Who’s Managing AI Usage in Your Organization?

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Artificial intelligence has entered the workplace. Employees use it to draft emails, summarize documents, analyze spreadsheets, research prospects, prepare reports, and solve everyday problems. In many organizations, however, this happens through personal accounts and disconnected applications that management cannot see or control.

That creates “shadow AI,” the use of artificial intelligence without proper approval or oversight.

Microsoft reports that only 47% of organizations surveyed were implementing specific generative AI security controls, while 29% of employees had used unsanctioned AI agents for work. Netskope has also reported widespread use of personal, unmanaged AI applications.

Blocking AI entirely is rarely realistic. Employees recognize its value and will continue looking for ways to use it. A better approach is to provide an approved platform that makes AI useful while giving the organization appropriate security, visibility, and control.

That is why CDML partnered with Goodweek.

AI That Understands Your Organization

Goodweek is an AI management platform that provides access to leading models from OpenAI, Anthropic, Google, Mistral, and others through one centrally managed interface. Different models may perform better at writing, analysis, research, coding, or other tasks. Instead of employees creating separate accounts and choosing tools without guidance, Goodweek gives them approved access to multiple models in one place.

A public chatbot does not automatically understand your procedures, services, terminology, or preferred communication style. Goodweek addresses this through dedicated AI Spaces. Each Space can be configured for a department, project, or business function with relevant knowledge, instructions, permissions, and preconfigured Actions. For example, an organization could create:

• An HR Space that answers questions using the employee handbook
• A sales Space that summarizes calls and prepares follow-up messages
• A finance Space that analyzes expenses and helps prepare reports
• A marketing Space that follows the organization’s brand voice
• An operations Space that references procedures and creates task lists

Actions provide prepared AI tools for recurring jobs. Instead of writing a complex prompt, a user selects an Action designed for a specific purpose, tone, and output. This improves consistency and makes AI accessible to nontechnical employees.

Safely Connect AI to the Tools You Already Use

AI becomes more valuable when it can work with current organizational information. Goodweek offers

read-and-write integrations with platforms including Microsoft Teams, Outlook, SharePoint, OneDrive, Google Workspace, QuickBooks, HubSpot, Salesforce, Zoom, and Asana.

For Microsoft 365 and Google Workspace, platform authorizations can be locked down and managed centrally by administrators. Employees do not need to connect their company accounts independently to every large language model supported by Goodweek. They work inside the approved Goodweek environment while administrators control which platforms, information, and capabilities are available. This centralized approach can:

• Reduce direct connections between company data and multiple AI providers.
• Limit uncontrolled application authorizations and credential sprawl.
• Apply permissions consistently across employees and departments.
• Simplify access changes when employees join, change roles, or leave.
• Provide multiple AI models without separate integrations for each one.

Goodweek also provides administrative visibility into users, Spaces, model access, permissions, usage, and billing. Audit trails help management understand how the platform is being used.

According to Goodweek’s security documentation, its controls include isolated customer environments, AES-256 encryption at rest, TLS 1.2 or higher in transit, role-based access, MFA support, and agreements preventing AI providers from retaining submitted data or using it for model training. Goodweek reports completing a SOC 2 Type I audit, with Type II in progress, and supports GDPR-compliant data processing.

These controls support governance, but no platform automatically makes an organization compliant. Administrators should follow least-privilege principles and give AI only the access required for an approved purpose. Sensitive or regulated information requires appropriate policies, contractual review, employee training, and human oversight.

Why CDML Chose Goodweek

At CDML, we generally do not recommend general-use technology that we would not feel comfortable using ourselves. Specialized, customer-specific applications may be exceptions, but the security, productivity, and communications solutions we offer are typically products we have evaluated and trust internally.

Goodweek meets that standard. CDML is an authorized Goodweek partner, and our team uses the platform. This gives us practical experience with its capabilities and the planning required to use AI responsibly.

How CDML Can Help

Successful AI adoption begins with a business need, not a license. CDML can help your organization:

• Identify practical AI use cases
• Develop an acceptable-use and governance policy
• Configure users, permissions, Spaces, Actions, and knowledge sources
• Connect approved business applications
• Train employees to use AI safely and effectively
• Review adoption, security, and value over time

Final Thoughts

Your employees may already be using AI. The important question is whether they are using it through personal, disconnected accounts or within a platform your organization can manage. Goodweek offers a practical path between prohibiting AI and allowing uncontrolled experimentation. It gives employees useful AI choices while helping management introduce structure, visibility, and security.

Contact CDML Computer Services to discuss a Goodweek demonstration and a responsible AI adoption plan for your organization, or call 718-393-5343.

Stay safe. Stay informed. Stay compliant.

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