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Top 10 Best Aia Billing Software of 2026

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Top 10 Best Aia Billing Software of 2026

Compare top aia billing software options for construction teams, detailing features and tradeoffs for choosing the right fit.

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

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

02Source Research

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

Read our full methodology →

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

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

AIA billing software turns job progress data into payment applications with a controlled data model, configuration rules, and traceable approvals. This comparison helps construction and architecture finance teams weigh automation against integration depth, including platforms like Sage Intacct when the decision hinges on API-driven data flows and construction-specific billing schemas.

Procore is the best AIA billing choice for construction teams that want routing tied to the actual paperwork because project-level audit trails link billing actions to specific documents and approval steps in the same workspace, while Construction Partner fits mid-size firms that need draw-stage workflow controls with stage-level approvals.

Editor’s top 3 picks

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

Editor pick
1

Procore

Project-level audit trails tie billing workflow actions to specific documents and approval steps inside the same workspace.

Best for: Fits when construction teams want pay application routing tied to field documentation and approvals across many projects.

2

Construction Partner

Editor pick

Draw-stage workflow controls that tie application documents and approval decisions to the same application revision.

Best for: Fits when mid-size construction firms need AIA payment routing with strict approval gates across recurring draws.

3

BQE CORE

Editor pick

Workflow-based pay application routing that ties document packets and billing status to project-specific approval steps.

Best for: Fits when construction teams need controlled pay application workflows with approval routing and draw-ready data alignment.

Comparison Table

1
ProcoreBest overall
enterprise
9.4/10
Overall
2
8.7/10
Overall
3
vertical specialist
8.6/10
Overall
4
enterprise
8.5/10
Overall
5
8.3/10
Overall
6
vertical specialist
7.8/10
Overall
7
vertical specialist
7.6/10
Overall
8
vertical specialist
7.3/10
Overall
9
enterprise
6.8/10
Overall
10
6.5/10
Overall
#1

Procore

enterprise

Construction management platform with AIA billing functionality for progress billing and payment applications.

9.4/10
Overall
Features9.4/10
Ease of Use9.4/10
Value9.4/10
Standout feature

Project-level audit trails tie billing workflow actions to specific documents and approval steps inside the same workspace.

Procore is a construction operations system that connects pay-application work to the field record that supports it. It handles progress billing workflows with structured project documentation, approvals, and audit trails tied to the project workspace.

Procore also integrates with accounting and project management tools so payment application data can be reconciled with financial close activities. For organizations that already run construction operations inside Procore, its document-centric billing process reduces re-entry between teams.

Pros
  • +Project-wide document management links pay applications to supporting records
  • +Approval workflows let project teams route review without emailing attachments
  • +Integrations reduce manual re-entry into accounting systems
  • +Audit trails track edits and approval history for payment artifacts
Cons
  • –Billing setup requires careful template and workflow configuration per project
  • –Complex stored materials and retainage scenarios can require process tailoring
  • –Role management granularity may not match every internal governance model
  • –AIA form formatting depends on the organization’s document workflow choices
Use scenarios
  • construction finance and project teams

    track cost codes and billing adjustments

    Traceable budget and change visibility

  • general contractors and subcontractors

    coordinate RFIs and submittal handoffs

    Traceable document handoffs

Show 2 more scenarios
  • project controls teams

    connect schedule variance to supporting records

    Clear plan-versus-progress tracking

    Compare planned work with progress and attach schedule variance to jobsite and project documentation.

  • superintendents and field operations

    capture daily progress evidence

    Field evidence supports billing

    Record reports, photos, and observations and link field evidence to the project status records.

Best for: Fits when construction teams want pay application routing tied to field documentation and approvals across many projects.

#2

Construction Partner

SMB

Construction accounting software with AIA billing features for contractors and construction companies.

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

Draw-stage workflow controls that tie application documents and approval decisions to the same application revision.

Construction Partner manages the payment application workflow from percent-complete entry through architect’s certificate generation, then carries the package through owner approval status. It links application documentation to each application cycle so routing decisions stay tied to the same revision of supporting files. The workflow design supports multi-project oversight by tracking each draw’s stage and preventing edits past the approval gates.

A key tradeoff is that the value depends on disciplined data entry for schedule of values and committed cost updates, because approvals rely on those fields. A common usage situation is recurring monthly progress billing where subcontractor invoice amounts, retainage settings, and change order impacts must be reflected before pay application submission.

Pros
  • +Workflow-driven AIA package routing with stage-level approval control
  • +Stored materials and retainage fields stay connected to each draw cycle
  • +Document checks enforce consistent supporting files per application submission
  • +Multi-project oversight keeps application status visible across teams
Cons
  • –Percent-complete inputs require consistent schedule of values maintenance
  • –API automation depth may lag when full accounting sync is mandatory
  • –Advanced governance needs careful project configuration to avoid misroutes
Use scenarios
  • Project finance teams

    Monthly progress billing package submission

    Fewer revision loops

  • Architect review coordinators

    Architect’s certificate workflow management

    Faster certificate turnaround

Show 2 more scenarios
  • General contractors

    Stored materials reimbursement tracking

    More accurate reimbursement

    Track stored materials amounts per draw while maintaining consistent application package status.

  • Accounting and operations

    Multi-project billing oversight

    Better billing throughput

    Monitor application stage and submission readiness across many projects from one workspace.

Best for: Fits when mid-size construction firms need AIA payment routing with strict approval gates across recurring draws.

#3

BQE CORE

vertical specialist

Cloud architecture and engineering software with AIA G702 and G703 billing support.

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

Workflow-based pay application routing that ties document packets and billing status to project-specific approval steps.

BQE CORE supports AIA billing workflows with document-driven pay-application handling and construction billing control points tied to projects and approval steps. It manages core pay application inputs like percent complete tracking and retainage logic, then routes the payment application through review stages tied to the billing task.

Change activity can be captured in the project workflow so schedule impacts and billing adjustments stay traceable during construction draws. The system also supports integrations to accounting and project-management tools so billing postings align with ongoing contract activity.

Pros
  • +Pay application routing across defined approval steps tied to each project
  • +Retainage and percent complete handling geared toward draw workflows
  • +Project-level change capture supports traceable billing adjustments
  • +Accounting and project-management integrations reduce manual re-entry
Cons
  • –A clean workflow setup is required for approvals and task ownership
  • –Document templates require careful configuration for consistent pay packet outputs
  • –Reporting depth depends on configured fields and workflow states
  • –Some lien waiver workflows need extra coordination with external document stores
Use scenarios
  • project-based service firms

    run milestone and progress invoicing

    Billing matches contract delivery

  • engineering and civil contractors

    generate pay applications from cost codes

    Invoices reflect current costs

Show 2 more scenarios
  • professional services billing teams

    turn approved effort into invoices

    Fewer reconciliation steps

    Capture and approve time, apply it to projects, and use it as input for invoice creation and reporting.

  • accounting and client-billing teams

    review matter-based invoices before release

    Approvals before client release

    Convert matter time into draft invoices and route them through review steps prior to client delivery.

Best for: Fits when construction teams need controlled pay application workflows with approval routing and draw-ready data alignment.

#4

Sage Intacct

enterprise

Cloud financial management software with construction and project billing capabilities.

8.5/10
Overall
Features8.5/10
Ease of Use8.5/10
Value8.5/10
Standout feature

API-driven project billing data synchronization lets constructed pay application amounts reconcile to Sage Intacct posting and approvals.

Sage Intacct supports project-based accounting and controlled billing outputs through configuration, workflows, and approval-driven posting so progress billing ties back to ledger activity. Audit trails and role-based permissions help track who approved pay application amounts and when accounting entries were created. Integration patterns usually focus on exporting billing detail to downstream construction systems or importing project status back into financial controls. This fit is strongest when AIA pay applications must reconcile to committed costs, contract sum movements, and change activity in the same system.

Pros
  • +Ledger-linked billing controls keep progress amounts consistent with accounting entries
  • +Role-based permissions and audit trail support approval accountability
  • +Project accounting configuration reduces manual rekeying across billing cycles
  • +API and integrations support custom pay application workflows and data sync
Cons
  • –AIA form routing and packet assembly often require external document tooling
  • –Percent complete coding requires consistent project setup to avoid posting friction
  • –Stored materials and retainage workflows can need custom business rules
  • –Complex subcontractor certification routing may require additional workflow design
Use scenarios
  • Construction accounting teams

    Post progress billing with audit trail

    Faster close and fewer billing disputes

  • Controller teams

    Reconcile contract sums to ledger

    Clean reconciliations at month end

Show 2 more scenarios
  • Project finance managers

    Route approval-driven pay application entries

    Consistent approvals across projects

    Approved billing amounts flow through governed workflows before accounting posting and reporting updates.

  • Integrations teams

    Sync progress and change data

    Less manual data transfer

    Integrations move change order and progress status into project billing controls for consistent posting.

Best for: Fits when AIA pay applications must reconcile to project accounting and approvals, with integration-based document handling.

#5

Contractor Foreman

SMB

All-in-one construction management software with AIA billing templates and schedule of values tracking.

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

Routing-aware pay application status management ties submissions, architect review, and owner approval into one bill lifecycle.

Contractor Foreman organizes billing by project and billing period so teams can keep schedule of values figures, retainage, and stored amounts aligned to one payment application record. The workflow supports architect review steps and owner approval routing so submissions can be tracked from draft to accepted status. Audit trails capture who changed pay application inputs and when, which helps reconcile contract sum movements after change documentation updates.

Pros
  • +Project-based pay application records reduce cross-project billing mix-ups
  • +Change impact tracking keeps billing math aligned with logged adjustments
  • +Audit trail links edits to approval steps and submission status
  • +Document bundles support consistent per-period billing packages
Cons
  • –Approval routing setup takes discipline across multi-project portfolios
  • –Some billing export formats require custom mapping for accounting systems
Use scenarios
  • General contractor billing teams

    Monthly AIA progress billing run

    Fewer submission misses

  • Project controls teams

    Percent-complete reconciliation across projects

    Cleaner contract reconciliation

Show 2 more scenarios
  • Construction accounting managers

    Accounting system handoff

    Faster posting cycles

    Billing-ready outputs follow repeatable export paths into accounting and project reporting workflows.

  • Subcontractor management coordinators

    Subcontract payment certification workflow

    Better pay dispute history

    Certifications and supporting documents are collected per billing cycle with traceable updates.

Best for: Fits when contractors manage frequent AIA submissions and need controlled routing with traceable revisions.

#6

Monograph

vertical specialist

Architecture practice management software with project budgets, invoicing, and progress billing.

7.8/10
Overall
Features7.8/10
Ease of Use7.9/10
Value7.7/10
Standout feature

Draw-ready payment application workflow with audit trail across routing steps, documents, and contract line changes.

Monograph targets AIA progress-billing workflows with structured pay-application inputs that map to common forms and routing steps. The system focuses on payment application workflow control, including review checkpoints and an audit trail for changes across multiple projects.

Pros
  • +Pay application workflow supports multi-step routing with tracked approvals
  • +Audit trail records edits tied to draw and contract line items
  • +Supports stored materials billing inputs and document-linked substantiation
  • +Accounting integration patterns reduce spreadsheet rework during monthly cycles
Cons
  • –Requires careful configuration to keep percent complete and line-item math consistent
  • –Architect review workflow is workflow-driven and may need customization per office
Use scenarios
  • professional services finance teams

    prepare phase and milestone client invoices

    Repeatable invoice detail

  • project accountants and practice leaders

    compare budgets and billing during close

    Less manual record gathering

Show 2 more scenarios
  • architecture and engineering teams

    record billable time and expenses by phase

    Consistent cost records

    Capture time and expenses against projects and phases so billing review uses consistent cost records.

  • architecture practice finance teams

    organize overhead rate evidence

    Repeatable rate review support

    Store cost pool details, exclusions, allocation methods, and review steps needed for provisional and final rate work.

Best for: Fits when construction finance teams run recurring AIA pay applications across multiple projects and need governed routing.

#7

Deltek Ajera

vertical specialist

Architecture and engineering accounting software with project billing and AIA form support.

7.6/10
Overall
Features7.6/10
Ease of Use7.6/10
Value7.6/10
Standout feature

Pay application generation uses project-level cost progress inputs so line items carry forward into architect review and owner approval workflows.

Deltek Ajera manages AIA billing workflows by structuring project cost tracking into pay application outputs and internal approval steps. It supports progress billing conventions tied to scheduled work and percent complete calculations, which reduces manual reconciliation when generating pay applications.

Pros
  • +Project-centric billing setup ties pay applications to cost and schedule details
  • +Retainage and stored materials fields support common progress billing scenarios
  • +Workflow steps for review and routing reduce pay application rework
  • +Document attachments keep AIA payment packet context on the same project
Cons
  • –AIA-specific routing and approval depth can require disciplined configuration
  • –Complex pay-application exception handling may need manual follow-up outside standard flows
Use scenarios
  • project accountants and billing admins

    create invoices by phases and retainers

    Scope-aligned billing activity

  • finance teams and billing admins

    monitor receivables by project

    Project-level follow-up visibility

Show 2 more scenarios
  • firm owners and finance teams

    assess profitability using billing data

    Clearer margin and cost view

    Combine labor, expenses, and billing activity to evaluate project margins and financial progress.

  • project teams and finance administrators

    capture time and reimbursable expenses

    Project costs drive billing records

    Record staff time and reimbursable expenses against projects where the work occurred for billing review.

Best for: Fits when mid-size architectural and contracting teams need structured progress billing and review routing inside one project record.

#8

Foundation Software

vertical specialist

Construction accounting software with progress billing and AIA-style payment applications.

7.3/10
Overall
Features7.3/10
Ease of Use7.3/10
Value7.3/10
Standout feature

Pay application routing ties review and approval checkpoints to each billing output so accounting exports align with the same workflow state.

Foundation Software delivers AIA-style construction billing workflows with pay application routing and document-ready outputs. The core experience centers on percent complete inputs, review handoffs, and audit trail records tied to each pay application cycle.

Pros
  • +Pay application routing and approval states reduce manual handoffs.
  • +Audit trail captures routing and edits across each billing cycle.
  • +Percent complete inputs map directly into progress billing outputs.
  • +Stored materials billing supports separate draw treatment.
Cons
  • –Workflow configuration requires governance discipline to avoid approval sprawl.
  • –Complex change handling can add operational overhead for busy projects.
  • –Document lifecycle coverage can lag behind teams that need deep lien waiver libraries.
  • –Multi-project oversight reporting can feel secondary to billing execution.
Use scenarios
  • project accountants and billing teams

    prepare percent complete pay applications

    Supported payment requests

  • project managers and contract administrators

    incorporate change approvals into billing

    Traceable contract value revisions

Show 2 more scenarios
  • field supervisors and construction operations

    document field activity for billing support

    Field events support billing and payroll

    Capture time, field reports, inspections, and progress evidence to support reporting and documentation.

  • construction accountants and project controllers

    link transactions to jobs and cost codes

    Connected WIP and profitability

    Assign labor, material, subcontractor, and equipment transactions to jobs and cost codes for billing context.

Best for: Fits when contractors need repeatable AIA pay app workflows with approval routing and audit trail across many projects.

#9

CMiC

enterprise

Construction ERP software with project financial management and contract billing.

6.8/10
Overall
Features6.8/10
Ease of Use6.8/10
Value6.8/10
Standout feature

Pay application routing with built-in construction document capture to keep architect and owner review evidence attached to each draw.

CMiC manages AIA-style progress billing workflows by tying pay applications, approvals, and supporting documentation to construction project activity. The system handles retainage and stored materials processes and supports the paper flow needed for architect and owner review cycles.

Pros
  • +Progress billing workflow links pay application routing to construction documents
  • +Retainage and stored materials billing tracking fit common draw processes
  • +Change order logs support billed amounts staying aligned with contract updates
  • +Audit trail records approvals and edits tied to each application cycle
Cons
  • –Billing configuration requires consistent project setup for correct routing and calculations
  • –Complex approval workflows can feel heavy for smaller teams
Use scenarios
  • billing teams and contract administrators

    manage progress billing and retainage

    Billing aligns to project costs

  • project managers and superintendents

    run lookahead planning cycles

    Structured lookahead visibility

Show 2 more scenarios
  • procurement teams and project managers

    route purchase approvals tied to job costs

    Committed costs stay visible

    Link purchase requests and approvals to orders, suppliers, quantities, and cost impacts during project execution.

  • public works contractors

    coordinate capital project delivery controls

    Unified financial controls

    Manage schedules, costs, procurement, documents, changes, and payment workflows in a shared delivery system.

Best for: Fits when mid-market construction finance needs AIA pay application workflows with strong approval and documentation control.

#10

RedTeam

SMB

Construction project management software built for general contractors with AIA billing and pay application features.

6.5/10
Overall
Features6.5/10
Ease of Use6.5/10
Value6.5/10
Standout feature

Approval routing tied to billing status lets teams control who can edit or submit each pay application step.

RedTeam is a construction-focused AIA billing workflow tool used to coordinate pay application inputs, reviews, and document outputs across project teams. Its core capabilities center on configurable approval routing, structured pay application data capture, and export-ready package generation that supports repeatable monthly cycles.

Pros
  • +Workflow configuration supports multi-step pay application review chains
  • +Project billing templates produce consistent output packages for monthly cycles
  • +Role-based access limits editing rights during approval stages
  • +Integration paths reduce duplicate entry between billing and project systems
Cons
  • –AIA template alignment needs upfront configuration for each billing setup
  • –Advanced customization depends on how business processes map to available workflow steps
Use scenarios
  • construction accountants

    cycle recurring AIA progress draws

    Records stay aligned to progress

  • closeout managers and owners

    track punch items and warranty records

    Outstanding actions stay tracked

Show 2 more scenarios
  • quality managers and superintendents

    turn inspections into corrective tasks

    Corrective actions become traceable

    Use checklists and inspection findings to create assigned tasks with supporting evidence for rework control.

  • project managers and document controllers

    manage document versions and approvals

    Project records stay organized

    Manage revisions, markups, reviews, approvals, and transmittals so billing documents stay connected to work.

Best for: Fits when firms need controlled, repeatable pay application workflows across multiple projects with governed approvals.

Conclusion

After evaluating 10 aia billing software, Procore stands out as our overall top pick — it scored highest across our combined criteria of features, ease of use, and value, which is why it sits at #1 in the rankings above.

Our Top Pick
Procore

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

Frequently Asked Questions About Aia Billing Software

Which AIA billing tools provide draw-ready pay application routing across architect review and owner approval steps?
Construction Partner routes each pay application through architect review submission and owner approval gating tied to the same application revision. Contractor Foreman also ties contractor-to-architect steps into a controlled bill lifecycle with traceable revisions during frequent AIA submissions.
How do AIA billing platforms structure retainage and stored materials so percent-complete stays consistent across draws?
Foundation Software includes retainage tracking and stored materials billing inside a repeatable project billing process so percent-complete inputs carry forward across monthly cycles. Deltek Ajera applies project billing fields for retainage and stored materials so progress billing conventions stay aligned when generating pay applications.
Which tools support API or integration patterns for accounting system alignment of constructed billing amounts?
Sage Intacct is built around API-driven project billing data synchronization that reconciles pay application amounts to Sage Intacct posting and approvals. Monograph and Procore both target repeatable data movement into accounting systems so billing outputs can reconcile with financial close activities.
When a contract change order updates billing impacts, where should teams capture the change so percent-complete and line items reflect it?
Contractor Foreman captures change impacts tied to billing steps so edits affect the billing-ready output for the cycle. CMiC includes contract change tracking that reflects updates across the billing period in percent-complete calculations and pay application amounts.
What breaks if an approval workflow tool cannot prevent edits after a pay application reaches an approval state?
RedTeam’s approval routing ties who can edit or submit each pay application step to the billing status, so uncontrolled edits cannot drift after routing advances. Construction Partner links document packets and approval decisions to the same application revision, so missing state controls can cause mismatched document evidence versus approved amounts.
How does each platform handle audit trails for pay application edits and routing decisions across multiple projects?
Procore keeps project-level audit trails that tie billing workflow actions to specific documents and approval steps inside the same workspace. Sage Intacct ties outcomes to general ledger approvals and audit trail discipline so each payment application reflects accountable accounting transactions.
Which tools support document-driven construction evidence capture for architect and owner review cycles?
CMiC attaches built-in construction document capture to pay application routing so architect and owner review evidence stays with each draw. Procore connects pay-application work to the field record so structured project documentation and approvals remain linked to the billing cycle.
How should administrators configure RBAC and approval rules so different teams can operate safely on the same project work?
RedTeam uses role-based access with workflow configuration so billing edits and submissions follow controlled collaboration around billing status. Construction Partner adds project-level configuration and approval rules so routing decisions remain auditable across teams working the same recurring draws.
Where does onboarding usually fail when teams migrate existing AIA data into a new billing workflow system?
Sage Intacct users can hit alignment gaps when percent-complete inputs and retainage and change amounts do not map cleanly into accounting and approval objects before posting. Deltek Ajera users can face reconciliation issues when existing cost progress data does not match Ajera’s project cost progress inputs that drive line items into architect review and owner approval workflows.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right Aia Billing Software

In aia billing software, the real separation is how each tool handles pay-application math and workflows from contract docs through the final payment record. We look hardest at percent complete tracking, retainage tracking, and audit log so your billing stays consistent project-to-project.

Pay application workflow controls

Why it matters

Pay application workflow controls decide whether the system routes each application through the right checks before output. For aia billing software, that reduces rework when architects, owners, and contractors use different steps.

How to check

In a demo, ask to see a full pay application workflow from draft to submitted status. Then try changing a line item (percent complete) and confirm who can edit at each stage and what the system recalculates.

Percent complete tracking

Why it matters

Percent complete tracking drives what you bill on schedule and how updates change totals. If percent complete tracking is limited or inconsistent, your aia billing software output will not match your field data.

How to check

Request a sample project with a schedule of values import or manual entry. Update one item’s percent complete and verify the system recalculates totals, including affected sections and any dependent amounts.

Retainage and stored materials

Why it matters

Retainage tracking and stored materials billing affect cash flow and often follow different timing rules. In aia billing software, missing or rigid handling here creates mismatch with draw requests.

How to check

Ask the demo to show retainage settings at the contract level and per line item. Then add a stored materials entry (if supported) and confirm how it impacts current billing vs future billing.

Change order impact tracking

Why it matters

Change order log handling is where billed totals drift when systems treat changes inconsistently. In aia billing software, you need predictable reconciliation between change records and pay applications.

How to check

In the demo, add a change record and then generate a new pay application from the updated basis. Confirm you can trace which change items affected which billing lines and totals.

Audit log for billing changes

Why it matters

An audit log for billing changes lets you prove what changed, when, and by whom during the billing cycle. For aia billing software, that matters when disputes arise over percent complete, retainage, or routed approvals.

How to check

Request a history view for a single pay application and one line item. Make a small edit, save, and then check that the audit log records timestamp, user, field-level change, and recalculated totals.

AIA export and document output

Why it matters

AIA export and document output determine whether your billing artifacts are reusable and consistent across iterations. With aia billing software, output formats must align with how your team submits and reviews pay applications.

How to check

In a demo, generate an output for a pay application and review what fields appear and how line items roll up. Ask whether you can export in the common document formats used by your team and whether re-generation preserves prior values correctly.

Red flags

  • Edits to percent complete do not update totals consistently across the pay application.
  • Retainage or stored materials entries cannot be traced to the specific billing impact.
  • Audit log only shows status changes, not field-level billing edits.

Fit by situation

  • If you bill on a tight monthly cadence with many approval handoffs, prioritize Pay application workflow controls.
  • If you frequently update schedule-of-values progress in the field, prioritize Percent complete tracking.
  • If you manage disputes or rework, prioritize Audit log for billing changes.
Commissioned Research

Funding and competing interests

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

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

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

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