Zettabolt Technologies
ZettaBolt provides AI-enabled tools, cloud infrastructure, and specialized services in data science, machine learning, and generative AI. Its zettaAccel middleware accelerates graph analytics by offloading computations to CPUs, GPUs, or FPGAs, delivering 10-200x performance improvements for algorithms like PageRank and Louvain without requiring users to change their existing graph database setup.
- Artificial Intelligence
- Data & Analytics
- Enterprise Software
- Software Only
Funding
Founders
Founder details are not available yet.
Product
Problem
Enterprises running graph analytics on standard graph databases often face severe performance bottlenecks, with common algorithms like PageRank, Louvain, and Jaccard taking excessive time to execute. While accelerators such as GPUs and FPGAs offer dramatic speedups, integrating them with existing graph database tools is technically complex and requires significant engineering effort, limiting their practical adoption.
Solution
ZettaBolt provides a suite of AI-enabled tools and services, including zettaLens for visual analytics, zettaPower for data processing, and cloud infrastructure, alongside specialized expertise in data science, machine learning, and generative AI. The company's zettaAccel middleware plugs directly into existing graph processing tools like TigerGraph and automatically offloads runtime-heavy computations to appropriate accelerators—CPU, GPU, or FPGA—without requiring users to modify their setup. zettaAccel includes a library of SQL and graph operators with vector-processing optimizations, delivering over 10x speedups on CPUs and 100-200x improvements on multi-node multi-GPU clusters for common graph algorithms. The platform also supports Graph Neural Network (GNN) acceleration, enabling up to 60x performance gains with minimal configuration changes.
Target Audience
Primary customers are enterprises running graph databases and analytics workloads, including financial services companies (e.g., credit card fraud detection), as well as organizations needing AI/ML, data science, and high-performance computing services.
Features
- zettaAccel middleware that seamlessly integrates with graph processing tools and offloads computations to CPU, GPU, or FPGA accelerators without user setup changes
- Pre-built library of SQL and graph operators for PageRank, Louvain, Jaccard, and Cosine Similarity with 10x+ CPU speedups over modern graph DB tools
- Multi-node multi-GPU support delivering 100-200x performance improvements for graph algorithms
- GNN acceleration framework supporting single or multiple GPUs across servers with up to 60x performance gains
- Customizable algorithm implementations with bespoke changes and continued maintenance support
- zettaLens for visual analytics and zettaPower for data processing, complemented by cloud, GenAI, HPC, and Semicon & EDA services