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Digital Transformation In IndustryTop 10 Best Scaleup Software of 2026
Explore a shortlist of scaleup software tools, comparing features and fit for finance and spend teams using Spendesk, Ramp, or Brex.
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%
Gitnux may earn a commission through links on this page — this does not influence rankings. Editorial policy
Spendesk is the best pick for scaleup finance teams that need policy-driven approval routing across card spend and invoice flows because its rules apply consistently and its document capture reduces manual evidence chasing, while Remote is a strong alternative for scaling companies hiring globally since org-level RBAC and audit visibility tie admin changes to onboarding and country setup.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
Spendesk
Policy-based approval routing that can apply consistently across card transactions and invoice flows.
Best for: Fits when finance and ops need policy-driven spend workflows with API integration for reconciliation.
Ramp
Editor pickTransaction-linked spend controls combine virtual cards, approvals, and invoice matching in a single workflow.
Best for: Fits when scaleups need controlled procurement, invoice handling, and approvals across sales and finance workflows.
Brex
Editor pickPolicy-controlled card issuance with approval state changes that publish events for downstream automation.
Best for: Fits when finance-led spend controls must synchronize with RevOps and internal reporting workflows.
Comparison Table
Spendesk
SMBSpend management platform designed for scaleup finance teams.
Policy-based approval routing that can apply consistently across card transactions and invoice flows.
Spendesk combines company spend controls with AP-style purchasing workflows, so finance can manage cards, invoices, and receipts in one place. The product centers on rule-based approval routing, automated document capture, and exports for reconciliation.
Spendesk also exposes integrations and an API surface that support syncing transactions and pushing configuration into connected systems. Teams use it to standardize lead-to-cash workflows around spend policy rather than treating procurement as ad hoc email requests.
- +Approval rules cover card spend, invoices, and receipt workflows.
- +Document capture reduces manual chasing for supporting evidence.
- +API and exports support downstream reconciliation and reporting.
- +Role-based controls separate requester, approver, and admin actions.
- –Complex policy setups need governance discipline to avoid exceptions.
- –Some edge workflows require tighter process mapping than ad hoc buying.
Procurement and accounts payable teams
Coordinate POs with supplier invoice checks
Earlier discrepancy visibility
Accounts payable and finance teams
Collect and route supplier invoices for payment
Less manual invoice tracking
Show 2 more scenarios
Procurement teams and approvers
Run approvals before purchases happen
Policy adherence improves
Defined approval rules route purchase requests so spending only occurs after required approvals match purchasing policy.
Employees and finance reviewers
Capture receipts and attach to spend records
Centralized audit evidence
Employees send receipts by mobile capture or email so reviewers can keep evidence attached to related expense records.
Best for: Fits when finance and ops need policy-driven spend workflows with API integration for reconciliation.
Ramp
SMBCorporate cards and expense management with built-in cost reduction for scaling businesses.
Transaction-linked spend controls combine virtual cards, approvals, and invoice matching in a single workflow.
Ramp routes purchases through configurable approvals and maps receipts and invoices to cards and transactions so finance can reconcile faster. Bill pay and vendor onboarding reduce the manual steps needed to move from invoice arrival to payment execution. Integrations connect Ramp activity to other GTM stack systems used by RevOps and to finance systems used by accounting.
A key tradeoff is that Ramp’s workflow design is strongest for spend management and AP, while it does not replace a full data integration layer for event-based tracking or ETL routing. Ramp fits teams where sales-led onboarding or RevOps requires predictable procurement and finance handoffs, such as prepaid onboarding spend, marketing vendor contracts, or recurring tooling purchases.
- +Card and invoice workflows share controls and status visibility
- +Vendor onboarding and bill pay reduce AP manual queue handling
- +Integration coverage covers both finance and core GTM systems
- +Automation supports approval and provisioning workflows tied to transactions
- –Automation depth is weaker for custom ETL and data pipeline orchestration
- –Cross-system governance needs upfront ownership and process mapping
- –Reporting granularity lags specialized finance BI tools for heavy analytics
RevOps and finance ops teams
Quicker onboarding spend approvals
Faster approvals and reconciliation
Accounting teams
Lower manual AP processing
Reduced AP queue time
Show 2 more scenarios
Procurement owners
Standardize vendor onboarding
Fewer vendor record errors
Vendor onboarding workflows create consistent vendor records and payment readiness for new suppliers.
GTM operations teams
Keep CRM-driven spend in sync
Cleaner operational handoffs
Integrations connect spend events to CRM and operational systems used during lead-to-cash workflows.
Best for: Fits when scaleups need controlled procurement, invoice handling, and approvals across sales and finance workflows.
Brex
SMBFinancial platform offering corporate cards, banking, and spend management for scaling companies.
Policy-controlled card issuance with approval state changes that publish events for downstream automation.
Brex runs spend management and financial controls with managed cards, policy rules, and approval routing that can reflect how organizations segment spend decisions.
Brex integration capabilities include APIs and webhook events so card activity and approval changes can feed internal systems that track operational outcomes.
Brex administration centers on permissioning for finance workflows and audit visibility for spend actions, which helps teams keep operational records consistent.
- +Policy-driven cards with approval routing tied to spend categories
- +API and webhook surface for moving card and approval events into workflows
- +Strong audit trail for spend actions used by internal finance controls
- +Admin controls that support RBAC-style separation across finance functions
- –Governance settings need careful setup to avoid approval bottlenecks
- –Deep integration work can require engineering time for event mapping
Accounting and financial operations teams
Categorize expenses before ledger review
Standardized finance handoffs
Procurement and accounts payable teams
Enable vendor setup in purchasing workflows
Less vendor setup back-and-forth
Show 2 more scenarios
Travel managers and finance teams
Route travel spending through policy checks
More controlled travel spending
Travel card purchases and receipts pass through policy checks and manager approvals for controlled travel review.
Procurement teams and requesters
Validate purchase requests against policy
Fewer off-policy purchases
Employees submit purchase requests that undergo policy checks before orders or payments proceed.
Best for: Fits when finance-led spend controls must synchronize with RevOps and internal reporting workflows.
Airbase
SMBSpend management platform combining AP automation, cards, and reimbursements for growing companies.
Approval workflow engine with configurable spend controls that enforces policy at request time.
Airbase is built around governance for spend and approvals, not just reimbursement tracking. Approval chains, configurable spend controls, and audit trails cover everyday operations like travel expenses, vendor payments, and expense policy enforcement. Integration depth matters because Airbase syncs expense and transaction data into downstream accounting and reporting workflows to preserve context across systems.
- +Policy-driven approval routing for expenses, travel, and reimbursements
- +ERP and accounting data sync reduces manual journal and mapping work
- +Automation rules speed up high-volume request handling
- +Audit trails support internal reviews and finance investigations
- –Approval and exception design can take time before broad rollout
- –Advanced workflows may require careful configuration across departments
- –Data sync coverage depends on target system setup and field mapping needs
- –Webhook style automation can be limited for highly custom orchestration
Finance operations teams
Standardize spend approvals for all departments
Fewer exceptions and faster approvals
Revenue operations teams
Reduce rework between CRM and accounting
Cleaner close and reporting
Show 2 more scenarios
HR and people ops
Control employee reimbursements and travel
Lower reimbursements backlog
Receipt capture and policy enforcement guide employees through compliant expense submissions.
GTM finance leaders
Enforce consistent controls during scaling
More predictable spend outcomes
Automation rules and approval routing keep spend governance consistent as teams and spend volume grow.
Best for: Fits when finance needs controlled spend approvals across multiple departments and clear auditability.
Carta
SMBEquity management and cap table platform for scaling private companies.
Equity events and supporting documents stay linked to specific transactions in the cap table record.
Carta’s core capability is equity administration with event-driven tracking of grants, vesting, exercise activity, and corporate actions tied to the cap table. The system is built around repeatable workflows, document capture, and role-based access for the parties that touch equity administration day to day. Integration coverage typically centers on finance and operating systems, with an emphasis on keeping downstream reporting consistent with the equity ledger.
- +Event-based equity administration keeps cap table changes traceable
- +Role-based access supports legal, HR, and finance collaboration
- +Document capture ties approvals to specific equity actions
- +Integration focus reduces manual reconciliation between systems
- –Equity workflow accuracy depends on consistent internal event processing
- –Some edge-case corporate actions can require more handholding
- –Data synchronization requires careful mapping during setup
- –Advanced governance requires clear internal ownership and review steps
Founder and legal operations teams
Run grant and refresh cycles with approvals
Fewer cap table corrections
Finance and equity accounting teams
Keep equity figures aligned with reporting
Reduced reconciliation effort
Show 2 more scenarios
HR and people operations
Administer employee exercises and vesting
More reliable employee equity data
Carta manages recurring employee equity administration without relying on scattered spreadsheets.
Investor relations teams
Coordinate investor and stakeholder participation
Faster investor packet updates
Carta supports controlled access so multiple parties can review equity records during events.
Best for: Fits when scaleups need auditable equity workflows with shared access across legal, HR, and finance.
Remote
enterpriseGlobal HR and payroll platform for companies hiring internationally at scale.
Org-level RBAC plus audit visibility tied to onboarding and country configuration changes.
Remote (remote.com) combines global employment, contractor payments, and HR operations in one system, with identity and compliance controls built for distributed teams. It supports hiring and onboarding workflows across countries, plus payroll-like bookkeeping for payments, tax forms, and local documentation.
- +Centralizes global hiring workflows and employee records in one admin surface
- +Role-based access controls cover key HR and identity administration tasks
- +Automated onboarding steps reduce manual coordination across HR and IT
- +Audit visibility helps track configuration changes across org settings
- –International setup needs careful mapping of local requirements to workflows
- –API automation coverage is stronger for HR administration than for custom data pipelines
- –Cross-system sync can require iterative testing for edge cases in role changes
- –Governance around who can edit country profiles adds process overhead
US HR and onboarding teams
Verify I-9 documents during onboarding
Organized verification records
People operations teams
Administer employee lifecycle changes
Fewer manual handoffs
Show 2 more scenarios
International HR and recruiting teams
Hire employees using employer-of-record workflows
Guided compliance onboarding
International teams onboard employees through guided EOR workflows connected to employment documentation and compliance steps.
HR compliance and people operations teams
Track country-specific compliance tasks
Traceable compliance status
Compliance teams coordinate jurisdiction documents, policy attestations, and approvals through configurable HR event workflows.
Best for: Fits when scaleups hire across multiple countries and want one operational system with identity and admin controls.
Factorial
SMBHR software for small and scaling companies in Southern Europe.
Configurable onboarding and offboarding tasks tied to employee status changes inside the HR workflow.
Factorial runs HR and people operations workflows for hiring, onboarding, time management, and core employee records. The system supports permission controls for HR users and managers and includes configurable approval flows for recurring processes like leave requests and profile updates. Factorial also connects outward through integration options that let teams push and sync employee, role, and attendance-related data into their broader GTM stack.
- +Configurable approval workflows for hiring, onboarding, and leave handling
- +Centralized employee records that reduce spreadsheet-based HR operations
- +Role-based access supports distinct HR, manager, and employee experiences
- +Integrations support practical employee data synchronization
- –Complex integrations can require careful data mapping across systems
- –Advanced automation often depends on setup discipline and process ownership
- –Some reporting needs more work when workflows differ by department
- –API and webhook coverage may not match every integration edge case
HR operations teams
Standardize onboarding and employee records
Faster, consistent onboarding
People managers
Approve leave and profile updates
Reduced manual follow-up
Show 2 more scenarios
Time and attendance administrators
Manage time management processes
More reliable attendance records
Runs time-related workflows and keeps attendance data synchronized with external systems used by the company.
GTM operations teams
Sync employee and role data
Cleaner cross-system reporting
Integrates employee, role, and attendance-related data into broader GTM tools for downstream reporting.
Best for: Fits when mid-market teams need end-to-end HR workflows with controlled approvals and repeatable onboarding.
Deel
enterpriseGlobal payroll and compliance platform for distributed scaling teams.
Event-driven webhook automation for hiring and payment lifecycle states that can synchronize downstream systems without polling.
Deel is a scaleup HR and payments automation system built around global hiring, contractor management, and localized payout flows. It connects onboarding, identity verification, contract workflows, and compliance checkpoints into a single operational surface.
- +Lifecycle automation across hiring, onboarding, and payouts reduces manual handoffs.
- +Documented API and webhook events support bidirectional workflow integration.
- +Country coverage and payout handling reduce finance localization work.
- +Workspace governance features support separation of duties for HR operations.
- –Deep integration requires careful mapping between external systems and Deel entities.
- –Role-specific admin controls can demand extra configuration to match internal processes.
- –Complex approval paths may need custom automation outside native workflows.
- –Event granularity may not fit every niche state model used by payroll systems.
IT and workplace operations teams
Track equipment provisioning for distributed workers
Tracked workforce equipment processes
HRIS, payroll, and finance operations teams
Move worker data between HR and payroll systems
Less manual coordination
Show 2 more scenarios
HR, legal, and compliance teams
Standardize documents across jurisdictions
More consistent compliance processes
HR and compliance teams track employment documents, worker status, and regulatory requirements for consistent cross-country workflows.
Employees, contractors, and payroll administrators
Deliver payroll documents with controlled access
Accessible payroll statements
Employees and contractors access payslips via self-service while payroll administrators retain document records.
Best for: Fits when scaleups need global workforce operations with automation, API events, and admin controls tied to hiring actions.
Rippling
enterpriseUnified HR, IT, and finance platform for companies scaling their workforce.
Rippling Automations apply rule-driven actions across HR, IT, and business apps from a single identity change trigger.
Rippling centralizes employee, device, and business-ops workflows, with role-based access and end-to-end automation across systems. Its core strength is programmable provisioning that drives HR changes into apps, IT assets, and internal processes through configurable rules and API-triggered actions.
- +Event-based provisioning turns hire, role change, and termination into app and IT actions
- +Admin controls include RBAC and audit logging for sensitive identity and access changes
- +API and webhooks support custom integrations for automation beyond built-in connectors
- +Unified configuration reduces cross-team handoffs between HR ops and IT
- –Complex automation rules can require governance discipline to prevent conflicting workflows
- –Some advanced integration scenarios depend on connector maturity and mapping effort
- –Debugging multi-step automations takes time when failures occur mid-workflow
- –Organization-wide rollout can be slower when many downstream systems need alignment
HR and people operations teams
Run onboarding with document and task workflows
Repeatable onboarding process
HR and IT administrators
Automate access removal during offboarding
Fewer missed access changes
Show 2 more scenarios
Benefits and HR administrators
Manage benefits elections with eligibility rules
Aligned elections and deductions
Benefits administrators run open enrollment and qualifying life events with eligibility checks and payroll deduction updates.
HR, payroll, and operations leaders
Review workforce change history and activity
Shared operations change history
Leaders use centralized workflow history to review payroll context, employee changes, and workforce process activity.
Best for: Fits when scaleups need HR events to drive app provisioning and IT workflows with auditable controls.
Attio
SMBCRM platform built for startups and scaleups with custom data models.
Attio Automations provides event-driven triggers tied to account and person record changes, then executes multi-step actions.
Attio targets scaleup teams that need CRM-centric contact data management plus operational automation across the GTM stack. It centers workflows on structured account and person records, then syncs and enriches those records via integrations and an API.
- +API-first records access for custom provisioning and workflow logic
- +Event-triggered automations connect account changes to GTM tasks
- +Strong CRM-style identity model for people, companies, and relationships
- +Integration coverage that reduces manual GTM data entry
- –Automation scenarios can become complex without clear governance rules
- –Advanced reporting depends on export or external analytics for deeper analysis
Venture capital teams
Track startup referrals and screening steps
More structured deal intake
Sales teams
Track opportunities with customized pipeline stages
Shared deal progress view
Show 2 more scenarios
CRM administrators and RevOps teams
Synchronize contacts and company records across systems
Less duplicate data entry
Admins align contact and company data using APIs, webhooks, imports, and update rules to control data movement.
Founders and relationship owners
Maintain interaction history and next actions
More consistent relationship context
People store notes, interactions, and follow-up actions in connected contact records tied to the right companies.
Best for: Fits when GTM teams want CRM-grade data control with API-driven automations across sales and marketing.
Conclusion
After evaluating 10 scaleup software, Spendesk 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 Scaleup Software
Scaleup software for finance and operations concentrates on workflow control, auditability, and integration surfaces that keep cross-team processes consistent as headcount and transactions grow. This guide covers Carta, Ramp, Airbase, Spendesk, Brex, Attio, Remote, Deel, Factorial, and Rippling as concrete examples of how teams operationalize approvals, provisioning, and event-driven sync.
Instead of treating integrations as add-ons, the included tools expose automation triggers and API or webhook entry points that help scaleup teams move from manual handoffs to governed workflows. The evaluation lens used across the tools emphasizes integration depth, data model alignment to real-world objects like cap table events or invoice records, and the automation and admin controls teams need to keep throughput stable.
Scaleup Software for workflow control, audit visibility, and event-driven integration
Scaleup software is the set of systems that standardize recurring operational decisions and state changes so finance, HR, and GTM teams can run consistent processes while adding countries, roles, and transaction volume. This category typically combines workflow engines, identity or access controls, and an automation surface that can push state changes into other business systems.
Carta illustrates this pattern by keeping equity events and supporting documents linked to cap table transactions, which makes governance and traceability part of the workflow record. Deel and Attio show the automation side by using event-driven webhooks and API-first records access to synchronize downstream systems based on lifecycle changes tied to hiring actions and account or person record updates.
Integration triggers, workflow governance, and audit-ready operational records
Scaleup software earns its place when it turns decisions and state changes into repeatable workflow steps that other systems can consume through API and webhook surfaces. When cross-team processes involve equity, spend, hiring, or provisioning, the tool needs transaction-anchored records so audit trails survive handoffs and org growth.
Transaction-anchored records and traceable workflow links
Carta keeps equity events and supporting documents linked to specific cap table transactions, which preserves traceability for legal, HR, and finance. Deel and Attio attach automation and downstream sync to lifecycle events tied to hiring actions and account or person changes, which reduces polling-based drift.
Policy enforcement at request time across spend and approvals
Airbase enforces spend approvals through policy-driven routing that applies at request time, which keeps auditability attached to the approval decision. Spendesk and Brex apply policy-controlled card issuance and invoice-capable approval flows with event publication so downstream reporting can reflect approval state changes.
Automation and integration surface for event-driven workflows
Attio Automations uses event-triggered logic that runs multi-step actions based on account and person record changes, with an API-first records access model for custom provisioning. Deel provides documented webhook and API events for hiring and payment lifecycle states, while Rippling applies rule-driven actions across HR, IT, and business apps from an identity change trigger with auditable controls.
Admin governance and identity controls for global or cross-team operations
Remote centralizes org-wide hiring workflows with RBAC and audit visibility tied to onboarding and configuration changes, which supports multi-country scaling. Rippling also includes RBAC and audit logging for sensitive identity and access changes, while Carta extends role-based access to align legal, HR, and finance collaboration around cap table workflows.
Choose the right workflow owner, automation model, and governance depth
Scaleup teams should choose based on the workflow that must be governed, not based on which UI feels familiar during setup. The next steps separate tools built around finance approvals, equity administration, and identity-driven provisioning so teams can match automation philosophy to the operational system of record.
Map the system of record to the tool’s workflow anchor
If equity workflow audit trails must attach to cap table transactions, Carta links events and supporting documents directly to cap table records. If hiring or workforce changes must drive downstream actions without polling, Deel and Attio align automation to hiring and record-change events with API or webhook entry points.
Pick an automation philosophy that matches the integration effort your team can sustain
If automation should start from identity changes and fan out into HR, IT, and app actions, Rippling Automations provides rule-driven actions based on a single identity change trigger. If automation should start from account and person record changes in a CRM-grade model, Attio Automations provides event-driven triggers that execute multi-step actions.
Decide whether approvals must be enforced at request time or after provisioning
If spend approvals must be enforced at the moment a request is created, Airbase and Spendesk route approvals through policy at request time with auditable exception handling. If spend controls must publish approval state changes for downstream automation, Brex ties policy-controlled cards and approval routing to event publication that other workflows can consume.
Validate governance depth for cross-team and multi-country execution
If one operational admin surface must cover global hiring workflows with RBAC and audit visibility tied to configuration changes, Remote centralizes those controls. If the governance scope centers on who can view and edit transaction-linked equity workflows, Carta’s role-based access supports legal, HR, and finance collaboration around the same record.
Stress-test integration boundaries and automation mapping workload
If custom ETL and data pipeline orchestration depth is required, Ramp has weaker automation depth for custom ETL and pipeline orchestration than for its transaction-linked spend controls. If event-to-entity mapping complexity is manageable, Deel and Attio require careful mapping between external systems and Deel entities or Attio records, but they reduce drift by avoiding polling.
Teams that should shortlist these tools for scaleup operations
These tools fit teams where operational state changes must stay consistent across finance, HR, legal, and GTM as headcount and transaction volume increase. The strongest fit depends on whether workflow governance centers on equity records, spend approvals, hiring lifecycles, or identity-driven provisioning.
Scaleups running audited equity administration across legal, HR, and finance
Carta fits when equity events and supporting documents must remain linked to specific cap table transactions so collaboration stays audit-ready across shared access roles.
Finance and operations teams standardizing controlled spend with approvals
Airbase, Spendesk, and Brex fit when spend decisions must be enforced through policy routing and approval states must align with invoice and card workflows for reporting and traceability.
GTM teams that need CRM-grade account and person automation through an API
Attio fits when record changes for accounts and people must trigger multi-step automations with API-first records access for custom provisioning and workflow logic.
Scaleups expanding across countries and needing identity and admin controls
Remote fits when hiring workflows require org-level RBAC and audit visibility tied to onboarding and country configuration changes for global execution.
Workforce and IT teams driving app provisioning from HR identity events
Rippling fits when HR events must trigger IT and app provisioning from a single identity change trigger with auditable controls.
Common scaleup mistakes when selecting event-driven workflow tools
Teams often fail by underestimating how much governance design and event mapping work each automation model requires. Other failures come from choosing a tool that covers the workflow but not the traceability or admin controls needed when multiple departments collaborate.
Approving workflows without planning for exception paths and audit accuracy
Airbase and Spendesk both require careful approval and exception design so policy-driven routing stays correct, and Ramp needs upfront ownership for cross-system governance mapping.
Assuming event-driven automation will work without entity mapping discipline
Deel and Attio both require careful mapping between external systems and their internal entities or records so downstream automation does not misfire or drift from operational state.
Overloading the automation rule set with conflicting workflows
Rippling Autmomations can require governance discipline to prevent conflicting automation rules across HR, IT, and business apps that fire from the same identity change trigger.
Picking a spend workflow tool but under-sizing the integration and orchestration requirements
Ramp has weaker automation depth for custom ETL and data pipeline orchestration, so teams that need complex orchestration beyond card and invoice workflows can face additional integration work.
How We Selected and Ranked These Tools
We evaluated Carta, Ramp, Airbase, Spendesk, Brex, Attio, Remote, Deel, Factorial, and Rippling on workflow control and auditability, integration depth across API and webhook surfaces, automation usefulness for event-driven triggers, and admin governance controls like RBAC and audit visibility. The scoring weighted features at 40% and then ease of implementation and value each at 30%.
Carta set the ranking pace by keeping equity events and supporting documents linked to specific cap table transactions, which made audit trails and collaboration more structurally grounded than generic event logging. We also compared each tool’s automation fit by checking whether it ties approvals, identity changes, or lifecycle actions to downstream entry points rather than relying on manual handoffs.
Frequently Asked Questions About Scaleup Software
How do scaleup teams connect cap table records to downstream systems for reporting and operations?
Which tools provide event-driven automation for syncing state changes into other systems?
What breaks if an organization relies on polling instead of webhooks or automation triggers for workflow updates?
How do scaleup spend management tools enforce approval policies at request time?
Which platform is better for linking spend controls to invoice matching and approvals in one workflow?
How should admin controls and audit visibility be handled when multiple functions share operational data?
How do HR and IT provisioning platforms handle user provisioning across apps when a hire, transfer, or termination occurs?
What is the key technical difference between CRM-centric contact automation and HR-focused people workflows?
Which tools support structured identity and compliance checkpoints during global workforce operations?
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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