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Vertex AI Notebooks
Enterprise-grade managed notebooks for end-to-end AI and data science workflows
About Vertex AI Notebooks
Vertex AI Notebooks is a fully managed, enterprise-grade notebook solution that provides data scientists and ML engineers with a seamless environment for the entire AI development lifecycle. Available as both Colab Enterprise and Vertex AI Workbench, it enables teams to explore data, prototype models, and deploy production-scale AI solutions within a unified platform. The solution eliminates infrastructure management overhead, allowing teams to focus on model development and experimentation. With built-in integration to Vertex AI's comprehensive ML platform, users gain access to AutoML, custom training, and deployment capabilities. AiDOOS enhances this offering through managed governance frameworks, optimized resource allocation, enterprise policy enforcement, and streamlined scaling across distributed teams. The platform supports collaborative development with real-time sharing, version control integration, and institutional access controls, making it ideal for large-scale AI initiatives requiring security, compliance, and operational excellence.
Challenges It Solves
- Data science teams struggle with scattered environments, hardware provisioning, and infrastructure management
- Collaborating on ML projects across teams creates version control and reproducibility challenges
- Moving prototypes to production requires significant re-engineering and integration effort
- Ensuring security, compliance, and governance across diverse AI workloads at enterprise scale
- Managing costs and resource utilization for compute-intensive ML workloads
Use Cases
Rapid Model Prototyping
Data scientists accelerate hypothesis testing and experimentation cycles by leveraging pre-configured environments with optimized libraries. Teams iterate faster without managing infrastructure.
Collaborative ML Research
Research teams across organizations collaborate in real-time on complex ML projects. Shared notebooks, version control, and institutional access controls enable seamless teamwork.
Production Model Deployment
Teams transition models from development to production environments using integrated Vertex AI training and deployment pipelines. Eliminates manual re-engineering and reduces deployment time.
Compliance-Driven Development
Enterprises leverage built-in security controls, audit logging, and governance features to develop AI solutions that meet regulatory requirements without additional tooling.
Large-Scale Data Exploration
Data engineers and analysts explore massive datasets with GPU-accelerated processing, parallel computing capabilities, and built-in BigQuery integration for efficient data pipeline development.
Pricing
Pricing available on request
Vertex AI Notebooks pricing is customized based on your team size, integrations, and requirements. AiDOOS will get you a scoped proposal — for free.
Key Features
Pre-configured notebooks with zero infrastructure setup
Deploy development environments in minutes, not hoursSeamless connection to AutoML, training, and deployment services
Move from development to production without platform switchingReal-time sharing, version control, and team workspace management
Enable multiple data scientists to work on projects simultaneouslyIAM integration, VPC isolation, and comprehensive audit logging
Meet SOC2 and ISO 27001 compliance requirements automaticallyChoose from CPU, GPU, and TPU acceleration with on-demand scaling
Right-size compute resources for any workload typeNative support for GitHub, GitLab, and other repositories
Maintain reproducibility and track all model iterationsReviews
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Enterprise Readiness
Integrations
8 total appsDirect data access and querying within notebooks for seamless data exploration and analysis
Train custom models without code using AutoML services directly from notebooks
Submit custom training jobs with distributed computing and hyperparameter tuning
Native version control integration for code management and collaboration
Seamless file storage and retrieval for datasets and model artifacts
Built-in visualization and monitoring of model training metrics
Track, version, and manage ML models throughout their lifecycle
Enterprise identity and access management for granular permissions
AiDOOS Managed Deployment
Deploy Vertex AI Notebooks in
AiDOOS handles setup, CRM integration, SSO config, and user provisioning. Your team goes live — not your IT department.
Prerequisites
Configuration Options
A Virtual Delivery Center for Vertex AI Notebooks
Pre-vetted experts and AI agents in the loop, assembled as a delivery pod. Pay in Delivery Units — universal pricing across roles, seniority, and tech stacks. No hiring, no contracting, no procurement cycle.
- Plans from $2,000 — Starter Pack, 10 Delivery Units, 90 days
- Refundable on unused Delivery Units, anytime — no questions asked
- Re-delivery guarantee on acceptance miss
- Pre-flight delivery sizing — you see the plan before you commit
How a Virtual Delivery Center delivers Vertex AI Notebooks
Outcome-based delivery via AiDOOS’s VDC model. Why VDC vs traditional consulting? →
Outcome-Based
Pay for results, not hours
Milestone-Driven
Clear deliverables at each phase
Expert Network
Access to certified specialists