DataPunkt aOS
An Agentic Ecosystem that transforms your data platform from a static repository into a living, thinking organism.
The Datapunkt Intelligence Layer
Our platform orchestrates a diverse variety of specialized AI agents, and the Datapunkt Intelligence Layer provides a unified control center to manage and master all of them seamlessly.
It's an Agentic Ecosystem that transforms your data platform from a static repository into a living, thinking organism. We deploy specialized AI agents that collaborate to engineer, govern, and serve your data products automatically.
Key Benefits
Autonomous Orchestration
Specialized agents collaborate as a high-performance team to solve complex workflows.
Reinforcement Learning
Agents continuously learn, auto-correcting and self-optimizing with every interaction.
Contextual Memory
Agents retain full context and history, ensuring continuity even after interruptions.
Serverless SaaS
Zero-maintenance infrastructure. We manage the stack — you consume the service.
DataPunkt Coding
Accelerate development by automating the generation of complex data transformation logic. Move from business requirements to executable target-optimized code in minutes.
Native dbt & BigQuery — intelligent SQL optimization and modular architectures.
PySpark & Dataflow — large-scale processing with optimized templates.
def build_dim_customer(spark, raw_db):
df = spark.table(f"{raw_db}.raw_customers")
df_clean = df.selectExpr(
"CAST(cust_id AS INT) as customer_key",
"UPPER(TRIM(concat(fname, ' ', lname))) as full_name"
)
return df_cleanDataPunkt Mapping
Bridge business logic and physical execution. Synthesize declarative mapping contracts between source and target schemas while automatically embedding data quality gates.
Seamless Operationalization — clear audit trails for generation and approval.
Robust Transformations — standardize logic centrally, reducing technical debt.
DataPunkt Modeling
Transform data engineering from a bottleneck to a business accelerator by generating rigorous, industry-compliant target data models instantly.
Data Model
Datapunkt Skills
Skills are modular, dynamic capability packages that provide your AI agents with specialized reasoning, specific domain knowledge, and execution workflows.
Dynamic Addition — provision agents with new scripts and schemas without redeploying.
Self-Describing Logic — behavioral rules so the orchestrator knows when to apply them.
DataPunkt Metadata
Automate metadata harvesting across SQL, NoSQL, and Streaming sources to establish an immediate, definitive technical inventory.
Automate metadata harvesting across SQL, NoSQL, and streaming sources.
Lineage Agent visualizes end-to-end data flows from mapping contracts.
Initialize your ecosystem today.
Datapunkt standardizes, automates, and accelerates your data operations from end to end via pre-configured Agent Packs.
Data Knowledge Pack
The foundation for intelligent data discovery.
Get Knowledge Pack- Technical Metadata
- Context Business Metadata generation
- Smart Discoverability
- Ingestion modeling
- Curated Modeling (BIAN, ISA-95)
- Consumption Data Modeling
- Mapping Contract
- Transformation rules Operationalisation
- Generate transformation code
- Submit code for execution
- Real-time engineer support
- Full Data Lineage generation
- Synthetic Data Generation
Development Pack
Automated construction and real-time execution.
- Technical Metadata
- Context Business Metadata generation
- Smart Discoverability
- Ingestion modeling
- Curated Modeling (BIAN, ISA-95)
- Consumption Data Modeling
- Mapping Contract
- Transformation rules Operationalisation
- Generate transformation code
- Submit code for execution
- Real-time engineer support
- Full Data Lineage generation
- Synthetic Data Generation
Full Automation Pack
Total operational autonomy for the enterprise.
- Technical Metadata
- Context Business Metadata generation
- Smart Discoverability
- Ingestion modeling
- Curated Modeling (BIAN, ISA-95)
- Consumption Data Modeling
- Mapping Contract
- Transformation rules Operationalisation
- Generate transformation code
- Submit code for execution
- Real-time engineer support
- Full Data Lineage generation
- Synthetic Data Generation
- Logic check code generation
- Architect HLD & LLD
Our Agents
A new generation of AI agents, purpose-built for impact