Pattern-Based Predictive AI Systems across Multidimensional Event Data
A New Paradigm of Predictive AI Infrastructure that's Faster and Smarter
Introducing the
Platform
TM
PREDICTIVE AI IS YOUR NEW SUPERPOWER
SARAHAI IS OUR PREDICTIVE AI PLATFORM TO PARTNER WITH
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The chart above demonstrates the substantial performance advantage of SARAHAI-INFERENCE, which can analyze up to 24 simultaneous Pattern-of-Life (PoL) video streams, compared to only 4 streams using traditional inference methods. This highlights SARAHAI's scalability and efficiency in real-time surveillance, edge analytics, and multimodal inference pipelines.
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​The chart shows the performance boost of SARAHAI-STORAGE for AI clusters, delivering 200,000 IOPS, which is 4x the performance of traditional storage solutions (50,000 IOPS). This enables significantly faster data ingestion, training set access, and model checkpointing, reducing I/O bottlenecks across high-performance AI pipelines.
The chart above compares the time required to complete various data science tasks using SARAHAI-LLM versus typical methods. It clearly illustrates how SARAHAI-LLM significantly accelerates workflows—reducing multi-hour tasks to nearly one or two hours, demonstrating its value in streamlining end-to-end data science operations.
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This chart showcases the superior responsiveness of SARAHAI-FACILITY for smart building automation, achieving an average response latency of just 100 milliseconds, compared to 800 milliseconds with traditional systems. This rapid response enables real-time optimization of HVAC, lighting, security, and occupancy management—dramatically improving energy efficiency and occupant experience.
* Test Results based upon simulated data. Results may vary.
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This chart illustrates the data throughput advantage of SARAHAI-NETWORK, which achieves 400 Gbps for NCCL or RCCL AI cluster traffic—four times the bandwidth of traditional networking methods operating at 100 Gbps. This substantial gain in throughput enables faster model training, reduced latency, and more efficient synchronization across distributed AI workloads
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This chart highlights the exceptional scalability of SARAHAI-IOT, which can process 1,000,000 MQTT messages per second—10x the throughput of traditional IoT handling methods. This makes it ideal for large-scale deployments across utilities, smart cities, and industrial environments requiring high-frequency sensor ingestion and real-time Pattern-of-Life analysis.
AI NEEDS A NEW ARCHITECTURE
White Paper
SARAHAI-INFERENCE Enhanced Awareness Spectrum using YOLO powered video surveillance with the predictive analytics capabilities of Pattern of Life Analysis for a class-leading physical security and operations tempo platform. Optimized for 24 simultaneous streams of AI Inference at once!
40-YEAR-OLD TECH ARCHITECTURE DEVELOPED FOR ENTERPRISE APPLICATIONS IS NOT GOING TO CUT IT FOR AI
Harnessing the advanced kernel density estimation algorithms supercharges machine learning models to identify subtle patterns at massive scales, accelerating breakthroughs in High Performance Computing (HPC) and Artificial Intelligence (AI). By capturing real-time behavioral data and refining it through these powerful algorithms, organizations can unlock deeper insights, enhance predictive capabilities, and drive a new era of intelligent, data-driven innovation. Give your enterprise the edge.
SARAHAI-LLM Combines on-premise private AI models such as Llama, Gemma, or Mistral and adds the predictive analytics capabilities of Pattern of Life Analysis for a potent data-science platform.
SARAHAI-LLM By integrating Large Language Models (LLMs) with advanced Pattern of Life Analysis (PoLA) and Kernel Density Estimation (KDE), SARAHAI-LLM delivers unparalleled insight into human-centric data patterns, fueling precise predictive analytics and real-time decision-making. This robust synthesis amplifies machine learning capabilities in High Performance Computing and Artificial Intelligence domains, fostering innovative breakthroughs and unlocking new frontiers of intelligent automation.
PREDICTIVE AI-BASED ARCHITECTURE AND APPLICATIONS IS THE KEY
SARAHAI-LEBS (Law Enforcement & Border Security) is a modern, integrated platform designed to safeguard national borders, enhance public safety, and facilitate intelligence sharing across multiple agencies. It combines diverse data sources—cell phone logs, video evidence, vehicle license plates, and more—into a unified environment that can detect suspicious or anomalous behavior using advanced pattern-of-life analytics.
LET PREDICTIVE AI MAKE LIFE BETTER
COMING SOON: SARAHAI-ENERGY PREDICTIVE AI UTILITY AGENTIC ENERGY TRADING
