Secure AI and ML Services

AI and ML services help organizations apply artificial intelligence and machine learning to business knowledge, workflows, and approved data. They may include private language-model deployment, internal knowledge assistants, natural-language business-data questions, ERP integration, role-based access, and analysis tools. AI-ABW focuses on controlled business AI that keeps company information within infrastructure the customer controls.

Private AI runs within infrastructure controlled by the customer, such as on-premises systems, air-gapped environments, or private networks. Internal documents, approved business data, and model interactions do not need to be sent to public AI services. This approach supports organizations that need stronger control over confidential, proprietary, regulated, or operational information.

AI-ABW can integrate with approved ERP and SQL Server-based business-system data through controlled connections. Authorized employees can ask natural-language questions about selected information and receive answers, summaries, or analysis. The integration can be designed around approved data subsets and read-only access. The system reports on your data; it does not change records in your source systems.

An internal AI knowledge assistant can use approved company documents, procedures, software documentation, and other internal sources to answer employee questions. Assistants can be configured for a department or employee group, helping users find relevant information while keeping knowledge access governed by the organization’s chosen permissions and approved content.

AI-ABW’s private AI approach is designed to keep company data, knowledge bases, documents, and model interactions within customer-controlled infrastructure. Private deployment avoids sending approved internal information to public AI services or the cloud when the selected environment is on-premises, air-gapped, or private-network based. Configuration depends on the organization’s infrastructure and requirements.

Role-based AI knowledge access can limit different employee groups to the documents, procedures, and approved business data relevant to their responsibilities. This helps organizations govern what users can search or analyze while maintaining a useful internal AI experience. Access rules should be defined around the company’s existing roles, permissions, and information policies.

AI-ABW supports private, read-only analysis over approved business data. Authorized users can ask questions and receive summaries or analysis without giving the AI permission to update the underlying ERP, SQL Server, or other business system. This design helps organizations explore business information while keeping operational data and system changes under existing controls.

Private AI services can support manufacturers, distributors, professional services firms, healthcare organizations, insurance organizations, defense contractors, telecommunications operations, engineering groups, and businesses managing confidential information. Available capabilities vary by the organization’s approved knowledge sources, business systems, infrastructure, and access requirements. AI-ABW can help evaluate a suitable private deployment approach.