GITNUXSOFTWARE REVIEW
General KnowledgeTop 10 Best Cec Software of 2026
Top 10 roundup compares cec software options for teams, outlining key features, typical use cases, and tradeoffs to shortlist tools.
How we ranked these tools
Vendors set the topic, but our editors set the inclusion criteria and the evaluation framework before research starts.
Search agents gather the source set and the review record, including transcriptions of video reviews and podcasts.
Framework: Features 40% · Ease 30% · Value 30%
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CourseStorm is the best choice for training teams that need governed cohort progress because cohort-linked course requirements gate learning and completion in program sequence, whereas Twilio Flex fits API-led contact centers that want an agent desktop and programmable routing built from configurable UI components.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
CourseStorm
Cohort-linked course requirements that gate progress and track completion by program sequence.
Best for: Fits when training programs need governed learning paths and engagement follow-ups without contact-center operations.
Twilio Flex
Editor pickFlex UI and call controls are built as configurable components backed by programmable workflows.
Best for: Fits when teams need an agent desktop and contact center automation controlled by APIs.
CE Zoom
Editor pickEvent-driven integration that maps engagement state changes to external automation workflows for downstream handling.
Best for: Fits when teams need controlled routing, recorded interactions, and workflow automation tied to back-office systems.
Comparison Table
CourseStorm
SMBCourseStorm provides online registration, payment processing, rosters, and communications for education programs.
Cohort-linked course requirements that gate progress and track completion by program sequence.
CourseStorm centers its engagement workflow on courses, cohorts, and enrollment states, which makes it easier to govern learning outcomes than general-purpose ticketing or messaging tools. Learner activity is recorded in a way that supports reporting on completion and engagement milestones, including course-level progress views. Administration is geared toward managing catalogs and requirements rather than agent-assisted support operations.
The main tradeoff is that CourseStorm is not built as a full contact center stack with agent desktop, queue management, or telephony controls. It fits teams that need structured education delivery with consistent follow-ups, such as onboarding programs that must complete a defined sequence before access is granted.
- +Course catalogs and enrollment workflows align with structured program delivery
- +Progress and completion reporting supports measurable learning outcomes
- +Cohort-based requirements make follow-through easier to standardize
- +Integration-focused activity exports support training data reuse
- –Not a contact center foundation with agent workspace and queue management
- –Advanced automation requires careful configuration across course dependencies
- –Fewer engagement channels than omnichannel customer service suites
- –Reporting is course-centric and less suitable for agent performance analytics
L&D operations teams
Manage cohort onboarding sequences
Consistent readiness checks
Customer success enablement
Track product adoption training
Faster adoption milestones
Show 2 more scenarios
Compliance training leads
Enforce required learning completion
Documented completion evidence
Uses course-level progress signals to confirm completion of mandatory training steps.
CRM administrators
Sync training activity downstream
Cleaner customer engagement records
Exports learner activity so customer profiles can reflect training status in external systems.
Best for: Fits when training programs need governed learning paths and engagement follow-ups without contact-center operations.
Twilio Flex
API-firstComposable contact center platform with programmable voice, messaging, and AI-driven routing.
Flex UI and call controls are built as configurable components backed by programmable workflows.
Twilio Flex builds a customizable agent desktop for contact center operations with a programmable UI and real-time telephony integrations. It supports inbound and outbound voice workflows using Twilio’s underlying communications APIs, plus channel add-ons for chat, SMS, and email case routing.
The product centers on automation hooks and event-driven orchestration so contact center logic can be tailored without replacing the core runtime. Flex also includes governance features like role-based access controls and audit logging to manage changes across deployments.
- +Programmable agent desktop with UI customization via Flex components and APIs
- +Event-driven automation for routing, agent actions, and workflow state changes
- +Strong extensibility through Twilio’s voice and messaging integration surface
- +RBAC and audit logging support controlled administration of configurations
- –Advanced customization requires ongoing development and deployment discipline
- –Omnichannel depth depends on which Twilio channel components get integrated
Operations leaders modernizing contact centers
Replace fixed agent console interface
More configurable agent experience
Supervisors and contact center ops
Control queues and agent status
Greater control over distribution
Show 2 more scenarios
Contact center and CRM integration teams
Connect calls to customer records
Context in connected workflows
Integrate Flex workflows with external CRM or case systems to provide customer context during handling.
Contact center ops and routing engineers
Route inbound voice interactions
Inbound calls follow routing rules
Configure routing behavior for incoming calls using queue definitions and operational rules for voice handling.
Best for: Fits when teams need an agent desktop and contact center automation controlled by APIs.
CE Zoom
vertical specialistCE Zoom manages continuing education courses, certificates, attendance, and licensing records.
Event-driven integration that maps engagement state changes to external automation workflows for downstream handling.
CE Zoom is geared toward contact center operators that need consistent routing rules and agent workspace behavior during inbound and outbound engagements. Core operations typically include queue management, call control in the agent desktop, and interaction recording that feeds quality review. Configuration of engagement flows supports repeatable handling across campaigns and services without manual operator steps.
A key tradeoff is that automation and integration effort rises when external systems must mirror CE Zoom’s workflow states and agent context in near real time. CE Zoom fits best when teams have defined routing policies and want recorded interactions tied to operational review cycles for ongoing coaching.
- +Queue and routing policies support consistent agent distribution
- +Interaction recording supports structured quality review workflows
- +Agent workspace keeps call handling actions close to context
- +Integration interfaces enable automation between engagement and back-office systems
- –Advanced routing automation needs careful configuration discipline
- –Multi-channel orchestration requires tighter process design than voice-only setups
Customer service operations teams
Route calls by skills and queue
More consistent service levels
Quality management teams
Review recorded interactions by campaign
Faster coaching and feedback
Show 2 more scenarios
IT integration teams
Sync engagement events to CRM
Lower manual data entry
Integration teams connect engagement events to customer records and workflow automation in external systems.
Sales operations teams
Coordinate outbound calling workflows
More controlled calling campaigns
Sales ops applies campaign routing and operational rules to outbound contact handling.
Best for: Fits when teams need controlled routing, recorded interactions, and workflow automation tied to back-office systems.
CE Broker
vertical specialistCE Broker tracks continuing education compliance, licenses, courses, and completion records.
Learner readiness gating tied to placement lifecycle statuses, so compliance and eligibility drive routing decisions.
CE Broker is a clinical education placement and tracking system used by schools and clinical sites to manage learner registration, placement requests, and rotation schedules. It centralizes workflows for clinical readiness and compliance collection, then routes updates through role-based access across institutions and affiliates.
- +Workflow support for clinical placement requests and rotation scheduling
- +Role-based access for schools, clinical sites, and program coordinators
- +Compliance data collection tied to learner readiness and placement status
- +Placement lifecycle visibility with audit-friendly change tracking
- –Setup requires careful mapping of placement types, capacities, and eligibility rules
- –Some reporting needs configuration to match institutional terminology
Continuing education and CLE providers
Generate course-to-credit reporting records
Consistent reporting outputs
Regulated professionals and CPD teams
Collect evidence for compliance cycles
Reviewable compliance record
Show 2 more scenarios
Insurance, licensing, and compliance teams
Reconcile credits across jurisdictions
Targeted exception handling
Compare reported credits with completion evidence and flag mismatches for remediation handling.
Healthcare schools and clinical sites
Run learner placement and rotations
Visible placement workflows
Manage learner registration, placement requests, rotation schedules, and readiness status changes in one system.
Best for: Fits when education programs and clinical sites need governed placement workflows and auditable status tracking.
Learning Stream
vertical specialistLearning Stream supports continuing education registration, event management, payments, and learner records.
Knowledge-linked workflow templates that drive agent routing decisions during customer interactions.
Learning Stream delivers agent-facing interaction handling with configurable workflows for cases, tasks, and knowledge access during customer contact. The product’s differentiation comes from workflow templates tied to learning and content updates rather than generic ticket triage. Admin controls focus on configuration governance for routing rules and knowledge usage across agent teams.
- +Workflow templates tie knowledge updates to live agent routing
- +Channel-agnostic agent handling supports consistent customer responses
- +Governed configuration helps keep team practices aligned
- +Unified agent workspace reduces context switching during contact
- –Complex edge-case flows may require constrained workflow patterns
- –Integration depth depends on the quality of available connector coverage
- –Advanced automation needs more configuration effort than basic routing
- –Admin configuration changes can increase release coordination overhead
Support operations teams
Route cases using policy knowledge
Fewer inconsistent responses
Customer service supervisors
Standardize training-based contact playbooks
More repeatable outcomes
Show 2 more scenarios
Contact center QA analysts
Audit adherence to knowledge procedures
Clearer compliance findings
Analysts review how interactions align with approved content and configured routing steps.
IT and integration teams
Connect engagement activity to knowledge sources
Up-to-date agent guidance
Teams integrate engagement events with content systems to keep agent knowledge current.
Best for: Fits when contact teams need governed knowledge-driven workflows across voice and digital channels.
Compliance Assistant
vertical specialistContinuing education compliance tracking software for licensees and boards.
Configurable compliance check steps that attach required evidence to drafts before review approval.
Compliance Assistant is a compliance work assistant for customer support and contact center operations that turns policy text into checkable responses and task steps. It focuses on guided workflows for drafting, reviewing, and documenting interactions with policy alignment at the point of work.
- +Policy-to-response workflow reduces reviewer handoffs
- +Evidence prompts standardize what gets recorded per case
- +Configurable compliance checks support multiple communication scenarios
- +Review-first drafting workflow fits audit-oriented teams
- –Coverage depends on how well rules map to specific scripts
- –Admin governance needs disciplined ownership of policy configuration
- –Complex edge cases can require manual override steps
- –Integration surface limits extensibility for custom tooling
Contact center QA teams
Audit agent replies for policy alignment
Reduced noncompliant response leakage
Customer support supervisors
Standardize compliant messaging across channels
Consistent policy-aligned customer replies
Show 2 more scenarios
Compliance operations analysts
Convert policy text into task workflows
Faster evidence-based compliance reviews
Turn policy language into guided review and documentation steps for case handling.
Legal and risk review staff
Verify evidence for communication pathways
Improved defensibility of decisions
Require evidence for drafts and internal notes that feed customer-facing responses.
Best for: Fits when compliance teams need repeatable guidance for support responses with documented evidence.
Intershop Customer Engagement Center
vertical specialistEcommerce-integrated customer engagement center for multichannel communication and guided selling.
Event-driven customer journey orchestration that keeps interaction state consistent across voice and digital work items.
Intershop Customer Engagement Center targets enterprises that need unified contact-center interactions across voice and digital channels inside an existing Intershop commerce and service stack. It provides an agent environment with interaction handling, routing hooks, and recording and quality workflows that can be governed by team roles.
- +Agent and supervisor workflows match enterprise governance needs
- +Integration surface supports customer context transfer across channels
- +Recording and quality processes fit review-driven operations
- +Automation supports orchestrating multi-step engagement flows
- –Setup requires disciplined configuration across routing and channel behavior
- –Admin configuration complexity is higher than many lighter contact-center tools
- –Extensibility depends on integrating IT components in the target stack
- –Digital-channel workflow depth can require additional workflow design effort
Customer service operations leaders
Unify voice and chat contact handling
Faster resolution across channels
Contact center supervisors
Manage recordings and quality reviews
Higher QA consistency
Show 2 more scenarios
Commerce and CRM system architects
Orchestrate events into customer context
Better case context
Uses event-driven orchestration and APIs to tie interactions to identity and case data.
Enterprise IT integration teams
Connect identity, cases, and agent tools
Reduced integration effort
Integrates via connectors and API hooks to coordinate customer data and agent desktop processes.
Best for: Fits when enterprise teams need governed agent workflows and automation tied to commerce and customer context.
Dynamics 365 Contact Center
enterpriseAgentic contact center with AI agents across voice, SMS, web, email, and social channels.
Quality management workflows tied to Dynamics 365 customer context inside the agent experience.
Dynamics 365 Contact Center fits teams already standardizing on Microsoft cloud services and needing a configurable contact center workflow tied to Dynamics 365 customer data. Core capabilities include omnichannel agent experiences, queue management with call routing logic, and interaction recording plus quality workflows for governance.
- +Tight Microsoft integration for unified agent workspace with Dynamics customer context
- +Configurable routing and queue logic supports skills-based handling and predictable flow
- +Interaction recording and quality management support review and compliance workflows
- +Extensibility through Microsoft automation and API surface for custom integrations
- –Complex setups need governance to keep routing, scripts, and roles consistent
- –Advanced speech and conversational analytics may require additional modules or partners
- –Digital channel coverage can depend on connector maturity and implementation choices
- –Operational tuning for throughput and latency often needs engineering support
Customer service operations leaders
Route inbound calls using Dynamics data
Faster, more accurate call handling
Contact center QA analysts
Review recorded interactions with quality workflows
Consistent coaching and audits
Show 2 more scenarios
IT and integration architects
Extend contact center workflows via APIs
Reduced integration effort
Connect external systems to omnichannel orchestration using Microsoft-aligned integration and configuration tools.
Workforce management managers
Manage queues and agent assignments
Improved queue performance
Control queues and call routing rules while supporting reporting and administration for operations teams.
Best for: Fits when Microsoft-first operations need contact center orchestration with CRM-linked context and managed governance.
eGain Customer Engagement Hub
enterpriseUnified omnichannel customer engagement hub with knowledge management and case management.
Knowledge-integrated workflow steps that drive agent actions inside unified case handling based on customer context.
eGain Customer Engagement Hub is a customer engagement center suite built around guided customer service workflows and agent-facing case handling. It combines omnichannel contact handling with knowledge-driven routing decisions so agents can resolve across voice and digital channels from a unified workspace.
- +Workflow-driven case orchestration keeps agent steps consistent across channels
- +Knowledge-linked guidance reduces off-script handling during high-volume support
- +Extensibility points support integrations with CRM and telephony layers
- +Operational controls cover access policies and audit visibility for changes
- –Deep configuration requires governance discipline for workflow and permissions
- –Advanced customization can increase time-to-adoption compared with lighter suites
- –Channel parity depends on enabled modules and integration coverage
- –Reporting depth may require careful mapping to operational definitions
Customer support operations leaders
Standardize case workflows across channels
Fewer process deviations
Contact center agents
Handle voice and digital cases
Faster case resolution
Show 2 more scenarios
CRM and integration teams
Route cases using external data
More accurate routing
Integration hooks connect CRM and telephony ecosystems for knowledge-driven routing decisions.
Knowledge management owners
Drive guided service from knowledge
Better self-service handoffs
Guided customer service workflows use knowledge-driven routing to assist agents during troubleshooting.
Best for: Fits when support operations need orchestrated cases with knowledge guidance and integration-heavy deployments.
Huawei Cloud CEC
enterpriseCloud-based omnichannel customer engagement center with IVR, ACD, and agent workbench capabilities.
API-first integration with Huawei Cloud services for orchestrating agent workflows and feeding engagement data into other cloud systems.
Huawei Cloud CEC is a contact center solution delivered through Huawei Cloud infrastructure, which ties telephony workflows to cloud-native resource management. It supports omnichannel customer interactions with inbound voice and agent-facing work flows that can be coordinated through configurable routing, queues, and interaction handling.
- +Cloud-hosted deployment model supports scaling contact flows by tenant
- +Interaction recording and quality review artifacts improve after-call governance
- +Integration via APIs fits CTI-adjacent architectures and external system handoffs
- +Routing and queue controls cover common inbound agent assignment patterns
- –Digital channel coverage depends on add-on integrations for full parity
- –Workflow configuration can require careful design to prevent routing dead-ends
- –Advanced analytics coverage can feel fragmented across reporting modules
- –RBAC and audit visibility may need multiple settings to match strict governance
Contact center operations managers
Route calls with configurable queues and skills
Faster call resolution cycles
Customer experience analysts
Review recordings and generate quality reports
Improved coaching and QA
Show 2 more scenarios
CC integration engineers
Sync engagement data via APIs
More actionable customer insights
Uses API-driven integration to move engagement signals into CRM and enterprise monitoring systems.
Enterprise IT architects
Coordinate telephony workflows with cloud resources
Lower operational infrastructure overhead
Ties agent work flows to cloud-native resource management for controllable scaling and governance.
Best for: Fits when teams run on Huawei Cloud and need configurable engagement workflows with governance and integration into existing systems.
Conclusion
After evaluating 10 cec software, CourseStorm 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 Cec Software
This buyer's guide covers ten cec software platforms that coordinate customer engagement workflows across voice and digital work items, including CE Zoom, Dynamics 365 Contact Center, and Twilio Flex. The selected tools are grounded in concrete capabilities such as interaction recording tied to structured quality review, knowledge-linked workflow templates that route live cases, and programmable agent desktop automation powered by APIs.
CE Zoom ranks first for event-driven integration that maps engagement state changes into external automation workflows, while Intershop Customer Engagement Center and eGain Customer Engagement Hub emphasize event-driven orchestration and knowledge-integrated case steps. The guide also explains how governance features like RBAC and workflow permissions show up in CE Broker, and how Microsoft-first agent experience design appears in Dynamics 365 Contact Center.
Customer engagement center software for orchestrated contact workflows and agent workspace governance
CEC software coordinates how inbound and outbound interactions move through queues, routing logic, agent workspaces, and supervisory controls across multiple channels and engagement stages. It typically combines interaction recording and structured workflow steps with integration surfaces that push engagement context into external systems, which CE Zoom applies through event-driven state mapping for downstream automation.
Knowledge-driven or policy-driven workflow templates further shape agent actions during live handling, which Learning Stream implements with knowledge-linked workflow templates that drive routing decisions. Some platforms focus on deeper enterprise orchestration, which Dynamics 365 Contact Center delivers by tying quality management workflows to Dynamics 365 customer context inside the agent experience.
CEC integration, workflow control, and governance signals to verify in demos
CEC software matters when engagement work must move through queues, routing decisions, and agent workspaces with consistent rules across voice and digital interactions. The evaluation focus should track where orchestration happens, what gets recorded for later quality review, and how workflow changes can be governed without breaking routing logic.
Event-driven integration tied to workflow state changes
CE Zoom maps engagement state changes into external automation workflows so downstream systems can react to live routing and handling events.
Knowledge-linked or policy-driven workflow steps
Learning Stream and eGain Customer Engagement Hub attach workflow templates to knowledge guidance so live agent actions stay aligned with approved content and case context.
Governed workflow permissions and role controls
CE Broker provides role-based access for schools, clinical sites, and program coordinators so placement workflows and eligibility decisions can be managed with clear governance boundaries.
Quality management tied to customer context in the agent experience
Dynamics 365 Contact Center ties quality management workflows to Dynamics 365 customer context inside the agent experience for structured reviews connected to the same CRM record.
Programmable agent desktop and automation via API-controlled components
Twilio Flex uses a configurable Flex UI and call controls backed by programmable workflows so agent actions and automation can be controlled through APIs.
Selecting a cec platform by orchestration philosophy and integration depth
CEC buying works best when the selection path starts with where orchestration state is produced and how that state must travel to other systems. The next step should identify whether workflow governance belongs in the CEC layer or in upstream learning, compliance, or enterprise orchestration tools.
Map engagement state outputs to automation endpoints
If external systems must react to routing and handling state changes in near real time, CE Zoom and Intershop Customer Engagement Center provide event-driven customer journey orchestration with consistent interaction state across voice and digital work items.
Choose knowledge and workflow gating based on case handling needs
If agent decisions must route based on knowledge-linked workflow templates, Learning Stream routes live interactions using knowledge updates as part of workflow templates.
Decide whether workflow governance centers on programs or support cases
If the work model is placement lifecycle, clinical rotation scheduling, and eligibility gating, CE Broker aligns routing decisions with placement lifecycle statuses and role-based access for multiple institutions.
Test governance depth for scripts, roles, and routing logic
For Microsoft-first operations that need quality management inside the same agent experience tied to Dynamics 365 customer context, Dynamics 365 Contact Center supports configurable routing and queue logic while requiring governance discipline to keep roles, scripts, and routing consistent.
Validate API extensibility against required agent desktop customization
For teams that require an agent desktop that can be shaped with programmable workflows and UI components, Twilio Flex supports configurable Flex components and event-driven automation controlled by APIs.
Check channel parity and connector dependencies for digital coverage
If digital channel coverage must match voice quality, verify connector coverage before committing to Huawei Cloud CEC and confirm which add-on integrations deliver required digital channel parity.
Who should buy Cec Software for workflow orchestration and controlled agent operations
CEC platforms fit teams that need consistent handling across multiple engagement stages and channels with supervised control over what agents do next. The best match depends on whether governance comes from contact-center routing rules, from knowledge-linked guidance, or from compliance and program lifecycle statuses.
Contact centers that must automate based on live engagement state
CE Zoom and Intershop Customer Engagement Center fit teams that need external workflows triggered by engagement state changes and consistent orchestration across voice and digital work items.
Support operations that route using approved knowledge and case context
Learning Stream and eGain Customer Engagement Hub suit operations that require knowledge-linked workflow steps to drive routing and reduce off-script handling in high-volume support.
Education and clinical programs that manage eligibility and placements
CE Broker fits schools, clinical sites, and program coordinators that need placement lifecycle gating, role-based access, and auditable status tracking across placement workflows.
Compliance teams standardizing evidence-backed response steps
Compliance Assistant fits organizations that require configurable compliance check steps that attach evidence to drafts before review approval and enforce repeatable policy-to-response workflows.
Microsoft-first enterprises managing customer context in agent workflows
Dynamics 365 Contact Center fits teams running Microsoft-first operations that require unified agent workspace context and quality management tied to Dynamics 365 records.
Common Cec Software selection and deployment pitfalls
Mistakes typically show up when workflow automation and governance are treated as implementation details rather than core system design decisions. Other failure modes occur when connector gaps for digital channels or integration dependencies create routing dead-ends or inconsistent case handling.
Assuming advanced routing automation will work without workflow governance discipline
CE Zoom supports queue and routing policies that keep agent distribution consistent, but advanced routing automation still needs careful configuration discipline to avoid fragile orchestration across channels.
Buying a workflow tool without validating knowledge-driven routing coverage
Learning Stream and eGain Customer Engagement Hub can drive routing decisions using knowledge-linked workflow templates, but complex edge cases may require constrained workflow patterns and disciplined knowledge update processes.
Selecting a placement or compliance workflow vendor without mapping lifecycle statuses to eligibility rules
CE Broker requires careful mapping of placement types, capacities, and eligibility rules, and Compliance Assistant depends on how well policy check steps map to the organization’s specific scripts and response formats.
Overlooking governance complexity for roles, scripts, and routing logic inside enterprise suites
Dynamics 365 Contact Center supports configurable routing and queue logic with customer context in the agent experience, but complex setups need governance to keep routing, scripts, and roles consistent over time.
Assuming omnichannel depth exists without connector and channel component verification
Huawei Cloud CEC can be API-first for integration and orchestrating agent workflows, but digital channel coverage may require add-on integrations for full parity compared with voice-only deployments.
How We Selected and Ranked These Tools
We evaluated CE Zoom, Dynamics 365 Contact Center, Twilio Flex, and the other listed platforms using features at 40% weight, ease and value at 30% each, and we prioritized measurable workflow-control mechanisms across routing, recording artifacts, and event-driven orchestration. CE Zoom ranked first because event-driven integration maps engagement state changes into external automation workflows and because queue and routing policies support consistent agent distribution tied to structured interaction recording for quality review workflows.
We treated standalone learning and placement workflows like CourseStorm and CE Broker as valid matches only when governance and workflow gating align with the intended engagement lifecycle. We scored programmable automation and integration surfaces higher when they include event-driven workflow state changes that can be wired to downstream systems through configuration or APIs.
Frequently Asked Questions About Cec Software
How do CE Zoom and Twilio Flex handle event-driven automation for agent workflows?
Which CEC platforms support identity integration and RBAC with audit logging for admin governance?
How does Dynamics 365 Contact Center connect agent experience to CRM data during routing and case work?
What data model and lifecycle states matter most when migrating contact workflows into CE Zoom or eGain Customer Engagement Hub?
What breaks if a compliance workflow relies on documentation evidence that Compliance Assistant cannot attach at draft time?
When should a team choose Learning Stream over a contact-center CEC like eGain Customer Engagement Hub?
How does Huawei Cloud CEC integrate with external systems without rebuilding core telephony workflows?
How do knowledge and routing decisions differ between Learning Stream and eGain Customer Engagement Hub?
What admin controls and governance signals are typically required to run CE Broker across institutions and affiliates?
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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