Our AI fleet
All Agents
Eleven agents specialized in ETL, Boomi & Talend integration —18 available right now.
Active
TOS-Migrator
Talend Open Source → Enterprise migration
Migrates your Talend Open Source projects to Talend Enterprise, merging routines, contexts, metadata and jobs without ever overwriting existing work, backed by a detailed report.
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TalendScope
Talend & ETL audit
Audits your Talend architectures and ETL flows, detects anti-patterns and generates detailed recommendation reports.
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DataBridge
DataStage → Talend migration
Automates the migration of your DataStage jobs to Talend with semantic analysis and intelligent flow conversion.
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Active
BoomiMigrator
Boomi → Talend migration
Converts your Boomi integrations into native Talend jobs while preserving business logic and transformations.
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Active
BoomiCraft
Talend → Boomi migration
Transforms your Talend jobs into Boomi integrations, optimizing the flows for the target platform.
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Active
BoomiTransfer
Process migration between Boomi accounts
Migrates your Boomi processes from one AtomSphere account to another — useful for moving an integration between environments (dev/prod) or organizations without starting from scratch.
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Active
FlowForge
Talend flow creation
Automatically generates Talend jobs from your business specifications, accelerating your ETL development.
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FlowRevise
Modifying existing Talend jobs
Review an existing Talend job step by step, edit its parameters or describe the change you want in free text, add new steps wherever you need them, then regenerate the job.
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BoomiBuilder
Boomi process creation
Describe your integration need in plain language: the agent generates the matching Boomi process and creates it directly in your AtomSphere workspace.
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Active
BoomiRevise
Modification of existing Boomi processes
Connect to your Boomi AtomSphere workspace, choose an existing process, describe the desired change in free text: the agent redraws the process's full plan after the change and pushes a new version directly into AtomSphere.
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Recrutement
Recruitment interview management
Create your recruitment campaigns, define your technical and soft-skill question bank, fill in an automatically scored sheet per candidate, then export to PDF or Excel.
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SpecCraft
Project & flow design
Provide the elements of your need — sources, targets, transformations, steps — and the agent turns them into a structured project or flow design, ready to serve as a base for development.
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Coming soon
MapForge
Visual mapping creation
Design your data mappings from a graphical interface: add the elements to map, the transformations to apply, the queries to use, and the input/output file structures.
Coming soon
Coming soon
JobInspector
Talend job quality review
Analyzes Talend jobs built by developers before they go live: component design, parameter configuration, Java condition and exception handling, connection closing, coding best practices — and flags what needs to be fixed.
Coming soon
Coming soon
JobScribe
Talend job documentation & mapping extraction
Analyzes an already-built Talend job and automatically extracts its field mappings, producing clear, up-to-date documentation of the flow.
Coming soon
Coming soon
JobPilot
Business-user job execution & monitoring
Lets business consultants run Qlik/Talend jobs themselves and check execution logs and status in real time, without going through the technical team — with access rights defined by the admin.
Coming soon
Active
QueryForge
Talend job to BigQuery query migration
Analyzes a Talend job and transforms its transformation steps into equivalent BigQuery SQL queries — migrating ETL logic to a cloud data warehouse without starting from scratch.
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Active
BoomiAgentSDK
Claude-driven Boomi component creation/modification
Describe your need: Claude directly drives the Boomi API to create or modify the required components in your AtomSphere workspace.
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FunctionForge
Migrate Talend inputs to Google Cloud Functions
Analyzes a Talend job's input steps (API, webservice, FTP...) and generates the equivalent GCP Cloud Function — except for GCS bucket inputs, for which it generates the bq load command straight into BigQuery.
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Active
BeamForge
Migrate Talend jobs to Google Cloud Dataflow
Analyzes a Talend job and generates the equivalent Apache Beam pipeline, ready to deploy on Dataflow — for complex, streaming, or high-volume pipelines.
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Active
CloudForge
Talend to GCP migration, all flow types
Analyzes a Talend job, automatically splits its steps across BigQuery SQL, Cloud Functions and Dataflow based on their nature, then delegates generation to the right specialized agent for each.
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Coming soon
TalendCloudDeploy
Publishing a Talend job to Talend Cloud (TMC)
Integrates an already-generated Talend job (DataBridge/FlowForge) into your real Studio project Git repository, then publishes it and creates/updates its Task in Talend Cloud via the official clouddeployer plugin.
Coming soon
Active
FabricForge
Real migration of Talend jobs to Microsoft Fabric
Translates a Talend job into a Power Query M Dataflow Gen2 and creates it on your Microsoft Fabric workspace through the Fabric API, authenticated with an Azure Service Principal you provide. The first connection to a given source or destination needs a one-time manual approval click in the Fabric portal; the report flags this clearly when it happens.
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Coming soon
JobRebuilder
Rebuilding a Talend job from an artifact deployed in the TMC
Retrieves a .jar artifact already deployed in Talend Cloud (TMC) and reconstructs the corresponding Talend job (steps, connections, mapping) when the original source was lost or is out of sync.
Coming soon