Many enterprises and institutions recognize the potential of generative AI to improve work productivity, but broad adoption within organizations remains challenging due to varying document formats, collaboration tools, shared sensitive information, and internal security policies. Successful AI adoption at the organizational level requires not only technology but also an operational environment and workflow that support AI integration.
Elice addresses these challenges with AI Helpy Chat, a B2B SaaS solution designed to help organizations safely adopt and scale generative AI across teams.
Why Elice Built AI Helpy Chat
Although the generative AI market is rapidly growing, most solutions are designed for individual users. When AI adoption begins at scale, organizations often face common concerns: they understand the potential of AI but struggle to spread it across teams, and a single AI model cannot cover diverse business scenarios effectively. oai_citation:3‡elice.io
AI Helpy Chat was developed to meet these needs. It allows users to select and use the latest AI models on a single platform, operate in alignment with internal security policies and business processes, and extend capabilities as required by each department. The solution is built to support AI Transformation (AX) in enterprises and institutions in a practical, scalable way.
Design Principles for Organizational AI Transformation
AI Helpy Chat is engineered as a practical AI solution for organization-wide deployment, with four guiding principles:
Support for All Document Formats Used by Organizations
The platform natively reads and understands various document types including HWP, PDF, Word, and PowerPoint. It supports drafting, summarization, and rewriting while retaining original content structure and format.
Support for Document-Based Collaboration Workflows
AI Helpy Chat reflects the style and structure of organizational documents such as official forms, proposals, and reports. From initial draft to summary and conversion, it supports full document workflows without losing collaborative context.
Enterprise-Level Security and Management
Built on infrastructure certified for enterprise use, AI Helpy Chat enables organizations to configure data access controls, retention policies, and role-based permissions. It can be deployed safely even in environments where external AI services are restricted.
Department-Specific Customization
Organizations can create tailored AI agents for different departments, enabling document creation, analysis, and productivity automation that conform to internal standards. Industry- or role-specific templates can also be standardized for repeat use.
Key Features of AI Helpy Chat
AI Helpy Chat automates everyday work by leveraging the documents organizations use daily. It can read and interpret HWP, PDF, Word, and PowerPoint files and perform tasks such as drafting, summarizing, and rewriting with contextual understanding. The agent-based design makes it easy to generate standardized documents for specific industries and roles, boosting both consistency and quality in collaborative workflows.
AI Helpy Chat also supports a selection of models such as GPT-5, Claude Sonnet 4.5, and GPT-OSS based on user needs. Users can combine models depending on purpose—ranging from image generation to advanced multi-tool agents like Helpy Pro. Existing in-house AI models used for security can be integrated as well.
Flexible Enterprise Billing and Management
AI Helpy Chat is offered with organization-level billing rather than per-user subscription. A contracted organization can issue individual accounts to members while managing token usage centrally. This allows predictable monthly cost planning and avoids per-user price increases that occur with conventional enterprise AI subscriptions.
Compared with services where fees rise with the number of users, AI Helpy Chat’s organization-level billing provides cost predictability regardless of team size.
Turning Workflows into Real AI Adoption
AI Helpy Chat is used by various companies and public institutions not only for generative AI education but also to automate document-centric tasks. For example, SPC Group leverages AI Helpy Chat for document automation training, and the public institution HUG uses it to support smooth onboarding by automating HWP and Excel document creation. These examples illustrate that the key is not merely adopting AI, but transforming organizational workflows with AI.
Elice believes that AI that understands workflows and operational contexts delivers greater value than technology alone. AI Helpy Chat continues to expand as an adaptable AI ecosystem optimized for organizational needs.