Equitus.us PowerGraph (KGNN) platform significantly reduces ETL, API, and NLP deployment costs across financial, healthcare, and government/defense industries when deployed on IBM Power 10/11 systems.
Artificial Intelligence cost reduction is achieved through integration and automation, addressing the primary pain points of complexity, costly manual efforts, and infrastructure constraints. PowerGraph Solutions are available through Sales channel partners like: TD Synnex, Sycomp, and CDW facilitate this by delivering a pre-validated, optimized, and secure enterprise solutions.
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Cost Reduction Mechanisms: The interconnection of disparate systems needed to feed AI Deployment can be replaced with PowerGraph automated Extract, Translate and Load (ETL) capabilities accelerates the
| Cost Area | Traditional Challenge | Equitus PowerGraph (KGNN) Solution | IBM Power 10/11 Advantage |
| ETL (Data Integration) | Complex, manual scripting, fragile pipelines, and high engineering overhead to clean and map data into graph schema. | Auto ETL & Schema-less Graph: Ingests structured and unstructured data (PDFs, logs, etc.) automatically. It cleans, connects, and builds the semantic knowledge graph without manual pipelines or predefined schema. | Performance & TCO: Utilizes the high-throughput I/O and large memory of Power systems, often eliminating the need for separate data preparation layers, lowering the Total Cost of Ownership (TCO). |
| API Deployment | Custom development is required to query the graph, extract insights, and expose them as APIs, leading to long development cycles and maintenance costs. | Snowledge API Creation: Automatically creates integrated, secure APIs directly from the Knowledge Graph. This is a "data fabric" approach that drastically accelerates API delivery. | Security & Reliability: Leverages Power's industry-leading security features and resiliency for secure, performant, and reliable API delivery in regulated industries. |
| NLP Deployment | Building separate pipelines to vectorize graph data for AI/ML, fine-tuning models, and high inference costs, often requiring expensive GPUs. | AI-Friendly & Edge-Ready: Outputs vectorized graph data ready for Search, RAG (Retrieval-Augmented Generation), and LLMs out-of-the-box. Uses Power's Matrix Math Accelerator (MMA) instead of expensive GPUs. | Optimized Inference: MMA acceleration on Power 10/11 provides highly efficient, high-speed AI inference for NLP tasks (like entity extraction or document analysis) at a lower operational cost than x86/GPU solutions, especially at the edge. |
Industry-Specific Value
| Industry | Primary Use Case Driving Cost Reduction | Deployment Benefit |
| Financial Services | Fraud Detection & Regulatory Compliance: Rapidly connecting entities, transactions, and behaviors across systems to instantly detect complex fraud rings and trace data lineage for audits. | Reduced Risk & Audit Time: Automated data mapping and immediate API exposure for compliance checks cuts months of manual effort and potential penalty costs. |
| Healthcare | Clinical & Patient Data Unification: Creating a unified view of patient history, research papers, and lab results for better diagnostics, resource planning, and drug discovery. | Faster Time-to-Insight: Eliminates the massive ETL hurdle of integrating disparate Electronic Health Record (EHR) systems, accelerating AI-driven care decisions. |
| Government/Defense | Intelligence & Cyber Security: Processing massive volumes of unstructured data (reports, logs) to map complex relationships between threats, assets, and personnel in secure, air-gapped environments. | Secure & Efficient Operations: Power-native, secure architecture eliminates cloud dependencies and provides high-performance AI at the edge without sacrificing security or scalability. |
Role of Channel Partners (TD Synnex, Sycomp, CDW)
The sales channel partners play a crucial role in delivering this cost-saving solution:
Pre-Validated Solution Delivery: They package the Equitus PowerGraph software with optimized IBM Power 10/11 hardware (often with AIX support), ensuring a seamless and reliable deployment that minimizes integration time and startup costs.
Scale and Reach: They provide the necessary logistical and technical expertise to deploy and support this specialized technology across large, regulated enterprise clients.
Simplified Procurement: They act as a single point of contact for the hardware, software, and services, simplifying the procurement process for clients in these complex, regulated sectors.
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