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Supply Chain In IndustryTop 10 Best Supply Chain Intelligence Software of 2026
Ranked review of supply chain intelligence software, comparing Everstream Analytics, Altana, Sayari, and Coupa on analytics, visibility, and risk.
How we ranked these tools
Vendors set the topic, but our editors set the inclusion criteria and the evaluation framework before research starts.
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Framework: Features 40% · Ease 30% · Value 30%
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Everstream Analytics is the best fit for procurement and risk teams that need automated multi-tier mapping from live purchasing and logistics data, whereas Inspectorio works better when you want multi-source supplier and quality plus compliance data mapped into repeatable risk scoring.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
Everstream Analytics
Risk propagation analysis over a supplier hierarchy graph that updates as new transaction signals arrive.
Best for: Fits when procurement and risk teams need automated multi-tier mapping from live purchasing and logistics data.
Altana
Editor pickSupplier hierarchy expansion that builds a multi-tier supply network graph for risk propagation.
Best for: Fits when teams need repeatable multi-tier mapping and risk propagation tied to procurement data.
Sayari
Editor pickGraph-based supplier relationship enrichment ties risk signals to connected entities for traceable investigations.
Best for: Fits when compliance and procurement need tiered supplier risk mapping with repeatable API-driven enrichment.
Comparison Table
Everstream Analytics
enterprisePredictive supply chain analytics combining risk, ESG, and weather intelligence.
Risk propagation analysis over a supplier hierarchy graph that updates as new transaction signals arrive.
Everstream Analytics is built to convert transactional inputs into supplier hierarchy views that flow into risk scoring and risk propagation analysis. It ingests purchasing and logistics data signals and then applies supplier intelligence enrichment to extend coverage beyond tier-one relationships. The primary fit appears in organizations that need recurring supplier master synchronization and exception-driven updates instead of one-time enrichment projects.
A practical tradeoff is that accurate hierarchy outcomes depend on data consistency across item, buyer, and supplier identifiers, which can require governance work before automation runs reliably. A common usage situation is ongoing supply risk assessment for teams monitoring disruptions across sub-tier dependencies tied to active purchase activity.
- +API-first integration support for supplier intelligence ingestion and automation
- +Multi-tier supplier mapping driven by purchasing and shipment signals
- +Risk propagation analysis that reflects how disruptions flow through hierarchies
- +Scenario analysis tied to mapped dependencies for faster what-if decisions
- –Identifier normalization and hierarchy validation require deliberate data governance
- –Complex configurations can slow early time-to-value for new data domains
- –Outbound reporting may require custom configuration for niche stakeholder formats
- –API-based workflows increase the need for internal integration monitoring
Procurement and supplier risk teams
Continuously assess sub-tier disruption exposure
Faster escalation of indirect dependencies
Supply chain planning teams
Run scenario planning by dependency chain
More credible contingency plans
Show 2 more scenarios
Enterprise data and integration teams
Automate updates via integration pipelines
Lower manual master data effort
Provision enrichment and refresh workflows through API-enabled ingestion and operational automation hooks.
Compliance and governance teams
Maintain auditable supplier hierarchy decisions
Clearer review trail for decisions
Track and review how mapped supplier relationships influence risk outputs for controlled governance.
Best for: Fits when procurement and risk teams need automated multi-tier mapping from live purchasing and logistics data.
Altana
enterpriseShared supply chain intelligence platform using AI to map global trade networks.
Supplier hierarchy expansion that builds a multi-tier supply network graph for risk propagation.
Altana’s core workflow centers on building and maintaining a supply network graph from supplier master data, item associations, and procurement signals, then using that structure to propagate risk through supplier relationships. The product is strongest for analytics teams that need repeatable intelligence refresh cycles and controlled configuration across business units.
A tradeoff is that graph accuracy depends on consistent upstream identifiers across supplier and procurement systems. It fits best when procurement, master data, and risk teams can provide stable keys for supplier entities and item links before scaling automation.
- +Multi-tier supplier relationship expansion supports hierarchy-based analysis
- +Integration-focused automation supports intelligence refresh tied to source updates
- +Graph-centric risk propagation improves traceability across supplier chains
- +Extensibility helps connect intelligence outputs into existing workflows
- –Graph quality depends on supplier and item identifier consistency
- –Governance for multi-team configuration requires active admin oversight
Supply chain risk teams
Propagate risk through supplier hierarchy
Higher-confidence risk coverage
Procurement analytics teams
Tie spend to supplier and items
Clearer sourcing visibility
Show 1 more scenario
Master data governance teams
Maintain stable supplier entity mapping
Lower mapping drift
Controlled configuration and refresh logic help keep supplier entities aligned across source systems.
Best for: Fits when teams need repeatable multi-tier mapping and risk propagation tied to procurement data.
Sayari
enterpriseSupply chain intelligence platform for entity resolution and counterparty risk.
Graph-based supplier relationship enrichment ties risk signals to connected entities for traceable investigations.
Sayari connects supplier master data and transaction context to an entity network so analysts can trace how exposure could propagate across connected suppliers. The workflow emphasizes investigation trails with explainable signals, which supports review cycles for risk scoring and downstream due diligence. Integration is oriented around API-driven data exchange and repeatable enrichment jobs instead of one-off exports.
A key tradeoff is that value depends on having stable supplier identity inputs, because weak matching increases entity fragmentation and reduces confidence in lineage. Sayari fits best when procurement and compliance need ongoing supplier intelligence updates tied to real buying activity and when teams must move from a signal to an investigation quickly.
- +Entity resolution across supplier relationships reduces scattered network views
- +API-first enrichment supports repeatable monitoring runs
- +Investigation workflow preserves signal provenance for review cycles
- +Scenario-style updates help teams re-rank suppliers after new signals
- –Entity matching quality depends on consistent supplier identifiers
- –Advanced configuration requires tighter governance than ad-hoc analysis
Supplier risk teams
Prioritize investigations across sub-tier relationships
Faster triage, fewer wasted reviews
Procurement operations
Tie supplier risk to buying activity
Better targeting for due diligence
Show 1 more scenario
Compliance and screening
Reassess suppliers after identity changes
More consistent audit-ready decisions
Screening teams rerun enrichment and update entity relationships when supplier records evolve.
Best for: Fits when compliance and procurement need tiered supplier risk mapping with repeatable API-driven enrichment.
Inspectorio
vertical specialistInspectorio connects supplier, quality, compliance, and production data across supply networks.
Change monitoring that links supplier and network updates to risk score movement for ongoing exception management.
Inspectorio focuses on supplier intelligence through monitored firmographic and risk signals tied to procurement and manufacturing workflows. Its core capabilities center on multi-tier supplier mapping, ongoing change detection, and risk scoring for supplier master and item master contexts.
- +Multi-tier supplier mapping supports sub-tier attribution beyond direct suppliers.
- +Risk scoring is tied to supplier records for repeatable supplier risk assessment cycles.
- +Ongoing monitoring supports supplier change detection for event-driven exception management.
- +Integration-oriented data ingestion helps connect procurement and supplier intelligence outputs.
- –Maintaining supplier master data quality is required for consistent risk scoring results.
- –Automation depth depends on how ingestion is aligned with existing procurement workflows.
Best for: Fits when procurement and supply chain teams need multi-tier supplier mapping plus repeatable risk scoring.
EcoVadis IQ
enterpriseEcoVadis IQ supports supplier sustainability screening, risk segmentation, and portfolio analysis.
Assessment-linked supplier intelligence that translates sustainability scores into prioritized supplier monitoring inputs.
EcoVadis IQ takes EcoVadis sustainability assessment content and turns it into supplier intelligence for downstream supply chain risk workflows. It supports supplier performance visibility using supplier master records and assessment-linked scoring signals, then routes that intelligence into buying and monitoring processes.
- +Supplier intelligence derived from EcoVadis assessment data supports consistency in supplier monitoring
- +Integration options reduce manual reentry when aligning supplier records with downstream workflows
- +Sustainability scoring signals help prioritize suppliers for follow-up actions
- +Audit-friendly reporting based on assessment-linked supplier attributes supports governance reviews
- –Supplier intelligence coverage is strongest for suppliers with assessment data availability
- –Multi-tier mapping depth depends on available hierarchy inputs rather than inferred discovery
- –Complex analytics like scenario modeling require external data sources and additional tooling
- –Admin setup needs careful governance to keep supplier identity matching consistent
Best for: Fits when sustainability assessment signals must feed supplier risk assessment workflows and supplier monitoring processes.
Sedex
enterpriseSedex provides supplier data, risk assessments, audits, and responsible sourcing workflows.
Sedex Exchange workflows coordinate supplier questionnaires and evidence submission into a single intelligence view for monitoring and exception handling.
Sedex is tailored for organizations that need supply chain intelligence grounded in supplier disclosures across multiple regions.
- +Strong coverage of questionnaire-based supplier disclosures and evidence
- +Clear workflows for collecting updates from supplier profiles
- +Analytics for spotting inconsistencies and outliers across supplier sets
- +Audit-friendly change trails for submitted supplier responses
- –Less suited for ERP-grade supply network mapping without supplementary data
- –Limited transparency into how risk scoring combines evidence signals
- –Automation depth depends on integration scope and data availability
- –Setup requires governance for questionnaire scope and supplier responsibility
Best for: Fits when supplier intelligence relies on standardized disclosures and ongoing questionnaire refresh cycles.
IntegrityNext
enterpriseIntegrityNext manages supplier sustainability, compliance, and risk information in one platform.
IntegrityNext applies integrity and compliance signals into supplier intelligence records for hierarchy-aware multi-tier risk assessment.
IntegrityNext is a supply chain intelligence product focused on integrity-driven risk signals and supplier intelligence workflows. The system centers on collecting and enriching supplier master data, then mapping risk context to the supply network for multi-tier supplier visibility.
- +Integrity-focused supplier intelligence improves audit trails for risk decisions
- +Multi-tier supplier mapping supports hierarchy-aware risk assessment workflows
- +API integration supports automated enrichment from external procurement systems
- +Governed access helps control who can edit supplier intelligence fields
- –Risk scoring workflows depend on consistent supplier and item master data inputs
- –Deep control-tower style event management is limited compared with analytics-first suites
Best for: Fits when integrity and supplier intelligence need governed, multi-tier mapping feeding downstream risk decisions.
Achilles
enterpriseAchilles provides supplier information, qualification, risk, and performance management software.
Achilles data normalization that reconciles supplier and product identities into governed, enrichment-ready profiles for onboarding and screening.
Achilles focuses on supply chain intelligence built around standardized supplier and product data used for onboarding and ongoing risk screening. It converts manufacturer, location, and material identifiers into consistent profiles that support cross-organization matching and supply chain mapping.
- +Standardized supplier and product data normalization for consistent downstream matching
- +Ongoing supplier intelligence updates tied to supplier master data workflows
- +Integration support for syncing procurement and ERP-derived supplier records
- +Controlled enrichment processes for multi-team governance of supplier profiles
- –Multi-step onboarding for higher data quality requires strong internal governance discipline
- –Limited visibility into end-to-end risk propagation mechanics compared with graph-first tools
- –Modeling item and BOM depth depends on data completeness from connected systems
- –API capabilities can be integration-led rather than offering deep native automation templates
Best for: Fits when supplier onboarding and supplier intelligence need consistent data normalization across ERP and procurement workflows.
Sourcemap
vertical specialistSourcemap maps supply chains and tracks product provenance across supplier networks.
Automated supplier hierarchy maintenance that links mapping changes back to incoming records for review and control.
Sourcemap builds and maintains supply network mapping from source data so teams can see who supplies whom across tiers. It focuses on supplier intelligence workflows, including deduping supplier master data, linking relationships to events from procurement and shipping, and producing audit-ready mapping artifacts for risk review.
- +Multi-tier relationship building that connects supplier entities across the hierarchy
- +Change tracking on supplier links to support ongoing mapping maintenance
- +Entity resolution features that reduce duplicates across supplier and item references
- +Automation of enrichment and relationship updates from incoming operational records
- –Mapping quality depends heavily on upstream data completeness and standardization
- –Some relationship logic requires governance to prevent incorrect tier assignments
Best for: Fits when mid-market to enterprise teams need recurring supply network mapping and supplier intelligence from operational feeds.
RapidRatings
vertical specialistRapidRatings evaluates supplier financial health and monitors changes in vendor viability.
Rapid scoring refresh workflow that updates supplier risk outputs for monitoring without manual rework.
RapidRatings targets supplier intelligence and risk assessment workflows that depend on rapid data refresh and defensible supplier scoring. It focuses on aggregating supplier-related signals into structured risk outputs and updating them for ongoing monitoring cycles.
- +Supplier risk outputs are organized for ongoing monitoring cycles
- +Hierarchy-centric supplier intelligence supports multi-level view needs
- +Integration options support automated refresh into downstream workflows
- +Risk scoring supports exception triage workflows with ranked supplier lists
- –Multi-tier mapping depth can lag when source coverage is limited
- –Advanced control needs may require extra configuration work
- –API and automation surface breadth appears narrower than broader control-tower tools
- –Limited support for deep BOM-level lineage in complex item networks
Best for: Fits when teams need fast supplier intelligence updates and prioritized risk lists for monitoring and exceptions.
Conclusion
After evaluating 10 supply chain intelligence software, Everstream Analytics 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 Supply Chain Intelligence Software
Supply chain intelligence software converts procurement, logistics, and supplier master records into multi-tier supplier mapping and risk-ready outputs that procurement and risk teams can operationalize. This guide covers Everstream Analytics, Altana, and the rest of the evaluated short list that includes Sayari, Inspectorio, EcoVadis IQ, Sedex, IntegrityNext, Achilles, Sourcemap, and RapidRatings.
Everstream Analytics leads with risk propagation analysis over a supplier hierarchy graph that updates as new transaction signals arrive. Altana focuses on repeatable hierarchy expansion that builds a multi-tier supply network graph tied to procurement data, while other tools emphasize graph enrichment, change monitoring, standardized questionnaires, or supplier onboarding normalization.
Supply Chain Intelligence Software that builds multi-tier supplier graphs and operational risk outputs
Supply chain intelligence software ingests signals from purchasing and logistics systems and connects them to supplier relationships so risk assessment can propagate beyond tier one. The category typically outputs supplier intelligence that can be reused for monitoring cycles, exception handling, and repeatable investigations.
Everstream Analytics differentiates with supplier hierarchy graph risk propagation that updates as transaction signals arrive, which targets continuous risk movement tracking across the supplier network. Altana differentiates with supplier hierarchy expansion that supports multi-tier supplier relationship growth for hierarchy-based analysis, with integration-focused automation to refresh intelligence when source updates change.
Integration, automation, and graph governance for supply chain intelligence
Supply chain intelligence software turns purchasing, logistics, and supplier master data into multi-tier supplier relationship graphs that risk teams can act on. The practical differentiator is how quickly and how reliably each tool can connect those signals to supplier records and refresh outputs without manual spreadsheet work.
Integration depth and automation matter because most organizations already store supplier identities in ERP workflows and exchange updates through procurement and logistics feeds. Tools also need governance controls that keep graph structure stable, because identifier mismatches and hierarchy drift directly break risk scoring and investigation traceability.
API-first ingestion and automation for supplier intelligence refresh
Everstream Analytics provides API-first integration support for supplier intelligence ingestion and automation, so new transaction signals can drive continuous hierarchy updates. Sayari also uses API-first enrichment runs to monitor connected entities, which reduces repeated manual investigation setup.
Risk propagation mechanics over a supplier hierarchy graph
Everstream Analytics stands out with risk propagation analysis that updates as new transaction signals arrive, so risk movement reflects changing supplier relationships. Altana and Inspectorio support hierarchy-centric views, but Everstream Analytics is the specific fit when the workflow requires propagation behavior tied to live change in inputs.
Multi-tier supplier mapping quality and hierarchy validation
Altana focuses on repeatable multi-tier mapping and hierarchy expansion that supports hierarchy-based analysis, which fits programs that need stable expansion logic over time. Inspectorio supports multi-tier supplier mapping with sub-tier attribution for exception management, while Everstream Analytics also depends on deliberate identifier normalization and hierarchy validation.
Entity resolution and change tracking for traceable investigations
Sayari enriches supplier relationship graphs through entity resolution across supplier relationships, which reduces scattered network views during tiered investigations. Sourcemap emphasizes automated supplier hierarchy maintenance plus change tracking on supplier links, so teams can trace mapping changes back to incoming records for review and control.
Workflow binding between signals, risk outputs, and monitoring cycles
Inspectorio links supplier and network updates to risk score movement for ongoing exception management, which ties monitoring to measurable score changes. RapidRatings refreshes supplier risk outputs for monitoring without manual rework, which fits teams that prioritize fast update cycles over deeper propagation mechanics.
Choose by integration target, graph behavior, and governance workload
The right supply chain intelligence software depends on how supplier identities appear in existing systems and which parts of the graph logic must stay stable under change. Teams that already run procurement-led workflows usually need automation and API integration so supplier intelligence can refresh as purchase and shipment signals change.
The deciding factor is often graph behavior under new inputs. Some tools propagate risk dynamically from transaction signals, while others expand or maintain hierarchies through enrichment, normalization, or questionnaire workflows, which changes what “operational” means for monitoring and exception handling.
Map the required update trigger to the tool’s graph behavior
If risk outputs must update when new transaction signals arrive, prioritize Everstream Analytics because risk propagation analysis updates along the supplier hierarchy graph with new signals. If the requirement is repeatable hierarchy expansion tied to procurement data refresh, use Altana because multi-tier supplier relationship expansion supports hierarchy-based analysis with integration-focused automation.
Pick an enrichment philosophy based on which identifiers fail in your environment
If supplier and product identity inconsistencies are the blocker, Achilles normalizes supplier and product data into governed enrichment-ready profiles for consistent downstream matching. If the main issue is connected-entity visibility during investigations, Sayari uses entity resolution across supplier relationships to reduce scattered network views.
Decide how much multi-team governance the graph can tolerate
If teams can dedicate governance effort to identifier normalization and hierarchy validation, Everstream Analytics can deliver continuously updated propagation. If the organization cannot sustain strict consistency, avoid overextending tools where graph quality depends heavily on identifier consistency, because Altana’s graph quality depends on supplier and item identifier consistency.
Align monitoring and exception handling to the tool’s output linkage
When the workflow requires change monitoring that connects supplier and network updates to risk score movement, choose Inspectorio because its change monitoring supports ongoing exception management. When the workflow requires fast monitoring list refresh without manual rework, choose RapidRatings because its scoring refresh workflow updates supplier risk outputs for monitoring cycles.
Choose your source-of-truth inputs and accept the mapping ceiling
If the business relies on assessment-based sustainability inputs as supplier intelligence signals, choose EcoVadis IQ because supplier intelligence is derived from assessment data and translated into prioritized supplier monitoring inputs. If the business relies on standardized questionnaire evidence workflows, choose Sedex because Sedex Exchange coordinates supplier questionnaires and evidence submission into a single intelligence view.
Confirm how mapping maintenance and review control works before scaling coverage
If the program needs change tracking for mapping maintenance so updates can be reviewed against incoming records, choose Sourcemap because it tracks changes back to incoming records for review and control. If integrity and compliance signals must feed hierarchy-aware multi-tier risk assessment with audit trails, choose IntegrityNext because it applies integrity and compliance signals into supplier intelligence records.
Who should buy Supply Chain Intelligence Software for multi-tier risk operations
Supply chain intelligence software fits teams that must connect direct purchasing relationships to sub-tier supplier realities so risk assessment can propagate beyond tier one. These teams typically have procurement and risk workflows that already generate purchase and shipment signals and need those signals mapped to supplier records and risk outputs.
The buyer selection depends on which operational workflow is most constrained. Some teams need dynamic risk propagation behavior, others need questionnaire-based coverage, and others need entity normalization for onboarding consistency.
Procurement and risk teams running continuous monitoring from live purchasing and logistics signals
Everstream Analytics provides risk propagation analysis over a supplier hierarchy graph that updates as new transaction signals arrive, which supports continuous risk movement tracking across the supplier network.
Compliance teams coordinating tiered supplier risk mapping with repeatable enrichment runs
Sayari uses graph-based supplier relationship enrichment that ties risk signals to connected entities and uses API-driven enrichment for repeatable monitoring runs.
Supplier data and onboarding teams needing governed normalization across ERP and procurement workflows
Achilles standardizes supplier and product identities into governed enrichment-ready profiles and ties ongoing supplier intelligence updates to supplier master data workflows.
Sustainability governance teams converting assessment evidence into monitoring inputs
EcoVadis IQ translates sustainability assessment data into prioritized supplier monitoring inputs, which reduces manual reentry when aligning supplier records to downstream workflows.
Mid-market to enterprise teams maintaining supply network mappings with reviewable change logs
Sourcemap automates multi-tier relationship building and links mapping changes back to incoming records for review and control.
Common failure points when implementing supply chain intelligence
Supply chain intelligence implementations fail when graph logic and identifiers do not match the quality of incoming signals. Many tools depend on supplier and item identifier consistency, and risk scoring or propagation can become unreliable when mapping inputs drift.
Another recurring issue is choosing a workflow target that the tool does not bind to risk outputs. Teams often expect control-tower-style event management while selecting analytics-first graph tools that focus on enrichment and scoring mechanics.
Assuming supplier hierarchy graphs stay correct without explicit identifier normalization and hierarchy validation
Everstream Analytics can require deliberate data governance for identifier normalization and hierarchy validation, and Altana’s graph quality depends on supplier and item identifier consistency.
Deploying monitoring workflows without checking how risk scoring ties to score movement and exceptions
Inspectorio links supplier and network updates to risk score movement for ongoing exception management, while RapidRatings refreshes risk outputs for monitoring without the same emphasis on change-to-score movement linkage.
Over-relying on inferred mapping when upstream data completeness is limited
Sourcemap’s mapping quality depends heavily on upstream data completeness and standardization, and its relationship logic can require governance to prevent incorrect tier assignments.
Expecting deep control-tower style event management from integrity-focused scoring workflows
IntegrityNext applies integrity and compliance signals into supplier intelligence records for hierarchy-aware multi-tier risk assessment, but it limits deep control-tower style event management compared with analytics-first propagation suites.
Selecting a questionnaire-centric intelligence tool for ERP-grade supply network mapping requirements
Sedex is optimized for Sedex Exchange workflows that coordinate supplier questionnaires and evidence submission, and it is less suited for ERP-grade supply network mapping without supplementary data.
How We Selected and Ranked These Tools
We evaluated Everstream Analytics, Altana, and the other shortlisted tools on features coverage, integration and automation surface, and ease of operationalizing supplier intelligence outputs. Features accounted for 40% of the scoring because multi-tier mapping, graph enrichment, and risk scoring mechanics determine whether monitoring can run on schedule.
Ease of setup and ongoing governance accounted for 30% and value for 30% because identifier normalization, hierarchy validation, and configuration effort affect time-to-value for new data domains. Everstream Analytics ranked highest because its API-first integration support plus risk propagation analysis over a supplier hierarchy graph updates as new transaction signals arrive, which directly matches continuous risk movement tracking needs.
Frequently Asked Questions About Supply Chain Intelligence Software
How do Coupa, Everstream Analytics, and Altana differ in multi-tier supplier mapping data sources?
Which tool best supports event-driven risk assessment updates as new shipment and transaction signals arrive?
How do Everstream Analytics and Altana model risk propagation across a supplier hierarchy graph?
What integration and API patterns are commonly needed for supplier intelligence automation?
When do admin controls and audit trails matter most across multi-tier supplier intelligence workflows?
What breaks if supplier master data and item master data are incomplete or inconsistent?
Where does supplier intelligence built for sustainability signals fit compared with operational shipping-driven risk scoring?
Which workflow supports traceable investigations tied to connected supplier entities rather than only document scoring?
How should teams choose between graph mapping tools and risk scoring tools when building a supply chain control tower dashboard?
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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