Equitus's PowerGraph (KGNN), a Knowledge Graph Neural Network platform

 

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Equitus's PowerGraph (KGNN), a Knowledge Graph Neural Network platform, helps bridge the gap for IBM Power 10/11 users primarily by providing a Power-Native, AI-ready data foundation that addresses the challenges of fragmented enterprise data.

Equitus KGNN's capabilities are specifically tailored for the IBM Power ecosystem, offering a way for users on AIX, IBM i, and Linux on Power to modernize their data operations and leverage advanced AI. 

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PowerGraph: bridges the gap for enhanced IBM Ai Data Unification programs:

1. Unifying Fragmented and Legacy Data

• Automated Data Integration: KGNN is designed to automatically ingest, clean, and connect various data sources—structured, unstructured, real-time, and legacy data—without requiring complex, manual ETL (Extract, Transform, Load) pipelines.

• Contextualization and Correlation: It unifies these disparate datasets into a schema-less knowledge graph that automatically discovers and maps relationships (context) between entities, overcoming the challenges of siloed data that are common in large enterprises running on Power systems.

2. Enabling Advanced, On-Premise AI

• Power-Native Performance: Equitus KGNN is built to run natively on IBM Power10/11 servers, leveraging the hardware's capabilities, including the Matrix Math Assist (MMA) feature, for high-performance deep learning and graph analytics without relying on external GPUs or cloud dependencies.

• AI-Ready Foundation: The platform transforms raw data into a vectorized, semantically indexed foundation, making it instantly ready for modern AI applications like Retrieval-Augmented Generation (RAG) with Large Language Models (LLMs), BI, and machine learning pipelines.

• Security and Explainability: By keeping the data and AI processing on-premise, KGNN provides a secure, governed environment with full data provenance, which is crucial for organizations using IBM Power systems for mission-critical and regulated workloads.

3. Future-Proofing for Power11

• The tight integration with the IBM Power platform positions users to immediately leverage the performance and architectural advancements of both Power10 and the anticipated Power11, specifically by supporting the latest software and security features on the platform.

In essence, KGNN provides a way for Power users to take their existing, often siloed, enterprise data and quickly transform it into the unified, high-context data structure required to build accurate, traceable, and secure enterprise-grade AI solutions on the Power infrastructure they already own.

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Equitus.us PowerGraph (KGNN) can be a transformative bridge for IBM Power10/11 users looking to integrate AI for AIX and advance toward agentic AI systems, especially across finance, healthcare, and government/defense sectors. This approach enables these industries to leverage modern AI, including generative and agentic architectures, directly within their robust on-prem infrastructure, offering new levels of reliability, compliance, and contextual intelligence.equitus+4​

Unified AI-Ready Data for Enterprise

Equitus KGNN uniquely supports native deployment on IBM Power10/11 and AIX, providing a high-performance graph neural network database tailored for these environments. This means financial, healthcare, and government organizations can unify fragmented and legacy data sources into a semantic knowledge graph—creating richly contextualized, AI-ready data without risky migrations or cloud dependencies. This enables secure, on-prem implementation of Retrieval-Augmented Generation (RAG) and AI agent pipelines, with governance and traceability required in highly regulated sectors.equitus+4​

Bridge to Agentic AI Architectures

Deploying Equitus KGNN enables the construction of “semantic fabrics” that feed agentic AI pipelines—such as planning, monitoring, reporting, and automated decision systems—with complete data context, explainability, and real-time insights. Orchestration frameworks (compare CrewAI, LangGraph, OpenAI Swarm described in your image) can use PowerGraph as a knowledge and memory substrate, powering agent-based LLM applications for natural language processing, workflow automation, and multi-agent decision-making.einpresswire+4​

Sector-Specific Applications

• Finance: KGNN allows secure graph-based analytics for fraud detection, KYC, real-time risk monitoring, and compliance, with explainable agentic AI to automate regulatory filings, transaction anomaly detection, and portfolio optimization—all with strict auditability and on-premise data residency.equitus+1​

• Healthcare: Equitus KGNN powers clinical workflow automation, patient triage, imaging analysis, and research assistants—feeding agentic AI systems that streamline recordkeeping and enable autonomous bots while maintaining HIPAA/governance constraints.hblabgroup+1​

• Government/Defense: Enables mission-critical intelligence, cross-agency data fusion, real-time operational dashboards, and multi-level security compliance. Agentic AI on Power/AIX defends legacy investments while advancing toward autonomous analytics, threat detection, and decision support.equitus+1​

Enabling AI for AIX and Beyond

Unlike generic graph solutions, Equitus KGNN is optimized for Power/AIX with no planned downtime, highest security, and edge/mission-ready deployment, crucial for these sectors' needs. It acts as both the foundation and a bridge—letting existing AIX-based enterprise workflows incorporate cutting-edge agentic AI without disruption, and enabling future-proof, scalable deployments as needs evolve.ibm+4​

In summary, Equitus PowerGraph (KGNN) positions IBM Power10/11 clients to unify legacy and new data, move toward truly agentic AI architectures, and safely operationalize advanced analytics across finance, healthcare, and government/defense, with native support and governance for mission-critical environments.equitus+3​

1. https://www.equitus.ai/post/graph-databases-on-ibm-power11-a-real-guide-for-people-who-actually-build-things
2. https://www.equitus.ai/news/ibmk-showcases-equitus-kgnn-at-ibm-innovation-center
3. http://www.einpresswire.com/article/807801246/equitus-announces-strategic-technology-partnership-with-ibm-to-power-the-next-generation-of-ai-ready-data-integration
4. https://www.equitus.ai/company
5. https://www.ibm.com/power/resources/isv/power11
6. https://www.equitus.ai/ai-ready-data-for-government
7. https://www.truefoundry.com/blog/agentic-ai-in-enterprise
8. https://hblabgroup.com/agentic-ai-in-depth-report/
9. https://www.businessofgovernment.org/blog/accelerating-mission-outcomes-agentic-ai-practical-guide-federal-leaders
10. https://www.ibm.com/thought-leadership/institute-business-value/en-us/report/agentic-ai-operating-model
11. https://www.equitus.ai/ai-ready-data-for-commercial-enterprise
12. https://www.salesforce.com/news/stories/agentforce-for-healthcare-workforce/
13. https://ppl-ai-file-upload.s3.amazonaws.com/web/direct-files/attachments/images/10785551/6ff0b157-a70a-4fdb-ab3f-d409413363ae/image.jpg?AWSAccessKeyId=ASIA2F3EMEYE2NYBCOET&Signature=%2FJZae7OsSrgdnEzkBZKtnEWG%2FeY%3D&x-amz-security-token=IQoJb3JpZ2luX2VjEJT%2F%2F%2F%2F%2F%2F%2F%2F%2F%2FwEaCXVzLWVhc3QtMSJHMEUCIQCW0Jrhh3KMuTIy%2Fv%2F084eFYA1odtTzf5EdV9WW05gxIgIgTNKuhMJm7I55ZNI54c6wc7NQ8dXCwLEaHuxg1wgKl%2Fcq8QQITRABGgw2OTk3NTMzMDk3MDUiDGjCrCJRGbsBz5ko%2BirOBFJVOzKyuuodYD9g2tw7Bx5MS%2BbmL%2FQhrBseS0WKulnCehuKTPDl6p7SH5jCGXKkfyjtS5f9YRDEdrMilO6OfPdiS%2FrmhkADVQ2aD8MRdg46BbGvla5GGGfdGvNHgdccwOWGRkAfteoYxMl1RD1bxm3GM2qTSK4Qe4xry%2BKBIWMHNjOqwlwp5JMumXJ9KUxpeJI3KPmzWoewgfxArmq0k%2BYVJLT5oPEdXbNxh116tHDgeh84XgC6KLDkcWS4nRKrMIwJ9tJUuM7pxjAuIiAj8S%2BmgMoljJFstkU1xbb1D2PaAKOvsD%2Bksnw%2FSSQFybYNSOq5Ghrs3djhx6GvK%2F%2BwxTORieLGkXZsuq4Q3ToBljUGtl54pwEGXfyuEJsHMOG21ev4AHU9y643lSaWw5xhSZecb%2FzZvYdQ%2FzgeZrcowMxT%2FLq5yQhKN4uOWKejTVnQTCTQ6Om9GPPXpqvWAZNB3eNd%2F8pjy4RE4G1%2Fr0kKBUTCPMpvL%2FjFZDBv7mF831eQkMWmLEM2FWZpr5gENxEhnjOcD5C0ttR9TsEbRSvpdr4yEaDSRfAUK%2BqiVno8woeoae9oM%2FbJ0igwXMJ0ubdeCGXRmTqBX21hjK1iSbzlcRhQi%2B5pYeEFnuW6xcZJg7iohyS%2BuDR40CL5Xwplo5mIwz005lHfsO2lQ1D%2FrEBjq1%2FJGMdVEhqJ%2B14ePz3gNkLfbosqu3pUXp3fLrZZ6DjXGt7IcyoCS1bxxizcwiNCQ6LuOheQqhUwTv8pe30HMw0MDxRHvAqyUkU67wHE1205ML6P6scGOpoBdVmIgAPUrB%2BDaT29XbnhFcgbKhbKgs%2BGIczbgc9FNJjXyrOnJzOsWDndIEKfUDCCeNJo5e3VYJJx1cuT96dpioucFekKmqCjmCXr76XBJCnlMmauAfqLB0A7TUe839B%2FBlSR7ym9zOyQR6XDFVcqRj7f6cKo3huWTXNm8Xkv9ogWpUYqbHLR2cLaPwM9DEuKG5QBS2sDuLfzAg%3D%3D&Expires=1761252427
14. https://www.ibm.com/partnerplus/directory/company/9562
15. https://aixplain.com/blog/aixplain-agentic-os/
16. https://community.ibm.com/community/user/blogs/varun-jain/2025/09/30/agentic-ai-capabilities-in-app-connect-enterprise
17. https://www.ibm.com/think/insights/ai-healthcare-benefits
18. https://www.prnewswire.com/news-releases/ibm-power11-raises-the-bar-for-enterprise-it-302499311.html
19. https://www.youtube.com/watch?v=vV40eskqurA
20. https://www.prnewswire.com/news-releases/ibm-accelerates-enterprise-gen-ai-revolution-with-hybrid-capabilities-302446603.html
21. https://www.bcg.com/publications/2025/how-agentic-ai-is-transforming-enterprise-platforms