Why Partners Choose Scalytics

Enterprises increasingly operate data across distributed systems, regions, and regulatory boundaries. Traditional ETL and data consolidation approaches cannot meet these requirements without high cost, duplicated effort, and rising security exposure. Scalytics addresses these challenges with a federated execution platform built by the founding team of Apache Wayang, now an Apache Top Level Project.

Partners choose Scalytics because it enables them to deliver modern data solutions that run across clouds, warehouses, operational databases, and edge environments without moving data or rebuilding pipelines. This creates new service opportunities while reducing implementation risk for their customers.

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Proven in Complex, Distributed Environments

Scalytics is used to solve real enterprise data problems:

unifying data across incompatible platforms
processing sensitive information within regional jurisdictions
enabling AI and analytics workloads without data movement
modernizing legacy ETL and integration stacks
reducing engineering overhead for large scale data operations

Our team has decades of experience in distributed systems, federated data processing, and enterprise architecture. Partners gain access to this expertise to deliver more predictable and scalable outcomes for their clients.

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Federated Execution and In Situ Data Processing

Scalytics provides a capability no traditional ETL or data integration tool offers. Data pipelines and AI workloads run directly where the data resides. The platform distributes execution across existing infrastructure using cost based optimization that considers runtime, hardware, and compliance constraints.

Key partner facing technical advantages:

pipelines are written once and executed anywhere without rewrites
no data consolidation or long distance transfers
in situ execution ensures compliance with sovereignty and privacy regulations
federated ETL reduces cost by eliminating duplicates and redundant workloads
scalable architecture supports large numbers of sources and dynamic pipelines
integrates with all major data systems without replacing them

These capabilities allow partners to modernize customer architectures without disruption.

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Built by the Original Creators of Apache Wayang

Scalytics is developed by the original creators of Apache Wayang, the cross platform data processing engine now recognized as an Apache Top Level Project. This background provides partners with:

a proven execution model validated by industry and academia
a unified abstraction layer for distributed data systems
advanced query optimization grounded in research
long term stability and architectural clarity

Customers and partners can rely on a platform designed by leaders in the field of federated computation and data engineering.

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A Framework Designed for Partner Success

Scalytics enables partners to deliver value with lower implementation risk and higher predictability. The program is built around:

Clear service opportunity
Partners can offer assessments, federated data architecture design, ETL modernization, AI readiness, and migration of legacy pipelines.

Commercial clarity
Transparent licensing, predictable margin structures, and co selling support.

Technical enablement
Access to solution engineering, implementation best practices, and architectural blueprints.

Integration flexibility
Scalytics fits within the customer’s existing data landscape and does not require replacing foundational platforms such as Snowflake, Databricks, MySQL, Hadoop, or cloud specific services.

Sovereignty and compliance assurance
Partners can confidently address regulated sectors because Scalytics processes data in place and maintains jurisdictional boundaries.

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Partner Value Proposition

With Scalytics, partners can:

accelerate customer projects by eliminating data movement
reduce the complexity of multi platform integration
deliver distributed AI and analytics projects without centralization
modernize ETL and data engineering practices with federated pipelines
offer differentiated services that competitors cannot replicate
position themselves as trusted advisors for next generation data architectures

Scalytics enables partners to move beyond traditional ETL tooling and provide a federated approach that aligns with the needs of modern enterprises.

About Scalytics

Scalytics builds on Apache Wayang, the cross-platform data processing framework created by our founding team and now an Apache Top-Level Project. Where traditional platforms require moving data to centralized infrastructure, Scalytics brings compute to your data—enabling AI and analytics across distributed sources without violating compliance boundaries.

‍Scalytics Federated provides federated data processing across Spark, Flink, PostgreSQL, and cloud-native engines through a single abstraction layer. Our cost-based optimizer selects the right engine for each operation, reducing processing time while eliminating vendor lock-in.

‍Scalytics Copilot extends this foundation with private AI deployment: running LLMs, RAG pipelines, and ML workloads entirely within your security perimeter. Data stays where it lives. Models train where data resides. No extraction, no exposure, no third-party API dependencies.

For organizations in healthcare, finance, and government, this architecture isn't optional, it's how you deploy AI while remaining compliant with HIPAA, GDPR, and DORA.Explore our open-source foundation: Scalytics Community Edition

‍Questions? Reach us on Slack or schedule a conversation.