AI Workspace

One platform for all company AI. Secure, monitored, managed.

Your employees want AI. Your compliance team wants control. AIWorkspace gives both. A centrally managed, self-hosted AI platform where every query is monitored, every piece of sensitive data is filtered, every cost is tracked, and every action is logged. Your team gets the best AI models. You get full visibility.

100%
self-hosted. Your data never leaves your infrastructure. No third-party access.
DLP
built-in PII detection and redaction. Sensitive data is stripped before it reaches any model.
RBAC
per-team access controls. Define who can use which models, with what budget, for what purpose.
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real-time cost dashboards and alerts. Know exactly what you spend, per user, per team, per model.
The problem

Your company already uses AI. The question is: on whose terms?

Without a central platform, AI usage is fragmented, invisible, and risky.

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Shadow AI everywhere

Every department has people using ChatGPT, Copilot, Claude, Perplexity, and more. Each on their own subscription. IT has no visibility into what data goes where.

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Costs are invisible

The marketing team pays for ChatGPT Plus. Three developers have Copilot. Sales uses a different tool. Nobody knows the total spend, and nobody is optimizing it.

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Compliance is impossible

GDPR requires you to know where personal data goes. The AI Act requires documentation and risk classification. You can't comply with what you can't see.

What AIWorkspace gives you

Everything your team needs from AI, nothing your compliance team worries about

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Multi-model access

One interface, all major models. OpenAI, Anthropic, Azure OpenAI, Mistral, open-source models. Route queries to the best model for the task automatically, or let users choose.

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PII filtering (DLP)

Microsoft Presidio scans every query before it leaves your environment. Names, addresses, IBANs, phone numbers, ID numbers are detected and redacted automatically. Configurable per team.

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Per-team access controls

Define which teams get access to which models. Set monthly budgets per team or per user. Restrict specific capabilities (file upload, code execution) by role. Full RBAC integrated with your SSO.

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Real-time cost dashboards

See exactly what you spend on AI, broken down by user, team, model, and time period. Set budget alerts. Compare cost per query across models. Monthly reports generated automatically.

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Full audit logging

Every query and response is logged. Searchable, exportable, ready for compliance reviews. Retention policies configurable to match your requirements. AI Act and GDPR compliant.

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Self-hosted, your infrastructure

Deployed on your cloud (Azure, AWS, GCP) or on-premises via Infrastructure as Code. No data passes through third-party servers. You own the platform, we manage it.

Deployment process

From zero to managed AI platform in 6 steps

We handle the full deployment. Your IT team stays in control, but doesn't have to build it from scratch.

Step 1โ†—

Discovery & Design

We map your current AI usage, team needs, and infrastructure. Then design the workspace architecture.

โ†’AIShield audit results (or quick-scan if not done yet)
โ†’Team interviews: who needs what AI capabilities
โ†’Infrastructure assessment: cloud provider, network, SSO
โ†’Architecture design document for your approval
Step 2โ†—

Platform Deployment

Self-hosted AI platform deployed on your infrastructure via Infrastructure as Code.

โ†’LiteLLM proxy for multi-model routing
โ†’Chat interface for end users
โ†’API gateway for developer integrations
โ†’SSO integration (Azure AD, Okta, Google Workspace)
Step 3โ†—

Security & DLP Layer

PII detection and data protection configured and tested.

โ†’Microsoft Presidio deployment and configuration
โ†’Custom entity recognition for your domain (e.g. internal project codes)
โ†’Redaction rules per team and sensitivity level
โ†’DLP testing with sample data before go-live
Step 4โ†—

Cost Controls & FinOps

Budgets, alerts, and cost optimization rules configured.

โ†’Per-user and per-team budget limits
โ†’Model routing rules for cost optimization
โ†’Grafana dashboards for real-time spend tracking
โ†’Monthly automated cost reports
Step 5โ†—

Compliance & Logging

Audit trail and compliance reporting set up.

โ†’Query and response logging with configurable retention
โ†’AI Act compliance documentation templates
โ†’GDPR data processing records
โ†’Export capabilities for compliance reviews
Step 6โ†—

Rollout & Training

Phased rollout to teams with training and support.

โ†’Pilot group (IT/engineering) for initial testing
โ†’Phased rollout plan across departments
โ†’User training sessions and documentation
โ†’Feedback loop and iteration before full rollout
Available modules

Start with the core platform. Add modules as your needs grow.

AIWorkspace is modular. The core platform (chat, proxy, DLP, dashboards) is always included. These modules can be added at any time.

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Meeting Assistant

Records, transcribes, and summarizes meetings. Extracts action items and sends follow-ups automatically. Integrates with Google Meet, Teams, and Zoom.

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Internal Helpdesk AI

Answers employee questions from your internal documentation. Connects to Confluence, SharePoint, Google Drive. Respects access permissions. Reduces IT and HR ticket volume.

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Managed AI Agents

Personal AI agents with access to email, calendar, files, and company systems. Every action logged, every query filtered. Full details below.

Managed AI Agents

AI that does work, not just answers questions

Personal AI agents that connect to email, calendar, files, and company systems. Every action is logged, every query goes through AIWorkspace's security layer, and IT keeps full control. Your people get superpowers. You get peace of mind.

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Agent
Email Assistant

Manages your inbox so you focus on what matters.

What it does
โ†’Triages incoming email: flags urgent, categorizes the rest
โ†’Drafts context-aware replies based on previous threads
โ†’Summarizes long email chains into key decisions and action items
โ†’Detects and quarantines phishing attempts
โšกEmployees spend 45 min/day less on email. Zero company data leaves your infrastructure.
๐Ÿ“…
Agent
Meeting Coordinator

Prepares, records, and follows up on every meeting.

What it does
โ†’Auto-generates meeting briefs from relevant docs and past notes
โ†’Records and transcribes meetings in real-time
โ†’Extracts action items and assigns them to participants
โ†’Sends follow-up summaries and tracks completion
โšกNo more 'what did we decide?' Every meeting has a clear output within 5 minutes of ending.
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Agent
Onboarding Agent

Guides new hires through their first 90 days.

What it does
โ†’Answers questions about company policies, benefits, and procedures
โ†’Walks through required training and tracks completion
โ†’Connects new hires with the right people per topic
โ†’Collects feedback and flags issues to HR automatically
โšกNew employees reach productivity 2x faster. HR team saves 8+ hours per new hire.
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Agent
Knowledge Finder

Instant answers from your company's entire knowledge base.

What it does
โ†’Searches across Confluence, SharePoint, Google Drive, and internal wikis
โ†’Answers questions with source references, not hallucinations
โ†’Learns from feedback to improve answers over time
โ†’Respects access permissions: users only see what they're allowed to
โšกEmployees find answers in 30 seconds instead of 30 minutes. Knowledge stays inside the company.
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Agent
Sales Prep Agent

Researches prospects and prepares briefs before every call.

What it does
โ†’Pulls company info, recent news, and financial data automatically
โ†’Analyzes previous interactions from CRM history
โ†’Suggests talking points and potential objections
โ†’Generates personalized outreach drafts based on prospect profile
โšกSales reps walk into every meeting prepared. 30 min saved per prospect on manual research.
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Agent
DevOps Incident Agent

Monitors alerts, creates incidents, and suggests fixes.

What it does
โ†’Correlates alerts from Grafana, PagerDuty, and Slack
โ†’Creates structured incident reports automatically
โ†’Suggests root cause based on similar past incidents
โ†’Drafts post-mortem documentation after resolution
โšกMTTR reduced by 40%. On-call engineers get context instantly instead of digging through logs.
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Every agent runs through AIWorkspace. All actions are logged, PII is filtered, costs are tracked per user, and IT can revoke access or restrict capabilities at any time. No shadow AI. Full visibility, full control.

Built on proven open-source

No vendor lock-in. No proprietary black boxes.

AIWorkspace is built on battle-tested open-source components. You can inspect, modify, and migrate at any time. We add the management layer, monitoring, and enterprise-grade deployment.

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LiteLLM
Multi-provider AI proxy. Routes requests to OpenAI, Anthropic, Azure, Mistral, and open-source models through a single API. Handles cost tracking, rate limiting, and failover.
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Microsoft Presidio
Enterprise-grade PII detection and redaction engine. Identifies names, addresses, financial data, and custom entities. Configurable per team and sensitivity level.
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Grafana + OpenLLMetry
Observability stack for AI workloads. Real-time dashboards for cost, latency, token usage, and model performance. Alerting and anomaly detection included.
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Langfuse
LLM tracing and analytics platform. Tracks prompt chains, agent actions, and response quality. Enables debugging and optimization of AI workflows.
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Docker / Kubernetes
Containerized deployment for consistency and scalability. Works on any cloud provider or on-premises. Deployed and managed via Infrastructure as Code (Terraform, Helm).
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Your SSO provider
Native integration with Azure AD, Okta, Google Workspace, and other OIDC/SAML providers. Users log in with their existing company credentials. No separate accounts.
Why not just buy ChatGPT Enterprise?

AIWorkspace vs. vendor platforms

AIWorkspaceChatGPT EnterpriseMicrosoft Copilot
Self-hosted (data stays with you)โœ…โŒโŒ
Multi-model (OpenAI + Anthropic + open-source)โœ…โŒโŒ
Built-in PII filtering (DLP)โœ…โŒPartial
Per-user cost trackingโœ…โŒโŒ
Custom AI agentsโœ…LimitedLimited
No vendor lock-inโœ…โŒโŒ
AI Act compliance loggingโœ…PartialPartial
Integrates with existing SSOโœ…โœ…โœ…
Works with our other AIOps services

AIWorkspace is the core. Build more on top.

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Start with AIShield

Not sure what AI your organization uses today? Run an AIShield audit first. The findings feed directly into your AIWorkspace configuration: which tools to replace, which teams get access first, what DLP rules to set.

Learn about AIShield โ†’
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Extend with AIForge

Need more than chat and agents? AIForge builds custom AI solutions on top of the same infrastructure: RAG systems, automated test analysis, AI-powered CI/CD. All running through AIWorkspace's security layer.

Learn about AIForge โ†’
Frequently Asked Questions

Common questions about AIWorkspace

How long does deployment take?

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Which cloud providers do you support?

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Can employees still use ChatGPT directly?

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What AI models are available?

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How does pricing work?

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What about existing Copilot or ChatGPT Enterprise licenses?

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Can we manage it ourselves after deployment?

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Is there a minimum company size?

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Give your team AI. Keep your data safe.

Book a 30-minute call. We'll discuss your current AI situation, show you a demo of the platform, and outline what deployment would look like for your organization.

ยฉ 2026 QualityMinds, All rights reserved

ยฉ 2026 QualityMinds, All rights reserved

ยฉ 2026 QualityMinds, All rights reserved