Data Cosmos Code Conversion Agent – AI-Powered Legacy Code Conversion
Coforge Limited · Finance & Accounting
Certification per AWS Marketplace.
Evidence tier Source Confirmed · 4 captures on record
What the publisher says
As described on AWS Marketplace.
Overview:
Code Conversion Agent is a multi-agent AI system designed to accelerate large-scale data platform modernization. It automatically converts DDL, DML, SQL stored procedures, and transformation code from legacy platforms to modern cloud-native stacks, preserving business logic with high fidelity and delivering full auditability.
Show the rest of the publisher’s description (27 more lines)
Source Platforms:
SSIS, Informatica PowerCenter, Oracle PL/SQL, SQL Server T-SQL, and all other RDBMS and EDW platforms.
Target Platforms (20+):
- dbt on Snowflake, Databricks, BigQuery
- PySpark on AWS Glue, Databricks, Apache Spark
- Native SQL for Snowflake, BigQuery, Amazon Redshift
4-Stage Multi-Agent Pipeline:
- Lineage Agent: Generates end-to-end data flow diagrams showing source-to-target transformations, dependencies, and system touchpoints. Provides visual validation context before conversion.
- Conversion Agent: Translates source code into target-platform syntax. Handles DDL conversion, stored procedure translation, ETL logic mapping, and transformation rule adaptation. Preserves business logic, naming conventions, and data types.
- Validation Agent: Validates correctness, completeness, and logic fidelity. Compares source and target outputs, checks semantic equivalence, and generates confidence scores per conversion unit.
- AutoFix Loop: Automatically retries and patches validation failures. Iterates through failed conversions with modified approaches until validation passes or escalates for manual review.
Output: Downloadable ZIP with source vs. target code, validation reports, lineage diagrams, confidence scores, and execution logs.
Key Benefits:
- Eliminates manual rewrite: converts full mappings in minutes instead of weeks
- Multi-LLM flexibility: Gemini, GPT-4o, Claude, Ollama — no vendor lock-in
- Customizable prompts: enforce naming standards and coding patterns
- Enterprise auditability: pre/post-validation snapshots and confidence scores
- Batch & scalable: parallel conversion of dozens of pipelines
- Built-in lineage: auto-generated diagrams simplify validation
- Cost transparency: tracks estimated LLM token usage for budget planning
Industry Applications:
- Banking: Convert Oracle PL/SQL risk procedures to PySpark on Databricks. Lineage Agent maps hundreds of stored procedures for audit compliance.
- Insurance: Migrate Informatica ETL to dbt on Snowflake for claims analytics. Validation Agent ensures actuarial logic preserved with 95%+ confidence.
- Travel: Convert SSIS packages to AWS Glue PySpark. Batch processes hundreds of packages in parallel.
- Healthcare: Migrate SQL Server stored procedures to Redshift SQL. AutoFix handles HIPAA-specific data handling logic.
Cloud-Native Deployment on AWS:
Deployed on Amazon EKS. Amazon Bedrock provides multi-LLM reasoning. Amazon S3 stores source code and outputs. Targets: AWS Glue (PySpark), Amazon Redshift (SQL), Databricks on AWS
Highlights
Highlighted by the publisher on AWS Marketplace.
4-stage multi-agent pipeline: Lineage → Conversion → Validation → AutoFix with confidence scoring
Converts SSIS, Informatica, Oracle, SQL Server to 20+ targets including dbt, PySpark, Redshift
Multi-LLM support (Gemini, GPT-4o, Claude, Ollama) with customizable prompts — no vendor lock-in
Agent build and provenance
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Compliance
- FedRAMPConfirmedNot listed90%, registry-checkedNo FedRAMP Marketplace entry matched this vendor's domain, checked 2026-08-27registry recordas observed 2026-08-27
Confirmed means matched to a public authoritative registry. Claimed means the vendor or its listing states it, not yet cross-checked. A framework not shown was not found in any source we hold, which is not evidence against it. Not listed means a scoped registry check found no match for this vendor's domain: a No is a scoped registry check, not a compliance judgment. Confidence bands: 95% domain-verified, 90% registry-checked, 80% self-attested, 70% weak signal. Self-attested items marked “vendor's site” are gathered from the vendor's own website and are not verified by us.
Vendor
External enrichment · as of 2026-08-29
Sources
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