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Business FinanceTop 10 Best ERP Implementation Software of 2026
Ranked top 10 erp implementation software for ERP rollout scope and support, featuring Microsoft Dynamics 365 Finance, NetSuite, Epicor Kinetic.
How we ranked these tools
An editor sets the topic, the inclusion criteria, and the evaluation framework before research starts.
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Framework: Features 40% · Ease 30% · Value 30%
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Epicor Kinetic is the best pick when you need ERP workflow coverage from shop-floor and supply chain through to finance, whereas Microsoft Dynamics 365 Finance fits enterprise teams prioritizing governed, multi-company finance automation with API integration, and if you’re budget-conscious Deltek Costpoint is the stronger low-cost entry for government contractor project accounting.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
Epicor Kinetic
Configurable workflow approvals and exception handling integrated into core ERP transactions and screens.
Best for: Fits when manufacturers need ERP workflow coverage plus API-based integration for operations-to-finance data flow.
Microsoft Dynamics 365 Finance
Editor pickWorkflow-driven approvals with controlled posting behavior for period close and financial governance.
Best for: Fits when enterprises need governed finance automation with strong API integration across multiple companies.
NetSuite
Editor pickSuiteFlow approval workflows combine state transitions with role-based actions inside standard NetSuite governance.
Best for: Fits when finance, order, and inventory processes need strong API-based integration and governed automation.
Comparison Table
Epicor Kinetic
vertical specialistManufacturing ERP software for production, supply chain, finance, and shop-floor operations.
Configurable workflow approvals and exception handling integrated into core ERP transactions and screens.
Epicor Kinetic provides core ERP modules for order management, production and inventory, procurement, and general ledger, with configuration work managed via administrator-led setups. Role-based access controls and audit-ready change tracking for transactional activity are available inside the application UI and help support governance during rollouts. The integration surface covers APIs for custom applications and middleware-friendly data exchange patterns for EDI and file-based flows.
A common tradeoff is that deeper automation and tight integration often require partner-led design plus custom development using the API surface. Epicor Kinetic fits implementation work where process workshops map manufacturing workflows to configurable screens and rules, and where cutover plans must include master data governance and reconciliation steps.
- +Manufacturing process depth across orders, production, and inventory
- +API surface supports custom integration for transactions and master data
- +Workflow-driven approvals reduce ad hoc spreadsheet handling
- +Role-based access supports separation of duties for operations and finance
- –Advanced automation can require custom development and partner support
- –Configuration complexity grows quickly with multi-site organizational structure
- –Some integrations depend on the chosen middleware and EDI mapping approach
- –Data conversion work needs disciplined governance to avoid reconciliation issues
Manufacturing operations teams
Automate production holds and approvals
Faster release from production holds
ERP integration architects
Sync orders and inventory to systems
Reduced manual data re-entry
Show 2 more scenarios
Finance and controllers
Standardize subledger to ledger posting
Cleaner month-end close
General ledger configuration aligns operational postings to consistent chart structures and approval controls.
Implementation program managers
Coordinate cutover across sites
More predictable go-live readiness
Rollout planning and governance help sequence configuration, data conversion, and validation for multi-site operations.
Best for: Fits when manufacturers need ERP workflow coverage plus API-based integration for operations-to-finance data flow.
Microsoft Dynamics 365 Finance
enterpriseERP software for financial management, supply chain operations, budgeting, and business processes.
Workflow-driven approvals with controlled posting behavior for period close and financial governance.
Dynamics 365 Finance supports financial management across multiple companies with configuration for chart of accounts, cost allocation, intercompany behavior, and posting controls that affect downstream reporting. Process execution relies on role-based access control, audit logging, and workflow-driven approvals that help enforce segregation of duties during month-end and period close. Integration depth comes from a documented API surface and event-based integrations used for master data synchronization, EDI or file-based flows, and transactional handoffs with external systems.
A common tradeoff is implementation effort because finance configuration, document handling, and integration mapping require detailed fit-gap work across jurisdictions and business units. Dynamics 365 Finance is a strong fit for rollout programs that standardize financial controls across divisions and need repeatable automation for posting, approvals, and downstream exports. Teams with highly bespoke finance logic often require partner-built extensions and careful governance of customizations to keep upgrade paths controlled.
- +RBAC and audit trails support controlled period close workflows
- +API surface supports transactional integration and master data synchronization
- +Configurable posting rules reduce rework after chart of accounts changes
- +Multi-company financial setup supports intercompany accounting patterns
- –Finance configuration and approval mapping often require extensive fit-gap sessions
- –Complex integrations can add maintenance overhead for custom extensions
- –Opening balance and reconciliation workstream can dominate early rollout timelines
- –Advanced workflow automation may require partner involvement for design reviews
CFO and finance transformation teams
Standardize controls across entities
Fewer close exceptions
ERP integration architects
Automate order and master data flows
Lower manual reconciliation
Show 2 more scenarios
Shared services finance teams
Scale procure-to-pay processing
Faster processing throughput
Route approvals and posting logic consistently for high transaction volumes across companies.
Enterprise data migration leads
Migrate opening balances with reconciliation
Cleaner migration sign-off
Plan structured opening balance conversion and reconciliation to align legacy balances with live setup.
Best for: Fits when enterprises need governed finance automation with strong API integration across multiple companies.
NetSuite
enterpriseCloud ERP suite targeting mid-market to enterprise companies with multi-subsidiary consolidation.
SuiteFlow approval workflows combine state transitions with role-based actions inside standard NetSuite governance.
NetSuite implementation projects typically start with chart of accounts, organizational structure, and inventory accounting alignment to NetSuite record types and transaction rules. Integration depth is often handled through REST and SOAP web services plus SuiteTalk provisioning, which reduces custom middleware volume for standard workflows. Automation commonly uses SuiteFlow for approval workflows and SuiteScript for event-driven validations and data synchronization. Administrative control usually centers on granular permissions, sandbox-based testing, and change review workflows tied to deployments.
A tradeoff shows up in governance workload during complex integrations and high-volume automations, because custom scripts and external data mapping can create operational overhead. NetSuite fits organizations that need finance-led ERP processes connected to order and inventory execution, with predictable integration points for data exchange and reconciliation. It is also a strong fit when a partner can translate domain requirements into NetSuite configuration choices rather than expanding custom objects.
- +SuiteScript and SuiteFlow enable event-driven automation without bespoke services
- +REST and SOAP APIs cover common ERP workflows with predictable transaction behavior
- +Role-based access and record change tracking support audit-ready process control
- +SuiteCloud tooling supports sandbox testing and controlled deployments
- –Complex custom scripting can increase tuning and monitoring effort
- –Some niche manufacturing and warehouse workflows require add-ons or customization
- –Advanced reporting often needs careful design to match financial definitions
- –Data migration mapping can be time-intensive when legacy structures differ
ERP program owners
Standardize financial controls across business units
Faster audit responses
Integration architects
Sync orders, customers, and inventory
Lower interface maintenance
Show 2 more scenarios
RevOps and operations
Automate approvals and validations
Fewer manual exceptions
SuiteFlow and SuiteScript enforce approval gates and field rules during order and financial events.
CIO and platform teams
Reduce custom middleware dependencies
More predictable rollouts
SuiteCloud deployment patterns support sandbox testing, controlled releases, and integration governance.
Best for: Fits when finance, order, and inventory processes need strong API-based integration and governed automation.
Workday
enterpriseCloud ERP for finance and HR with embedded implementation methodology and lifecycle management.
Workday Studio and Workday Integration tools support event-driven integration and automated provisioning workflows across HCM and finance.
Workday is an ERP implementation choice built around Workday Financial Management plus Workday HCM. Implementation governance tends to revolve around Workday tenant configuration, system-to-system integrations, and process workflows that map to inbound and outbound business events.
- +Strong API coverage for HR and finance data integration and provisioning
- +Configurable process workflows reduce custom code for many business rules
- +Audit-friendly change control across tenant configuration and administration
- +Enterprise-grade RBAC patterns support separation of duties across teams
- –Integration architecture work is often required for complex enterprise landscapes
- –Data conversion and reconciliation effort can be high for legacy opening balances
- –Governance overhead increases with granular security, approvals, and workflow roles
- –Some reporting and analytics needs require extra upstream design and mappings
Best for: Fits when orgs need controlled ERP rollouts with deep HR and finance integration via API.
Acumatica
SMBCloud ERP for SMBs with open architecture and rapid implementation framework.
Acumatica API integration and extensibility enable transaction-level customizations around core ERP events.
Acumatica performs ERP configuration and financial operations that are oriented around extensible business processes. It supports end-to-end order, inventory, and finance workflows plus analytics that connect operational activity to accounting.
- +Extensible API surface supports custom integrations without rewriting core transactions
- +Role-based access controls align authorization to job functions across workflows
- +Configuration workbooks reduce rework during multi-entity setup and rollout
- +Data import tooling supports controlled master and transactional loads
- –Complex process changes can require coordinated configuration across multiple modules
- –Integration throughput depends on middleware and job scheduling choices
- –Data conversion and migration reconciliation demands careful reconciliation scripts
- –Advanced automation often needs partner-built components
Best for: Fits when mid-market teams need governed ERP workflows with deep integration and repeatable configuration.
Oracle Cloud ERP
enterpriseCloud ERP software covering financials, procurement, project management, and enterprise operations.
Oracle Cloud ERP audit trail captures configuration and transaction-relevant events with RBAC context for governance during implementation and operations.
Oracle Cloud ERP is a cloud ERP suite used by organizations that want tight Oracle-stack integration and deep financial process standardization. It covers core finance, procurement, project and supply chain execution with configuration driven by Oracle ERP business objects.
- +Broad functional coverage across finance, procurement, and projects in one ERP stack
- +Strong API coverage supports external transaction processing and system-to-system integration
- +Granular RBAC supports separation of duties across finance, procurement, and planning roles
- +Audit log records key changes for governance and investigation during implementation
- –Integration architecture work can become complex when non-Oracle middleware is required
- –Complex process configuration can extend fit-gap and testing for scoped requirements
- –Custom extensions need governance to avoid upgrade friction during go-live hypercare
- –Data migration needs disciplined conversion and reconciliation for opening balances
Best for: Fits when global rollouts need standardized finance controls and API-based integration across multiple enterprise systems.
Infor CloudSuite
vertical specialistIndustry-focused cloud ERP suites for manufacturing, distribution, healthcare, and other sectors.
Infor OS integration services provide an application and event integration surface that supports ERP-to-enterprise connectivity beyond point-to-point interfaces.
Infor CloudSuite pairs verticalized ERP processes with Infor OS integration services rather than limiting projects to a single horizontal template. Core capabilities include finance, supply chain, manufacturing, and asset-centric operations, with configuration options designed to match industry workflows.
- +Industry-specific ERP process depth across finance, supply chain, and manufacturing
- +Infor OS integration services support API-first and event-oriented connectivity
- +Role-based access and admin controls fit multi-team rollout governance
- +Strong support for configuration-driven process tailoring during implementation
- –Fit-gap and configuration work can be large for organizations with heavy custom processes
- –Complex integrations often depend on middleware orchestration and implementation support
- –Advanced reporting and analytics frequently require additional design effort
- –Extensibility choices may vary by module and can affect delivery timelines
Best for: Fits when enterprise teams need industry-tailored ERP processes and API-based integration to multiple systems.
Deltek Costpoint
vertical specialistERP software for government contractors covering project accounting, compliance, contracts, and workforce management.
Costpoint’s project and contract accounting structures support execution-based reporting with accounting rules per work scope.
Deltek Costpoint is an ERP implementation software choice for project-driven organizations that need deep support for government contracting and project accounting workflows. It provides finance and project modules that map cleanly to chart of accounts design, contract structures, and operational reporting tied to work execution.
- +Project accounting functions align with contract and labor cost flows
- +Configuration options support granular accounting behavior across projects
- +Strong fit for organizations with reporting needs tied to work execution
- +Implementation documentation and partner ecosystem support structured rollouts
- –Configuration and testing effort is higher than generic financial ERPs
- –Integration projects often require middleware or custom API work
- –User experience can feel process-heavy for non-project accounting teams
- –Rollout scope depends heavily on implementation partner capabilities
Best for: Fits when government-adjacent and project accounting requirements drive finance, reporting, and cutover planning.
SYSPRO
vertical specialistERP software for manufacturing and distribution with financial, inventory, production, and supply chain modules.
Syspro’s transaction-centric integration approach ties sales, inventory, and accounting events to keep external updates consistent.
SYSPRO executes ERP implementation projects by configuring its built-in manufacturing, distribution, and financial workflows into a company-specific process map. It supports integration work through documented REST-style endpoints and data exchange patterns that connect inventory, order, and finance transactions with external systems.
- +Configurable manufacturing and distribution processes reduce custom code needs
- +Integration tooling supports external order, inventory, and finance synchronization
- +Role-based access supports segregation for operations, finance, and procurement
- +Operational audit trails help track changes across transactional activity
- –Complex configuration can slow fit-gap workshops for multi-site deployments
- –Some automation paths depend on custom integration and add-on components
- –Data migration requires disciplined cleansing and mapping for opening balances
- –Reporting extensibility may require developer support for advanced analytics
Best for: Fits when implementation teams need configurable ERP workflows for manufacturing and distribution with controlled integration touchpoints.
Sage Intacct
SMBCloud financial management software for accounting, reporting, planning, and multi-entity operations.
Multi-entity and dimension-driven financial reporting built around Intacct’s ledger architecture.
Sage Intacct targets accounting-forward ERP implementations where finance teams need granular control over dimensions, reporting, and close workflows. Sage Intacct supports order-to-cash and procure-to-pay processes with native modules for revenue, purchasing, and project accounting, while keeping ledgers as the system of record.
- +Strong multi-entity accounting with configurable dimensions for reporting
- +Project accounting supports revenue, costs, and allocations with financial rigor
- +API-first integration approach for feeding financials from external systems
- +Role-based permissions plus audit visibility for high-control accounting teams
- –ERP scope can feel finance-centric without deep native operations modules
- –Workflow automation depends heavily on configuration and integration design
- –Complex data migration needs disciplined mapping for opening balances
- –User adoption during rollout can slow down if roles and processes are unclear
Best for: Fits when finance-led rollouts need tight accounting governance and controlled integrations to external systems.
Conclusion
After evaluating 10 erp implementation software, Epicor Kinetic 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.
Use the comparison table and detailed reviews above to validate the fit against your own requirements before committing to a tool.
How to Choose the Right Erp Implementation Software
ERP implementation software is where fit-gap workshops, configuration workbooks, and cutover planning turn into a governed rollout across finance, order, inventory, and projects. This guide covers Microsoft Dynamics 365 Finance, NetSuite, and Epicor Kinetic alongside Workday, Oracle Cloud ERP, Infor CloudSuite, Acumatica, Deltek Costpoint, SYSPRO, and Sage Intacct.
Selection hinges on integration depth, the ERP data model and configuration mapping used during provisioning, and the automation and API surface exposed for transaction and master data flows. Epicor Kinetic is a manufacturing-focused option with core workflow approvals and exception handling. Microsoft Dynamics 365 Finance and NetSuite add finance posting governance with API-driven integrations for multi-company implementations.
ERP Implementation Software for Governed Configuration, API Integration, and Rollout Control
ERP implementation software supports the end-to-end build for go-live readiness by coordinating business process mapping, requirements traceability from fit-gap sessions, and configuration changes across modules. The strongest platforms also manage the operational reality of cutover planning, including opening balance conversion and reconciliation workstreams.
Epicor Kinetic emphasizes configurable workflow approvals and exception handling inside core ERP screens, which can reduce custom glue code for manufacturing-to-finance transaction paths. Microsoft Dynamics 365 Finance focuses on governed finance automation with workflow-driven approvals for period close, paired with an API surface for transactional integration and master data synchronization across companies.
ERP implementation controls for fit-gap mapping, API-driven integration, and cutover governance
ERP implementation software determines whether fit-gap workshops and configuration workbook outputs can translate into a governed system build rather than a collection of disconnected module settings. It also determines whether integrations move with controlled throughput and traceable posting behavior during cutover, especially when order, inventory, projects, and finance workflows must reconcile in opening balances.
Transaction-embedded workflow approvals and exception handling
Epicor Kinetic includes configurable workflow approvals and exception handling integrated into core ERP transactions and screens. Microsoft Dynamics 365 Finance focuses on workflow-driven approvals with controlled posting behavior for period close.
API surfaces for transactional and master data synchronization
NetSuite provides SuiteScript and SuiteFlow for event-driven automation and REST and SOAP APIs for governed ERP workflows. Acumatica exposes an extensible API surface that supports transaction-level customizations around core ERP events.
Governed authorization and audit trails for rollout control
Microsoft Dynamics 365 Finance combines RBAC and audit trails to support controlled period close workflows. Oracle Cloud ERP captures an audit trail tied to RBAC context for configuration and transaction-relevant governance during implementation and operations.
Integration automation and provisioning workflows for cross-domain rollouts
Workday Studio and Workday Integration tools support event-driven integration and automated provisioning workflows across HCM and finance. Infor CloudSuite pairs Infor OS integration services with an event-oriented connectivity surface for ERP-to-enterprise connectivity beyond point-to-point interfaces.
Modeling for multi-entity and ledger-driven governance
Sage Intacct uses a ledger architecture with multi-entity and dimension-driven financial reporting built around its financial structures. Deltek Costpoint supports project and contract accounting structures that align accounting rules to work scope for execution-based reporting.
Manufacturing and operations workflow depth for ERP build completeness
Epicor Kinetic provides manufacturing process depth across orders, production, and inventory, which reduces gaps between shop-floor events and financial posting. SYSPRO ties sales, inventory, and accounting events with a transaction-centric integration approach that keeps external updates consistent.
How to choose ERP Implementation Software by workflow governance, integration architecture, and rollout fit
A governed ERP build depends on how the platform routes approvals through transactions, how it captures audit context for governance, and how it connects external systems using a documented automation and API surface. Cutover success also depends on how the platform handles opening balance conversion and reconciliation workstreams, because finance governance breaks when historical states do not reconcile to configured ledgers and posting rules.
Map approval and posting governance to the platform’s transaction lifecycle
Choose Epicor Kinetic when manufacturing workflows need approvals and exception handling inside core ERP screens so posting behavior stays consistent with operational events. Choose Microsoft Dynamics 365 Finance when period close governance must be enforced through workflow-driven approvals and controlled posting behavior.
Pick an integration philosophy that matches the integration team’s architecture
Choose NetSuite when event-driven automation with SuiteFlow and programmable automation with SuiteScript must run inside the ERP for predictable transaction behavior. Choose Infor CloudSuite when an event-oriented connectivity surface from Infor OS integration services is the planned backbone for ERP-to-enterprise integration beyond point-to-point links.
Validate the authorization model for cutover and hypercare governance
Choose Oracle Cloud ERP when audit trail capture tied to RBAC context is required for configuration and transaction-relevant governance during implementation and ongoing operations. Choose Microsoft Dynamics 365 Finance when RBAC and audit trails must support controlled period close workflows across multiple companies.
Score integration and provisioning workflows across HR and finance boundaries
Choose Workday when rollouts require controlled provisioning workflows and event-driven integration across HCM and finance using Workday Studio and Workday Integration tools. Choose Oracle Cloud ERP when global rollouts need standardized finance controls plus strong API coverage for external transaction processing and system-to-system integration.
Stress-test data migration reconciliation effort against the ledger architecture
Choose Workday if reconciliation effort for legacy opening balances can be resourced, because data conversion and reconciliation effort can be high for legacy opening balances. Choose Sage Intacct when multi-entity and dimension-driven ledger reporting requires tight accounting governance and structured financial rigor for integrations with external systems.
Limit configuration complexity for multi-site manufacturing and distribution deployments
Choose Epicor Kinetic when configurable manufacturing workflows can justify configuration complexity, because configuration complexity grows quickly with multi-site organizational structure. Choose SYSPRO when transaction-centric integration touchpoints and configurable manufacturing and distribution processes must reduce bespoke integration glue work.
Who needs ERP Implementation Software with workflow governance and integration control
Organizations that implement ERP across multiple departments need more than module configuration because approvals, posting behavior, and audit context must be consistent from workshop outputs to go-live. Teams also need integration control so that order, inventory, projects, and finance systems do not drift during cutover, especially when opening balance conversion and reconciliation are required.
Manufacturers running production, inventory, and order workflows that must post under governed exceptions
Epicor Kinetic fits when manufacturing process depth across orders, production, and inventory must align with core transaction screens that include configurable workflow approvals and exception handling.
Enterprise finance teams that require period close governance across multiple companies
Microsoft Dynamics 365 Finance fits when period close workflows must be enforced through workflow-driven approvals supported by RBAC and audit trails plus API-based integration for master data synchronization.
Finance and operations teams building integrations that need predictable transaction behavior
NetSuite fits when SuiteFlow state transitions and SuiteScript automation need to run without bespoke services, supported by REST and SOAP APIs and governed automation across common ERP workflows.
Global rollouts where ledger governance and auditability must cover configuration and transaction events
Oracle Cloud ERP fits when audit trail capture with RBAC context is required during implementation and ongoing operations across multiple enterprise systems, with API coverage for external transaction processing.
Project-driven organizations that prioritize contract accounting and execution-based reporting
Deltek Costpoint fits when project and contract accounting structures must support accounting rules per work scope and when granular accounting behavior must be validated in configuration and testing.
Common ERP implementation mistakes when workflow governance and integration architecture are not defined early
Many ERP programs stumble when the approval model, posting lifecycle, and integration event design are treated as late-stage configuration tasks instead of architecture decisions. Other programs fail when cutover planning ignores reconciliation realities, especially for opening balance conversions that must match the configured ledger and governance rules.
Defining approvals as static checklists instead of transaction lifecycle rules
Select workflow-first governance in the build by testing how approvals affect controlled posting behavior in period close workflows using Microsoft Dynamics 365 Finance or how state transitions behave with NetSuite SuiteFlow.
Assuming the integration toolkit can be decided after fit-gap workshops
Confirm whether the plan relies on SuiteFlow and SuiteScript event-driven automation inside NetSuite or on Infor OS integration services and event-oriented ERP connectivity in Infor CloudSuite.
Underestimating configuration complexity for multi-site org structures and advanced automation
Plan for configuration complexity growth in Epicor Kinetic when multi-site organizational structure expands, and require a development and partner plan if advanced automation needs custom development.
Treating opening balance migration as a conversion task rather than a reconciliation workstream
Allocate effort for data conversion and reconciliation when Workday legacy opening balances increase reconciliation workload, and validate that ledger architecture choices can reconcile in Sage Intacct dimension-driven reporting.
Choosing an ERP based on functional coverage while ignoring middleware orchestration requirements
Assess integration architecture work before commit by factoring Oracle Cloud ERP complexity when non-Oracle middleware is required and factoring Infor CloudSuite dependency on middleware orchestration for complex integrations.
How We Selected and Ranked These Tools
We evaluated Epicor Kinetic, Microsoft Dynamics 365 Finance, and the other listed platforms using a weighting of features at 40%, ease of rollout and configuration at 30%, and value at 30%. Feature scoring emphasized workflow approvals integrated into transactions, plus automation and the API surface used for transaction and master data flows.
Ease and rollout scoring emphasized how much fit-gap mapping and configuration mapping tends to be needed to turn workshop outputs into governed posting behavior. Epicor Kinetic ranked highest because configurable workflow approvals and exception handling are integrated into core ERP transactions and screens while the platform’s API surface supports custom integration for operations-to-finance data flow.
Frequently Asked Questions About Erp Implementation Software
How do Microsoft Dynamics 365 Finance and NetSuite handle workflow-driven approvals during procure-to-pay and order-to-cash?
Which ERP implementation platforms provide APIs for integrations that cover both transactions and master data moves?
When does data migration become a critical path risk in Epicor Kinetic versus Oracle Cloud ERP?
What breaks if RBAC and audit logging are not designed before user acceptance testing in Infor CloudSuite?
How does Workday Integration support provisioning and event-driven updates across HCM and finance?
Which tool is better suited for configuration workbook-driven rollout repeatability in mid-market implementations?
When should Epicor Kinetic versus SYSPRO use a sandbox or mock cutover approach?
How do SuiteScript and SuiteCloud on NetSuite compare with Oracle integration services for two-way data exchange requirements?
What tradeoff appears when an ERP rollout centers on project and contract accounting in Deltek Costpoint?
How do Sage Intacct and Epicor Kinetic differ in ledger governance during close and operational reporting?
Tools reviewed
Primary sources checked during evaluation.
Referenced in the comparison table and product reviews above.
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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