AI Factory

Differentiate with AI, don't get stuck in deployment.

AI Factory is a managed backbone inside your AWS accounts. It gives every agent and model a secure, scalable baseline with 24×7 operations and real-time visibility. Your teams focus on building AI features that differentiate your business, while the Factory handles the plumbing, guardrails, and resilience.

Compliance First

Dozens of guard-rails for ISO 27001, CPS 230 and upcoming regulations, all version-controlled and maintained by base2’s R&D crew. Evidence exports give immediate audit coverage.

Data Protected at Source

The ingestion framework anonymises sensitive fields before anything reaches non-production. Private agents/models run under your engineers’ identities—no shared service accounts, no IP leakage.

Always Current, Predictable Cost

We apply platform patches, policy updates and new AI features around the clock. One monthly fee covers operations; overruns land on us, so the stack is engineered right the first time.

Choose Your AI Track

Start with the track that fits your team. Both AI tracks are built on our comprehensive framework of 10 essential AI guardrails that ensure data protection, compliance, and responsible AI deployment. These guardrails are enforced across all AI Factory services.

Agentic Ops Factory

For developers and CTOs rolling out persona-based agents. Standardises prompt libraries, enforces guard-rails, logs every interaction and flags misuse.

MLOps Factory

For data scientists who train and re-train custom models. Automates reproducible experiments, pipeline orchestration, continuous accuracy checks and drift alerts.

Learn About Our AI Guardrails

What You Get: Accelerate AI Value

Launch faster, avoid hiring AI specialists, and get audit coverage from day one. Predictable cost, scale features—not head-count.
AI Factory replaces fragmented sandboxes with a single, version-controlled environment shared by developers and data-scientists.

Business Benefits

Move Faster

Launch new agents and models quickly, without building or maintaining infrastructure.

Focus on Value

Free your team to focus on AI innovation, not platform plumbing or compliance paperwork.

Compliance & Audit

Compliance by design: evidence packs mapped to ISO 27001 (and other frameworks) from day one, with exports as required.

Technical Highlights

Version-Controlled Environment

All guard-rails, policies, and changes live in Git for full traceability and review.

Real-Time Dashboards

Monitor spend, performance, and compliance in real time.

Data-Ingestion Framework

Sensitive data is anonymised before reaching non-production; anomalies are flagged automatically.

Embedded Partnership, Not Just Support

Our AI and DevOps experts work side-by-side with your developers and technical leads, collaborating on architecture, security, and delivery. We handle the backbone, compliance, and platform complexity, so your team can focus on building, shipping, and innovating faster. No hand-offs, no silos. Just a true extension of your team.

Start Your AI Transformation

Trusted & Proven Expertise

AI Factory is built and operated by base2Services, with proven frameworks and continuous R&D that keep your platform current with the latest AI advances.

AWS Advanced Partner

Audited by AWS for DevOps Competency. Finalising AWS AI/ML Competency.

ISO 27001 & CPS 234

Independently audited and certified for security and compliance.

AI Factory FAQ

Frequently asked questions about our managed AI backbone and governance platform

What is AI Factory and how does it work?

AI Factory is a fully-managed backbone that drops straight into your cloud accounts, giving every AI project a secure baseline with built-in guard-rails, audit trails, and 24×7 monitoring. It eliminates the complexity of AI infrastructure and governance.

The platform includes two specialized tracks: Agentic Ops Factory for persona-driven agents and MLOps Factory for machine learning model lifecycle management.

Who is it for?

For founder-led SaaS/Product Companies and mid-market platforms moving from AI pilots to production who need compliance, accuracy and predictable operations.

What's the difference between Agentic Ops and MLOps Factory?

Agentic Ops Factory is for developers building persona-driven AI agents. It provides version-controlled prompt libraries, usage guard-rails, and comprehensive audit trails for agent interactions.

MLOps Factory is for data scientists training and deploying custom models. It automates reproducible experiments, pipeline orchestration, continuous accuracy checks, and drift monitoring.

How do you handle AI governance and compliance?

Our AI governance framework includes:

Automated compliance monitoring for AI regulations
Bias detection and fairness monitoring
Data lineage and model provenance tracking
Ethical AI guidelines and guardrails
Audit trails for all AI interactions
Privacy-preserving AI techniques

We ensure your AI initiatives meet regulatory requirements and ethical standards.

What infrastructure and tools do you provide for AI development?

Our AI infrastructure includes:

GPU and CPU compute resources with auto-scaling
Managed Jupyter notebooks and development environments
Model training and inference pipelines
Data storage and processing capabilities
Integration with major AI/ML frameworks
Automated model deployment and serving

We provide enterprise-grade infrastructure optimized for AI workloads.

How do you ensure AI model security and privacy?

AI security is built into our platform:

Model encryption and secure model serving
Data privacy protection with differential privacy
Secure model training environments
Access control and authentication for AI resources
Model versioning and secure model registry
Data minimisation and anonymisation

We protect your AI models and data throughout the entire lifecycle.

What monitoring and observability do you provide for AI systems?

Our AI monitoring includes:

Model performance and accuracy tracking
Data drift detection and alerting
Model explainability and interpretability
Resource utilization and cost monitoring
Real-time inference monitoring
Automated retraining triggers

We provide comprehensive visibility into your AI systems' health and performance.

How much does this service cost?

We offer predictable pricing with fixed monthly fees that cover all services included in your chosen plan. Unlike hourly billing models, you get complete transparency with no surprise costs.

Pricing is based on your specific requirements and infrastructure needs. Contact us for a custom quote that includes a comprehensive assessment of your current environment and business objectives.

What support is included?

All services include 24/7 global support across multiple time zones. Our expert teams are available via:

Slack integration for immediate access
Email support for detailed inquiries
Phone support for urgent issues
Dedicated account management

We provide proactive monitoring and alerting, so we often resolve issues before you're aware of them.

How quickly can you get started?

We can typically begin implementation within 1-2 weeks of engagement. Our proven methodologies and automated tooling allow us to:

Complete initial assessments quickly
Deploy infrastructure as code rapidly
Set up monitoring and security controls immediately
Begin optimization and cost management from day one

The exact timeline depends on your current environment complexity and specific requirements.

What certifications and compliance do you have?

We maintain rigorous certifications and compliance standards:

ISO 27001:2013 certified for information security management
CPS 234 compliant for financial services
AWS DevOps Competency Partner (audited by AWS)
AWS Advanced Consulting Partner
SOC 2 Type II compliance

All our services are built on these certified foundations, ensuring enterprise-grade security and compliance from day one.

How do you ensure data security and privacy?

Data security is built into every aspect of our services:

Encryption at rest and in transit
Identity-based access controls
Continuous security monitoring
Automated threat detection and response
Regular security assessments and penetration testing
Compliance with international data protection regulations

Your data remains yours—we never access or store sensitive information without explicit permission.

Can you work with our existing infrastructure?

Absolutely! We specialize in working with existing infrastructure and can:

Assess your current environment and identify optimization opportunities
Implement our services alongside existing systems
Migrate workloads gradually to minimize disruption
Integrate with your existing tools and processes
Provide training and knowledge transfer to your team

Our approach is collaborative and designed to enhance rather than replace your current investments.

Still have questions?

Our AI experts are ready to help you understand how our AI Factory can accelerate your AI initiatives

Accelerate your AI projects with a secure, managed backbone