Readiness
Assess data, process maturity, user roles and governance requirements.
Learn moreProducts
Custom AI Co-Pilots - Tailored Assistants for Your Organization
Domain-specific AI assistants designed around your data, workflows, policies and people.
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Choose the next step that matches your organization’s work.
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Product
What it is.
Custom co-pilots are domain-specific AI assistants designed around your data, policies, workflows and users. They help staff retrieve knowledge, draft outputs, complete routine tasks and escalate exceptions without introducing shadow IT.
Each product is designed as part of a larger governed AI ecosystem. That means deployment is not simply a software install; it includes information architecture, security review, adoption planning, governance rules and training.
Core capabilities
- Domain-specific knowledge retrieval
- Workflow automation and draft generation
- Role-based permissions
- Human escalation for sensitive tasks
- Deployment in web, chat, M365 or internal portals
Implementation model
From controlled pilot to durable capability.
We begin with a defined use case, connect approved sources, establish access and review rules, then measure outcomes before scaling. The goal is not only a successful pilot, but a repeatable operating model your team understands and trusts.
Pilot
Launch a controlled proof point with success measures and human review.
Learn moreEnablement
Train the people who will use, supervise and maintain the system.
Learn moreScale
Expand to additional workflows, teams and knowledge domains.
Learn moreProduct portfolio
Choose the layer that matches your need.
| Product | Primary role | Best fit |
|---|---|---|
| Marbles Cognitive OS | Governed agent orchestration, memory, auditability and controls. | Leaders, IT, governance and high-value workflow teams. |
| Custom AI Co-Pilots | Task-specific assistants for service, knowledge work and operations. | Teams with defined workflows and approved knowledge sources. |
| HPC Infrastructure | Controlled compute for sensitive or high-volume AI workloads. | IT, security, research and regulated environments. |
| Immersive Studio | Training media, simulations and adoption experiences. | Training, communications, education and change teams. |
FAQ
Common questions
Start with a focused workshop or briefing. We map the audience, risks, sources, systems, governance requirements and first pilot pathway.
Atkinson Film-Arts combines governed AI architecture with training, adoption media and story craft so people understand how to use the system responsibly.
Yes. English/French content, accessibility and public-sector readiness can be planned from the first phase.
Bring your goals, key workflows, high-risk moments, existing policies, source repositories and stakeholders who need to approve or use the system.
We usually produce a readiness summary, recommended pilot scope, risk controls, training plan and next-step proposal.
Applied examples
Explore related work and capabilities
See how this capability appears across teams, environments and deliverables.
Marbles Cognitive OS
The governed intelligence layer for scalable AI deployments.
Custom Co-Pilots
Domain-specific assistants embedded where work happens.
Sovereign Infrastructure
Secure compute for high-trust environments.
Studio & Training Media
Film craft, generative media and adoption design.
Next steps
Start with the right level of commitment.
Book an executive briefing, explore Marbles early access when appropriate, request an AI readiness assessment, or explore a guided pilot credit. Each pathway is designed for procurement-aware government, enterprise, healthcare, education buyers.
Watch the work
See governed AI before you buy it
Video is one of our strongest sales and adoption tools. We use executive explainers, product walkthroughs, scenario films, customer-ready demos and studio-grade training media to help teams understand what AI will do, what it will not do, and when people remain in control.
Marbles OS overview
A guided tour of policies, approved sources, identity access and audit trails.
Executive governance snapshot
A concise video briefing for leaders deciding where to start.
Education and upskilling
A warm, student-friendly preview of responsible AI in learning.
Studio simulation
Story-driven training media that makes AI adoption memorable.
Ready to build responsibly?
Build AI you can govern, explain and trust.
Let’s design a practical pathway from strategy to pilot, training and scale.