Akeneo workflow
product_identifierAC820825existing_attributesPARTIALexisting_contentINPUTtarget_structureKEEPIntegrations · Akeneo
Add External AI Research and Validation to Akeneo Workflows
If Akeneo is already part of your product-data stack, ENRIVAQ is positioned to work around that existing workflow rather than ask you to replace it.
The handoff is not limited to enriched attributes: the configured output can carry validated technical fields together with SEO keyword targets, unique product copy, meta title, meta description and final content in the target language.
Product records can be moved into a focused enrichment process for external research, structured technical attributes and validation, then returned through a supported data-exchange method.
ENRIVAQ acts as an external enrichment layer around Akeneo, with the exchange path configured for the deployed customer workflow.
Discuss Your Akeneo WorkflowENRIVAQ sidecar
ResearchSOURCESExtract VALUESNormalize SCHEMAValidate APPROVESELECTED RECORD →
← APPROVED RETURN
AKENEO STAYSEXCHANGE METHOD = CONFIGUREDRETURN = APPROVED ONLY
What Akeneo manages
Keep Akeneo as part of the existing product-information workflow
Akeneo remains the PIM context. ENRIVAQ adds a focused external enrichment step for research, structured technical data and validation.
Current workflow
Current product recordThe existing record remains the starting point.
Current fieldsAvailable fields can begin the enrichment process.
Current target structureReturned output should fit the expected structure.
EXISTING WORKFLOW
+ EXTERNAL ENRICHMENT
+ EXTERNAL ENRICHMENT
Focused sidecar
External researchFind supporting information beyond the current record.
Structured technical dataExtract and normalize difficult fields.
Validation before returnConflicts and uncertainty remain visible.
Current Akeneo overlap is real.Akeneo Product Cloud now includes Web-Based Attribute Enrichment that can research the live web, cite source websites and route suggestions through review. ENRIVAQ is positioned here only as a separate configured enrichment layer when a company wants technical research and validation outside the PIM workflow.PIM integration →
Where ENRIVAQ adds value
Focus the enrichment layer on missing and difficult product information
ENRIVAQ can be positioned around four approved product-data functions applied before anything returns to the existing workflow.
Find supporting sources
Extend beyond the information already present in the exported product record.
Structure technical values
Turn usable source evidence into attributes and product fields.
Fit the target schema
Standardize names, values and units for the agreed return structure.
Hold uncertainty
Conflicts and low-confidence mappings stay visible before acceptance.
SHARED PURPOSEImprove the returning record
Where it matters mostComplex technical catalogs where a short supplier record is not enough to produce a reliable product page.Complex technical catalogs →
Architecture
Move selected records out for enrichment and return approved data
The architecture follows a clear product-data flow from the existing PIM through enrichment and back into the governed workflow.
Records move through the exchange method configured for the customer workflow, such as structured file exchange or an implemented API path.
Akeneo
Selected record leaves through the implemented exchange method.
ENRIVAQ
ResearchExtractionNormalizationValidationAkeneo
Approved data returns to the expected field structure.
INPUT: CONFIGURED API OR FILE EXCHANGE · RETURN/UPDATE: DEPLOYED CUSTOMER WORKFLOW
Export from Akeneo
Start with the Akeneo product fields already available
The source record can provide the identifiers, existing attributes, titles or other fields required to begin enrichment. Export fields are mapped to the configured customer workflow and target structure.
Exported fieldRole in enrichmentStatus
product_identifierAnchor the product identity
MAPPEDKeep one concrete record visible across the complete flow.
existing_attributesProvide current technical context
MAPPEDShow what is known and what may still be missing.
title / existing_contentSupport identification and content context
MAPPEDUse only fields that actually exist in the export.
target_field_structureDefine the return shape
KEEPReturned data should match the expected customer structure.
EXPORT FORMATField scope confirmed during implementationREQUIRED FIELD LISTField scope confirmed during implementation
Enrichment
Research and structure data outside the PIM workflow
Once transferred, the product can move through the enrichment steps already defined for ENRIVAQ: source research, attribute extraction, normalization and content preparation according to the agreed target schema.
Improve what returns
Not an independent parallel catalog.
THE OBJECTIVE IS THE DATA THAT RETURNS TO THE AKENEO WORKFLOW
Validation
Review uncertain data before it returns
The enriched record should pass through the same validation logic used elsewhere in the platform.
Conflicting values, uncertain mappings or incomplete critical fields should be visible before the result is accepted.
Acceptance candidates
Traceable sourceVISIBLETarget-field mappingBOUNDNormalized valueCHECKEDAPPROVED CANDIDATE
APPROVALVALIDATE
Not returned yet
Conflicting valuesHELDUncertain mappingHELDIncomplete critical fieldHELDSTOP · REQUIRES REVIEW
Only candidates that pass the gate continue toward return.Product data validation →
Return
Return structured approved fields through the supported method
The final product record can be prepared for the verified return path into the existing Akeneo workflow. That output should match the field structure expected by the customer.
Approved ENRIVAQ record
attributes.*APPROVEDnormalized_valuesAPPROVEDcontent.*IF IN SCOPEVALIDATEMAPRETURN
Expected field structure
existing_fieldsKEEPapproved_valuesRETURNheld_valuesBLOCKDo not describe automatic synchronization unless it exists.A return/update path is described only when it has actually been implemented for the customer workflow.
Example
Show one Akeneo record before and after enrichment
Use a real product to demonstrate the complete flow and keep the same product identifier visible at every stage.
PRODUCT IDENTIFIERAC820825SAME IDENTITY · ALL STAGES
StageRecord stateWhat changesStatus
01Akeneo record
Existing fields exported.
Start from current data
EXPORTEDIdentifier + available attributes + existing content.
02Research
Same identifier preserved.
Find supporting evidence
SOURCEDRelevant product sources are gathered and traced.
03Enrichment
Target schema applied.
Complete structured fields
ENRICHEDExtract and normalize approved values.
04Return
Same Akeneo workflow.
Prepare approved data
APPROVEDOnly verified output continues through the implemented method.
The reference flow uses the same product identity across export, enrichment, validation and return.How it works →
Supported connection method
State the real Akeneo connection method
The connection method is stated explicitly so the public page does not imply native connectivity.
How does the record leave and return?
Document the actual exchange used by the implementation.
API/file input · return/update route defined in the implemented customer workflowCONFIRM CONNECTION SCOPE
How should the relationship be described publicly?
Use only terminology supported by the implementation.
ENRIVAQ works as an external enrichment layer around the existing Akeneo workflow; no native connector or automatic write-back is claimedUntil both fields are verified, this page describes an enrichment layer reached through data exchange — not a native connector.
Akeneo workflow handoff
Discuss enrichment around your Akeneo workflow
Bring one exported product record and the fields you want to complete. The integration discussion can then focus on a real Akeneo data path.
Discuss Your Akeneo Workflow01Exported product record02Fields to complete03Expected return structure04Real exchange method