Software Products

Built by Netezza Engineers, for Netezza Engineers

SMF and SDF are purpose-built software products that power our managed services. Now available for direct licensing, they bring the same automation and governance capabilities to your own team.

Smart Management Frameworks

Automate the Operational Complexity of Netezza

SMF is the automation layer that Netezza teams rely on to manage replication, access control, system health, and workload governance. Used internally by Smart Associates since 2003, now available as a licensed product.

Smart Database Replication

Reliable data movement across Netezza, PostgreSQL, and Oracle targets with full audit logging.

Smart Access Control

LDAP-connected user provisioning, role-based privilege management, and full audit trails.

Smart System Management

SuperTuning, SuperGovernance, and SuperCuration: proactive system health and data lifecycle management.

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SMF at a Glance
20+
Years in production at client sites
3
Core automation modules
3
Target platforms supported
Custom replication jobs supported
Netezza NPS PostgreSQL Oracle CP4D SMF Control Studio
SDF at a Glance
4
Data governance modules
100%
Metadata-driven approach
2
Target platforms supported
Data quality and lineage built in
Netezza NPS PostgreSQL Data Catalogue Ready
Smart Data Frameworks

Data Quality and Governance, Built for the Warehouse

SDF brings structured data quality, lineage tracking, and metadata management to Netezza and PostgreSQL environments. It turns your data warehouse from a black box into a governed, auditable asset.

Data Quality Manager

Define, schedule, and report on data quality rules across your warehouse tables and schemas.

Data Lineage Tracker

Trace data from source to target across transformation layers. Critical for regulatory compliance and troubleshooting.

Metadata & Data Dictionary

Searchable, structured catalogue of your tables, columns, relationships, and business definitions.

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Software Born From Real Engagements

SMF and SDF were not designed in a product lab. They emerged from years of working inside live Netezza environments and repeatedly solving the same operational problems by hand. At some point, writing it as reusable software was the obvious answer.

The products are still developed by the same engineers who use them in client environments every week. When a customer asks for a new capability, it often ends up in the product within weeks. There is no gap between the product team and the field.

About Smart Associates
We needed tools that understood the Netezza operational model — not generic database management software bolted on. So we built them. Twenty years later, they are still the best tools for the job.
Huw, Founder — Smart Associates

See SMF or SDF in Your Environment

We offer a guided walkthrough using your own schema. No generic demos. No lengthy procurement.

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