permit conditions to inspections and corrective actions. VelocityEHS provides air emissions tracking with regulatory calculations and permit-related records, so setup must map emissions inventories to the permit records that drive reporting and follow-up.
When do emissions teams need extensibility features like configurable forms and workflows rather than a fixed emissions module?
Configurable forms and workflows matter when organizations handle multiple data capture styles for source testing, permit-specific conditions, and internal evidence review steps. EHS Insight Environmental Management and Dakota Software ProActivity Suite both use configurable forms and workflows inside broader EHS structures, which supports custom compliance processes. Cority Environmental Cloud and Locus Technologies EIM also require configuration of site structures and regulatory processes, so extensibility is real but depends on implementation planning.
What common operational issues appear after rollout, such as throughput bottlenecks or inconsistent data capture, in multi-site deployments?
Throughput issues often come from slow evidence collection and inconsistent source data, so teams need standardized data entry requirements and validation aligned to the data model. Cority Environmental Cloud and Intelex Environmental Management handle multi-site governance, but rollout typically needs site-level workflows that match how teams capture source registers and supporting documents. VelocityEHS and EcoOnline Environmental Management also centralize environmental workflows, so rollout success depends on consistent document control and corrective-action linkage so emissions evidence stays complete for each obligation.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right Ai R Emissions Management Software

We usually see the real split in ai r emissions management software come down to how deeply tools integrate workflows through integration depth, how they translate emissions inputs using a clear data model, and how much automation you can apply with audit log-backed governance and an API surface.

Workflow and source integration depth

Why it matters

Workflow and source integration depth decides whether emissions data stays consistent from import to reporting, or whether teams rebuild spreadsheets. In this category, less manual reshaping usually means fewer wrong inputs and faster iteration.

How to check

Ask to see an end-to-end run: import fuel/activity inputs, link them to assets/processes, then generate an output. Confirm which sources are native versus requiring exports by showing the exact connection steps and required field mappings.

Emissions data model and schema fit

Why it matters

The emissions data model and schema fit affects whether your site/asset structure maps cleanly and whether calculations remain traceable. When the model feels mismatched, every update risks rework and broken assumptions.

How to check

Bring a sample dataset that matches your real structure (sites, activities, or products). During the demo, verify you can represent it without flattening, and check whether the tool shows how each input rolls up to outputs.

Automation rules and calculation configuration

Why it matters

Automation rules and calculation configuration determine how repeatable your month-end process is. If rules are hard-coded or buried, teams will rely on manual adjustments that are easy to miss.

How to check

Request a “what happens when inputs change” walkthrough: update one input value and show what recalculates and what requires approval. Then ask where the calculation logic lives and whether you can configure it per your method assumptions.

Extensibility via API and exports

Why it matters

Extensibility via API and exports matters when you need to connect planning tools, data pipelines, or internal reporting. A usable API surface reduces brittle file handoffs and keeps transformations consistent.

How to check

Ask for the API documentation and walk through one real workflow: pushing inputs, triggering a calculation, and retrieving results. If they rely on exports, verify the format includes identifiers that let you reconcile updates across runs.

RBAC and audit log coverage

Why it matters

RBAC and audit log coverage controls who can change emissions inputs and who can view calculated outputs. Without strong audit log detail, it’s hard to prove lineage when teams collaborate or replace data sources.

How to check

During the demo, ask an admin to create two roles and show permissions for editing inputs versus viewing reports. Then change a record and confirm the audit log captures what changed, by whom, and which downstream outputs were affected.

Red flags

  • Your real input structure can’t map without flattening or manual rekeying
  • Calculated outputs don’t show what input drove them or what changed between runs
  • Audit history is vague, missing actor/action details, or doesn’t tie to results

Fit by situation

  • If you have recurring month-end workflows across many sites, prioritize Automation rules and calculation configuration.
  • If your team uses internal pipelines, prioritize Extensibility via API and exports.
  • If multiple roles touch inputs and outputs, prioritize RBAC and audit log coverage.
Commissioned Research

Funding and competing interests

This study was co-funded by several of the vendors assessed in it. No single vendor funded it. Funders could propose the market studied.

They had no role in selecting vendors, setting or weighting criteria, analysing data or drawing conclusions, and they received the same factual-accuracy check as every other vendor assessed.

Market definition, inclusion rules and criteria weights were fixed by an editor before research began and did not change afterwards. Editorial process →

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