Use Cases

What are the benefits of using an AI-powered knowledge management system for large enterprises?

The Knowledge Base Paradox
Organizations have heavily invested in knowledge bases such as Confluence, SharePoint, Notion, and others. While these platforms store vast amounts of critical data, they have become increasingly difficult to navigate. Employees struggle to find the most accurate and up-to-date information, leading to frustration, wasted time, and poor adoption. Despite the wealth of knowledge within these systems, users often bypass them entirely, relying on colleagues for answers instead. Yet, replacing these legacy systems is not an option due to the significant investment already made. The result? An underutilized knowledge base, siloed expertise, and an overloaded workforce.

An AI-powered Knowledge Management System (KMS) addresses these complex challenges by intelligently capturing, organizing, and surfacing information when and where it's needed. Unlike traditional systems that rely heavily on manual tagging and static repositories, AI-powered solutions can understand the context, learn from interactions, and deliver the most relevant and accurate information. This empowers employees to make faster, more informed decisions and spend more time on high-value work.

Large enterprises, in particular, face compounded knowledge management challenges. With thousands of employees, multiple departments, and a vast array of tools and documentation sources, retrieving the right information quickly becomes a daunting task. The diversity of data formats and siloed systems further exacerbates the problem. Traditional keyword-based search tools often produce overwhelming or irrelevant results, failing to grasp the nuance or intent behind queries.

How Unleash Addresses This Challenge
AI-powered systems like Unleash stand out in the market by solving these enterprise-specific pain points with precision. The unique value it offers is building a new enterprise data lake for each company. What does it mean?

The enterprise data lake

The first layer of the data lake is embedding and building a new knowledge index for the company. Unleash creates a unified knowledge index that is connected and constantly updated from more than 80 knowledge sources. That is optimized for RAG (retrieval augmented generation) to ensure both fast responses and efficient AI usage. The second layer is the prompt engineering layer, that uses the user’s question and optimizes it to a language that LLMs will better understand and provide an exact answer. The last part includes providing the answer with the resources it was generated from. This part involves both advanced AI capabilities for ranking the best resources as well as providing accurate results that fits the need of an enterprises. This robust mechanism, provides the innovation part, while ensuring security isn’t at risk and permission are enforced for all resources is the chhalenging part in which Unleash is a market leader. Security first, innovation second. The value for the companies is around four areas:

Key Features & Benefits:

  • Higher Accuracy in File Searches – Unleash uses semantic search to understand user intent rather than relying on simple keyword searches. Users can ask, “Where can I find the sales deck?” and receive relevant suggestions instead of guessing the exact keywords in the document name.

  • Interactive Conversations with AI Agents – Unleash provides a dedicated chat UI where users can interact with AI agents trained on company knowledge hubs, ask questions, and generate content based on existing company data.

  • Centralized Knowledge Access – Seamlessly integrates with multiple information sources, unifying organizational knowledge into a single, easily accessible platform.

  • Providing Innovation While Staying Secure – Enforces file permissions and enterprise-grade security, ensuring a trusted and secure environment by design.

What makes Unleash particularly powerful is its continuous learning loop. By analyzing user behavior, feedback, and interaction patterns, it refines its recommendations and search accuracy over time. This adaptability ensures that as an organization grows and evolves, Unleash becomes even more effective, aligning with the shifting knowledge landscape and user needs.

For enterprises, the value of Unleash is both strategic and operational. On a strategic level, it fosters a culture of knowledge sharing and collaboration, breaking down silos and encouraging transparency. On an operational level, it significantly reduces time spent searching for information, minimizes duplication of work, and lowers support costs by enabling self-service access to knowledge. It also enhances employee onboarding, as new hires can quickly access historical context and resources without relying solely on team members.

Unleash's scalable architecture and enterprise-grade integrations make it a future-proof solution for knowledge management. Its security model ensures that data access is compliant and role-specific, while its intuitive interface ensures high adoption across technical and non-technical teams.

Transform Your Knowledge System Today
Your organization has already invested heavily in knowledge management - now it’s time to make that investment work for you. Unleash AI enables effortless access to the information you need when you need it. Say goodbye to outdated searches and knowledge bottlenecks, and unlock the full potential of your enterprise knowledge with a solution designed for today’s fast-paced, AI-driven world.

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