Company-hosted models
Run suitable open-source or open-weight models within your company’s environment, subject to their licenses. Infrastructure and operation still have a cost.
Workspace supervised by Guardian AI
Your people.Your AI.Your control.
Bring approved AI models into one workspace, guided by a private Guardian that puts your company’s policies first.
For organizations ready to put AI to work.
People lead the work.AI supports the next step.
Your policies guide access.Clear boundaries for every request.
Know what AI costs.Visibility across people and tasks.
Tasks / Start with your intent
What needs
to get done?
Ask a question or choose a task. Your private Guardian helps assess the request, the data rules and the right model for the job.
A starting point / Sample request
“Turn these approved notes into a clear project proposal.”
Draft with AI, refine the document in Work Studio, and keep it with its conversation in Work Library.
Find the right model Have something else in mind? Start with your own prompt. Review the recommended route and estimated cost before work begins.
Meet the company-private Guardian
A host for your people.
A gatekeeper for your AI.
A private assistant, supported by enforceable policy controls, helps each person find the right route for their work.
Explore the sample decisions to see how the route changes with company policy.
Your workspaceRequest review
AYAyesha · Strategy team
Create a leadership briefing from this public report.
Market-outlook.pdf · Public sample
Guardian AIYour company’s private Guardian
Company policy permits an external model.
Compare permitted models for this task.
Recommended routeApproved premium model
Review the model, data to be sent and estimated cost before starting.
Explore a sample decision · Illustrative workflow, no file processed
Your company boundaryIn-house or dedicated private infrastructure
01 / YOUR PEOPLE
A task begins.
A question, a document or a new idea. One familiar place to start.
02 / YOUR GUARDIAN
Understand. Guide. Route.
Apply access rules. Recommend a model. Balance cost with the work required.
03 / PRIVATE WORK
Handle it here.
Use a company-hosted model when it fits the task and policy.
When policy permits and the task benefitsApproved external model APIs
Proposed architecture: permissions, policy rules and human review support the Guardian. Documents prohibited from all AI processing are blocked before model access.
Models / Choice with company control
The right AI.
For the work at hand.
Access company-approved models in one place. Let Guardian AI balance task fit, quality and cost, or make the choice yourself.
Company policy applies to both choices. A manual selection cannot override data restrictions.
Explore the choice / Illustrative example
Guided by your Guardian.
Guardian AI checks the task and company rules, then recommends a suitable model. You can make this your preferred way to work.
Routine discussion → Guardian AI
Keep suitable conversations with your company-private host. For specialist work, review an alternative route and its estimated cost.
Free-tier access
Use approved provider offers where available. Quotas, data terms and availability vary; free access does not mean a model is hosted inside your company.
Premium model APIs
Bring in specialist capabilities when they fit the task. Review estimated usage cost and permitted data sharing before sending work to an external provider.
Corporate training / Build capability
Prepare your people.
Put AI to work.
Practical programmes for leaders, managers, builders and employees—delivered for your company and shaped around responsible, useful adoption.
Studio / Library / Insights
Carry the work forward.
Keep people in charge.
Refine what AI helps create, find it again and understand what it costs. One connected workspace around your company’s Guardian.
Document / Data / Deck
Make it your own.
Build documents, work with data and shape presentations. Start from a branded template, with optional AI assistance where it helps.
- Branded pages, slides, tables and charts
- Human editing with contextual AI assistance
- Export to formats your team can use
STRATEGY / 2027A clearer direction.
A clearer direction.
A shared next step.
From the first thought to the finished page.
Your thinking, in your company’s brand.
begin with your people.
Your environment. Your choice.
Fit AI around
your company.
Choose where the workspace, documents and Guardian live. Set which services can connect beyond that boundary.
ScaleLab cloud
A ScaleLab-managed workspace, with hosting and operations arranged for your organization.
Your private cloud
A dedicated environment for your Guardian and documents, with controlled external model access.
Inside your company
Host the workspace and Guardian on company infrastructure. Enable approved external APIs when needed.
Use company-owned model API accounts, ScaleLab-managed accounts, or an agreed combination.
ScaleLab AI Workspace
Empower
your people.
Put AI to work.
Let’s start with your team’s real tasks, your data boundaries and a focused path to adoption.