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Data Intelligence

Migrate data across platforms with AI-powered mapping, validation, transformation and quality assurance — designed for zero data loss.

  • Migration Supervisor + 5 specialist agents
  • Powered by AIM

Data Intelligence · 5 agents

A Migration Supervisor passes work across five agents — Source Analyzer, Schema Mapper, Data Transformer, Data Validator and Data Reconciler — from source discovery to a reconciled target.

Migration Supervisor: Source Analyzer, Schema Mapper, Data Transformer, Data Validator, Data Reconciler (5 specialist agents). Illustrative diagram — agent roles are tailored to each deployment.

Capabilities

AI-powered migration that handles complexity, ensures integrity, and maintains performance.

  • Multi-Source Support

    Bring CSV, Excel, delimited and fixed-width files, text and SQL exports together in one migration — even when headers come in a separate file.

  • Schema Transformation

    AI automatically maps and transforms schemas, handling data type conversions and normalization.

  • Data Validation

    Row counts, primary keys, nulls and monetary precision are checked on every table, and the target is reconciled with its source.

  • Quality Assurance

    Acceptance tests catch duplicate keys, null drift and schema drift, and anything uncertain goes to a person for review.

  • Rollback Protection

    Checkpoints, phase-by-phase rollback and a tamper-evident audit trail let you stop and recover safely.

  • Incremental Sync (Roadmap)

    Continuous synchronization minimizes downtime and allows gradual cutover to new systems.

Capabilities marked Roadmap are part of the Data Migration & Transformation architecture and in development.

Close-up of a fiber optic switch in a server rack, with yellow patch cables plugged into rows of green and blue connectors
Data Intelligence

Input Source systems Output Reconciled target data

Outcomes

  • Row-count, key and precision checks on every table

  • Far less hand-built ETL, with AI-drafted, human-approved rules

  • Low-confidence mappings always reviewed by a person

  • Sensitive values redacted before any AI model sees them

  • Data cleansing through approved transformation rules

  • Tamper-evident audit trail that supports compliance programs

Powered by

AIM

Adaptive & Intelligent Migration

AIM brings automated discovery, confidence-scored mapping, AI-drafted transformations and reconciliation — with far less hand-built ETL.

Industries

The same agents serve banking, healthcare and enterprise IT.

Share your source systems and target platform. We'll show you the Migration Supervisor and its agents working through discovery, mapping, validation and reconciliation.

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