Thunderful Group PIM consolidation
Documented work consolidating product data into one shared Perfion environment and a common data model.
View published evidenceFor distributors, manufacturers, retail, and e-commerce teams - Product Data & PIM Automation
Create a controlled product-data workflow that validates, maps, enriches, and distributes supplier and internal data across PIM, ERP, commerce, customer, and marketplace systems.
If there is no clear pilot boundary, Clevero will say so before proposing implementation.
Where the friction appears - The recurring operational pattern
The exact systems differ, but the wasted effort usually sits between intake, interpretation, validation, exception handling, and re-entry.
- Different supplier formats. Spreadsheets, XML, PDFs, portals, images, and category structures arrive with different naming and completeness.
- Repeated cleanup. Teams normalize the same attributes, units, descriptions, and media by hand for each destination.
- Conflicting source data. The PIM, ERP, commerce platform, and sales channels disagree about which value is authoritative.
- Incomplete publication. Products are delayed or published with missing required attributes because quality gates are informal or invisible.
Target workflow - A controlled path from source to system action
Automation handles repeatable steps; people retain control over exceptions and decisions that carry operational risk.
- Ingest. Accept approved product files, media, feeds, APIs, and internal changes through one defined boundary.
- Map. Translate external fields, categories, units, and values into the organization’s canonical model.
- Validate. Check required attributes, allowed values, identifiers, relationships, media, and destination-specific rules.
- Enrich and review. Suggest structured content or classifications while keeping human approval for uncertain or sensitive changes.
- Distribute. Send approved data to PIM, ERP, commerce, customer, supplier, or marketplace integrations through agreed interfaces.
- Monitor. Expose failed records, validation reasons, retries, owner, and publication status instead of hiding errors in batch jobs.
Production controls - What must exist around the happy path
The fixed-scope pilot includes operating and review controls so the workflow can be trusted, supported, and audited.
- Control 1. A defined system of record for each data domain
- Control 2. Versioned mapping and validation rules
- Control 3. Human approval for uncertain enrichment or classification
- Control 4. Field-level traceability to source and transformation
- Control 5. Exception queues, retries, alerts, and ownership
- Control 6. Destination-specific quality gates before publication
Fixed-scope production pilot
Indicative €10,000–€25,000
approx. SEK 110,000–275,000
Excluding VAT and material third-party usage costs. Final scope, boundary, responsibilities, and acceptance criteria are agreed before implementation.
Request a workflow reviewPilot deliverables
- Source, destination, and data-ownership map
- Canonical field model for the pilot scope
- One production ingestion path
- Mapping, validation, and review workflow
- One agreed destination integration
- Monitoring, documentation, and handover
Relevant evidence - Published work and product experience
These examples show adjacent experience with ordering, product information, and product media. Each project had a different scope.
Pixlspace product media platform
A Clevero product for connecting product information with product media and automating recurring media work.
View published evidenceQuestions - Before a workflow review
Do we need to replace our PIM or ERP?
No. Clevero first defines which system owns each field and where a controlled integration or quality gate can improve the existing flow.
Can AI generate product descriptions automatically?
It can suggest content within defined source-data and brand constraints. Human review, traceability, and destination rules should be designed before automatic publication is considered.
Can the pilot include every supplier and channel?
The fixed-scope pilot is intentionally narrower: one representative source, one controlled workflow, and one target integration are used to prove the operating model before expansion.
Start with one operational bottleneck
Which workflow would create the most value if it ran faster and with fewer manual steps?
Share the workflow, systems, and exceptions involved. You do not need a finished specification. We will review it and reply with practical next steps.