The Sovereign AI Platform for Data Lifecycle and Operational Resilience
Intelligence at Scale. Efficiency by Design.
Deploy enterprise-grade AI on any infrastructure with a unified platform that slashes infrastructure costs and automates operational reliability for enterprise environments.
AI Workbench is a cloud-agnostic platform designed for data scientists and engineers to build, govern and deploy scalable AI pipelines.
AI Workbench provides a developer-first environment for data discovery, MLOps and AIOps. It solves the problem of fragmented data by automating the end-to-end AI lifecycle for both telco and enterprise sectors.
Empowering the next generation of autonomous and data-driven industrial operations.
Public Sector
Modernize citizen services and compliance with Sovereign AI deployments that normalize agency data for secure, governed document intelligence.
Health Care
Accelerate clinical and operational workflows using model-agnostic AI to normalize patient data while maintaining strict PHI governance.
Banking
Deliver a 360-degree view of risk and customer value by normalizing siloed financial data on a CPU-optimized, highly-governed platform.
Manufacturing
Unify plant-floor, supply chain, and ERP data to enable predictive maintenance and throughput optimization across all your production sites.
Mines & Ports
Drive autonomous safety and logistics efficiency with on-prem/edge AI that normalizes OT and telemetry data for real-time operational control.
Retail
Transform fragmented POS and loyalty data into personalized customer experiences using cost-effective, CPU-based inference at scale.
The Problem
Telco providers and large enterprises are hindered by siloed data, expensive GPU-dependent AI infrastructure and reactive troubleshooting that wastes 90% of operational time.
The Solution
AI Workbench normalizes fragmented data into a unified platform. By optimizing language models to run on CPUs, we remove GPU reliance, while our AIOps module enables autonomous self-healing for critical network and business systems.
Platform Features & Key Advantages
Reduce time to derive value from enterprise data from Months to days
Unified AI Platform
A single environment bridging data engineering and analytics to deploy models across any cloud or on-prem infrastructure for telco and enterprise.
Data Governance
End-to-end management of data quality and compliance, ensuring models are built on a foundation of trusted, normalized information.
Model Lifecycle Management
Streamline AI pipelines from concept to production with comprehensive MLOps, reducing time-to-market for telco and enterprise business logic.
Secure Ops
Intelligence observability and predictive detection that resolve issues autonomously, reducing P1 incidents to zero.
20–30% Reduction in Critical Incidents
CPU-optimized architecture slashes critical incidents by 20–30% versus GPU-dependent systems.
Real-World Results & Proven ROI
90%
Cost Reduction
CPU-optimized architecture slashes compute overhead by 90% versus GPU-dependent systems.
Zero
Critical (P1) Incidents
Field-proven resilience reducing P1 system failures from 27 per month to zero.
$1.5M
Monthly Recurring Value
Driving high-impact ROI through optimized operational efficiency and customer intelligence.
Pre-trained on
10M+
Subscriber Data
Battle-tested AI models pre-trained on massive datasets for enterprise-grade accuracy from day one.
AI Workbench Technical Specifications
Model Catalog
Model Lifecycle Management
Cross-Team Collaboration
Pipeline Monitoring & Alerts
AI Studio
Train
Prototype
Validate
Model Registry & Versioning
ML Frameworks
Libraries
Re-training
ML Deployment & Inferencing
Serialization
Model Serving
CI/CD for ML
Model Performance Monitoring
Data/Model Drift
Model Accuracy
Model Version Comparison
FAQs
How does Rakuten AI Workbench work?
Rakuten AI Workbench integrates seamlessly into your existing data and log systems, creating a normalized AI layer. Utilizing a CPU-optimized language model to process observability data, it rapidly identifies root causes and triggers autonomous self-healing actions. This completely eliminates the need for human intervention during recurring system incidents across telco networks and enterprise IT.
How does Rakuten AI Workbench compare to public cloud AI tools?
Unlike standard public cloud tools that lock organizations into a single provider and require costly GPU clusters, Rakuten AI Workbench delivers a cloud-agnostic, developer-first platform. Because it is optimized to run natively on CPUs, it provides enterprise-grade performance across telco and enterprise workloads while slashing infrastructure costs by 90%.
How does Rakuten AI Workbench compare to open-source AIOps solutions?
While open-source AIOps solutions require significant manual integration, Rakuten AI Workbench delivers a turnkey, enterprise-grade platform with built-in Data Governance and Model Lifecycle Management. As a field-proven, generally available solution, it provides predictive detection and out-of-the-box autonomous self-healing for telco and enterprise environments.
How do I set up Rakuten AI Workbench?
Rakuten AI Workbench adapts to any infrastructure strategy, deploying natively on premises, in private clouds, or across public clouds. With dedicated enterprise integration support, existing databases and log systems connect smoothly, initiating data discovery and pipeline development while fully preserving existing security and governance frameworks.
Does Rakuten AI Workbench support pricing for different enterprise scales?
Yes, Rakuten AI Workbench supports flexible pricing models tailored to your enterprise or telco scale. Because our platform is optimized for CPU-based inference rather than expensive GPU clusters, we offer a cost-effective pricing structure that scales with your data usage and operational needs, ensuring you only pay for the value you generate.
Latest news and updates
Be a part of the change. Explore and discover our valuable resources
This website uses cookies to enhance user experience and to analyse performance and traffic on our website. We also share information about your use of our site with our social media, advertising, and analytics partners. Please see our “Privacy Policy” for more information.
.svg)
.svg)
.svg)
.svg)
.svg)
.svg)
.webp)
.svg)
.svg)
.svg)
