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AI Agent Capabilities & Impact Matrix
Analyze specialized agent capabilities within the Datapunkt Intelligence Layer.
| Agents | Capabilities | Impact 24/7 | Users |
|---|---|---|---|
|
Catalog
Agent |
Data Generation |
✓
Minutes instead of Years for Technical & Business Metadata consistency
✓
700$ instead of 150k$ for useless legacy tech-debt catalog solutions |
|
|
Data
Lineage |
Lineages Relationships data was transformed |
✓
Minutes instead of Months for gathering lineage information
✓
Full clarity on data lineage across full pipeline even if processing by different engines |
|
|
Modeling
Agent |
Data Model Modeling Modeling |
✓
Minutes instead of Quarters for Modeling per each user case
✓
Generate Industrial expertise models with DDLs and full TDD in minutes |
|
|
Mapping
Agent |
& Target Schema is transformed Mapping Contract |
✓
Minutes instead of Quarters for Mapping and transformation rules
✓
Full clarity instead of Data Mess on how data is transformed and who approved logic |
|
|
Synthetic Data
Generation |
to PRD data on Dev Data for AI training Data for Apps & Systems |
✓
Minutes instead of Months for generation Synthetic data for Data engineering and AI training
✓
Full Development on Dev env but not on Production with prod data |
|
|
Transformation
Agent |
Transformation Code Technology platform |
✓
Minutes instead of years for code development for data transformation
✓
Minutes instead of hundreds FTEs in offshore development |
|
|
Data Quality
Agent |
Rules for Code Life Cycle |
✓
Minutes instead of Months for generation DQ rules and code to evaluate correctness
✓
Avoid UAT test checking the logic, avoid high-cost ineffective DQ solutions |
|
|
Data
Architect |
Arch & Use case on Data Mgmt Terraform Foundation |
✓
Minutes instead of Months for preparation HLD, LLD, Solution Architecture
✓
Avoid high cost staff expenses to produce right architecture |
|
|
Data Product
Agent |
product place integration Discovery |
✓
Minutes instead of Months for preparation TDD for the Data products
✓
Avoid poor and incorrect information in you TDD for the each Data Product |
|
|
Engineering
Support Agent |
Transformation Job Transformation Job Sharing Support |
✓
Minutes instead of days for deployment Code
✓
Minutes instead of days for Issue Debugging and no lack of expertise |
|
