Use case · Enterprise · All Departments
Employee AI Workspace
This proposed application of BrainShift gives employees across departments a secure environment for everyday generative AI tasks. BrainShift Workspace, BrainShift Gateway, and Enterprise Knowledge combine document assistance, permission-aware answers, and governed model access. A low-complexity starting scope focuses on selected knowledge collections and employee assistance rather than transactional automation.
This page describes a proposed application of the BrainShift platform. It is not a description of a specific customer deployment.
Business challenge
Employees often search separate HR portals, shared folders, and departmental sites to answer routine questions. Similar policy documents may have different owners or revision dates, making it difficult to identify the current guidance and supporting evidence.
Public AI tools can offer convenient drafting support, but employees may lack clear rules for sensitive inputs, approved models, and verification. IT and department leaders need a common environment that respects access permissions without treating generated content as authoritative advice.
How BrainShift solves it
BrainShift Workspace provides a shared entry point for policy questions, document summaries, correspondence drafts, and meeting preparation. Enterprise Knowledge retrieves relevant material within the employee’s permissions, helping responses reference accessible sources rather than relying only on general model knowledge.
BrainShift Gateway governs model access, routing, and cost control under enterprise policy. Start with a curated document scope and defined user groups; validate answer quality and access boundaries before expanding. Employees retain responsibility for checking outputs, and consequential decisions remain with authorized reviewers.
How it works
Step-by-step workflow
- 01
1. Define the initial scope
Select routine tasks, such as policy lookup and internal drafting, and name departmental content owners.
- 02
2. Connect approved knowledge
Configure retrieval from selected repositories, preserving source permissions and identifying current, authoritative documents.
- 03
3. Establish access and model rules
Map employee groups to permitted resources and configure Gateway policies for approved models and usage.
- 04
4. Assist employees
Employees ask questions or request drafts in Workspace; relevant enterprise context supports the response where available.
- 05
5. Verify and review
Employees inspect references and revise drafts. HR, legal, or management reviewers approve high-impact uses before action.
- 06
6. Refine the service
Review feedback, unanswered questions, usage costs, and access tests to improve content coverage and workspace guidance.
BrainShift components
What each module does
BrainShift Workspace
Secure employee environment for work questions, summaries, and drafts.
BrainShift Gateway
Governed model routing, access policies, and cost control for employee requests.
Enterprise Knowledge
Permission-aware retrieval of relevant policies and departmental reference material.
Enterprise integrations
Systems it can connect to
Configurable integration options, confirmed during implementation.
- SharePoint: Configurable retrieval from approved policy and departmental sites.
- Microsoft 365: Potential source of authorized working documents and collaboration content.
- Document management systems: Configurable access to controlled procedures and published reference documents.
- Identity providers: Enterprise sign-in and group-based access mapping.
Data sources
- Published HR policies and employee handbooks
- IT support articles and security guidance
- Departmental procedures and operating manuals
- Approved templates and communications guidance
- Authorized project briefs and meeting notes
Business outcomes
Potential benefits
More direct policy lookup
Employees could reach relevant guidance without searching multiple repositories manually.
Better-grounded responses
Accessible source references could make answers easier to check and challenge.
Less repetitive drafting
Initial drafts could reduce blank-page work while preserving employee editing responsibility.
Clearer AI governance
Approved model access could reduce reliance on unmanaged employee AI tools.
Visible knowledge gaps
Unanswered questions could help content owners prioritize missing or outdated guidance.
Suggested KPIs
Security and deployment
Deployment can be scoped to sovereign, on-premises, or private-cloud requirements, with approved model routes and data boundaries. Configure SSO, role-based access, permission-aware retrieval, and audit trails. Define retention and logging rules for prompts and responses, and test that retrieval does not expose restricted content.
Human oversight
Employees should verify factual claims and references before reusing outputs. HR determinations, legal interpretations, financial commitments, and other high-impact actions require review and approval by authorized personnel. Missing or conflicting guidance should be referred to the responsible content owner, not treated as a resolved question.
FAQ
Frequently asked questions
“Which parental leave policy applies to my location?”
The workspace retrieves accessible guidance, references the relevant policy, and flags eligibility questions for HR confirmation.
“Summarize these project notes for my director.”
It prepares a concise summary of decisions, open issues, and stated owners for employee verification.
“Draft an announcement using our communications guidance.”
It uses accessible guidance to prepare a draft; the employee checks facts and obtains any required publication approval.
Can we begin with one department?
Yes. A proposed initial scope can limit users, repositories, and models before broader rollout.
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