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The Three-Layer Model
Our architecture is built on three foundational components that work together to deliver intelligent, secure, and seamless experiences.
Brain
- AI-powered decision engine
- Real-time processing and learning
The Brain processes information, makes intelligent decisions, and continuously learns from interactions.
Truth
- Verified data sources
- Audit trails and compliance
Truth ensures data integrity, maintains compliance, and provides transparent audit trails for all operations.
Interface
- Intuitive user experience
- Multi-platform accessibility
The Interface delivers seamless interactions across all platforms, making complex systems simple to use.
- AI-powered decision engine
- Real-time processing and learning
The Brain processes information, makes intelligent decisions, and continuously learns from interactions.
- Verified data sources
- Audit trails and compliance
Truth ensures data integrity, maintains compliance, and provides transparent audit trails for all operations.
- Intuitive user experience
- Multi-platform accessibility
The Interface delivers seamless interactions across all platforms, making complex systems simple to use.
Brain
- AI-powered decision engine
- Real-time processing and learning
The Brain processes information, makes intelligent decisions, and continuously learns from interactions.
Truth
- Verified data sources
- Audit trails and compliance
Truth ensures data integrity, maintains compliance, and provides transparent audit trails for all operations.
Interface
- Intuitive user experience
- Multi-platform accessibility
The Interface delivers seamless interactions across all platforms, making complex systems simple to use.
Why it matters
This architecture ensures reliability, security, and scalability while maintaining an exceptional user experience.
What you'll receive
Comprehensive documentation and tools to ensure successful AI governance implementation
Discovery workshop report
Detailed findings from stakeholder interviews and current-state analysis
Grounding documentation
Knowledge base structure and retrieval-augmented generation setup guide
Identity & access policies
Role-based access controls and authentication framework for AI systems
Evaluation framework
Testing protocols and performance metrics for ongoing AI quality assurance
Escalation procedures
Incident response playbook and human-in-the-loop intervention protocols
Interface specifications
User experience guidelines and API integration documentation
Rollout roadmap
Phased deployment plan with training materials and change management support
How we deliver
Our proven delivery workflow integrates governance and training at every stage to ensure quality outcomes.
1
Discovery
We assess your needs, define objectives, and establish governance frameworks for the project.
2
Planning
Create detailed roadmaps, assign roles, and set up training protocols for team alignment.
3
Implementation
Execute the plan with continuous oversight, quality checks, and team training sessions.
4
Review
Validate deliverables against governance standards and gather stakeholder feedback.
Governance & Guardrails
Our AI systems operate within strict boundaries and oversight frameworks to ensure responsible, auditable, and ethical use.
We only use vetted, licensed, and ethically sourced datasets. All training data is documented, version-controlled, and subject to regular compliance audits.
Role-based access controls ensure that only authorized personnel can interact with sensitive AI systems. All access is logged and monitored in real-time.
Every AI decision, query, and output is logged with full traceability. Audit trails are retained for compliance and can be reviewed by authorized stakeholders.
High-stakes or uncertain decisions are automatically escalated to human reviewers. Our systems are designed to defer to human judgment when confidence thresholds are not met.
We conduct regular performance reviews, bias audits, and safety assessments. Models are retrained and updated based on evaluation findings and evolving best practices.
We prohibit AI use for harm, weaponization, coercive surveillance, or manipulation. Our ethical guidelines are non-negotiable and enforced at every level.
Key principles
Our governance framework ensures AI systems remain transparent, accountable, and aligned with human values.
Third-party audited
ISO 27001 certified
Regular compliance reviews
Ecosystem & integrations
Our platform integrates seamlessly with the tools and systems you already use, fitting naturally into your existing workflows.
Microsoft 365
Azure AD
Power BI
SharePoint
OneDrive
Teams
Integration names shown are illustrative. No partnerships or endorsements are implied.
Frequently asked questions
We implement enterprise-grade encryption, regular security audits, and comply with SOC 2 Type II standards. Your data is stored in secure, geographically distributed data centers with 24/7 monitoring.
Yes. Our platform supports multi-language content management and meets WCAG 2.1 AA accessibility standards, including screen reader compatibility, keyboard navigation, and high-contrast modes.
We offer cloud-hosted SaaS, private cloud, and on-premises deployment. Each option includes full technical support, automated backups, and seamless updates tailored to your infrastructure requirements.
Book a demo with our team to discuss your needs. We'll provide a tailored onboarding plan, technical setup assistance, and training for your team to ensure a smooth launch within 2-4 weeks.
Marbles is currently in development and planned for release in Q3 2026. Early access partners can join our beta program. Contact us to learn more about preview features and roadmap updates.
Still need help? Our team is here to assist you.
Get in touch
Share your project details and we'll connect you with the right team member within one business day.
Source-grounded
Traceable to verified sources
Policy-bound
Governed by clear policies
Identity-scoped
Access tied to verified identity
Auditable
Full activity logs maintained
HITL escalation
Human oversight when needed
Accessible + bilingual-ready
Inclusive by design
Built for trust, adoption, and real services
Our platform combines rigorous governance with practical accessibility, ensuring every interaction is grounded in verified sources and bound by clear policies.
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Source-grounded
All responses anchored to verified documentation
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Policy-bound
Governed by clear, enforceable rules
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Identity-scoped
Access controlled by verified credentials
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Auditable
Full transparency and traceability
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Human-in-the-loop
Critical decisions require human oversight
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Accessible
WCAG 2.1 AA compliant interfaces
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Bilingual-ready
English and French language support
Key outcomes
Outcome title
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Outcome title
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Studio synergy
Integrated production capabilities and collaborative workflows that deliver exceptional results.
- End-to-end production services
- Expert creative teams
- Advanced technical infrastructure
- Proven delivery track record
Verification pathway
Establish trust through verified credentials and institutional validation processes.
Compliance pathway
Maintain regulatory alignment through documented governance frameworks and audit trails.
Documentation pathway
Access comprehensive resources and technical specifications for implementation guidance.
Ready to get started?
Join thousands of organizations who trust our platform for secure, compliant operations.