New capability helps CIOs and CHROs identify and fix only the policy gaps that matter - enabling reliable AI colleagues across IT, HR, and Finance
NEW YORK, NY – 22 January 2026 — Leena AI, a leader in enterprise agentic AI for the back office, today announced the launch of its Knowledge Health Dashboard, a new capability designed to remove one of the biggest barriers preventing organizations from deploying agentic AI at scale: fragmented, outdated, and inconsistent enterprise knowledge.
As enterprises look to realize the promise of agentic AI across IT support, HR services, Finance, and Procurement, many CIOs and CHROs hesitate to move forward due to concerns about the quality of their policy documents and knowledge bases. Poorly maintained knowledge can lead to “automating the mess”, delivering inaccurate answers or triggering incorrect actions when AI agents rely on incomplete or conflicting information.
Leena AI’s Knowledge Health Dashboard addresses this challenge head-on by giving leaders clear, actionable insight into the specific knowledge conflicts that truly stand in the way of going live with AI colleagues, without requiring a massive, disruptive cleanup effort.
“Knowledge readiness is the hidden prerequisite for agentic AI,” said Adit Jain, Co-Founder and CEO at Leena AI. “Enterprises don’t need to fix everything - they need to fix the important things. Our Knowledge Health Dashboard pinpoints exactly what matters, so teams can prepare confidently and launch AI colleagues that employees can trust.”
A Practical Foundation for Agentic AI in the Back Office
The Knowledge Health Dashboard acts as a
prequel to every successful agentic AI deployment, helping organizations prepare their existing knowledge, often spread across multiple Knowledge Management solutions, thousands of documents, articles, and multiple systems for reliable AI-driven automation.
Key capabilities include:
- Stale knowledge analysis that highlights outdated or neglected documents requiring updates
- Identifying Conflicting Knowledge that can confuse agents
- Priority guidance that focuses teams on a manageable, time-bound set of fixes,rather than a full knowledge overhaul
- Reliability testing (“Smart Testing”) that simulates real employee questions across IT, HR, Finance, and Procurement to predict AI accuracy before go-live
- Post-launch monitoring that tracks how AI colleagues perform and surfaces opportunities to improve knowledge quality continuously
- Content simplification insights that flag overly complex articles and suggest ways to make them clearer for both employees and AI colleagues
The dashboard integrates out of the box with leading enterprise knowledge repositories, including SharePoint, Confluence, Google Drive, ServiceNow, Dropbox, and others, enabling rapid analysis with minimal setup.
Built for the Teams That Own Enterprise Knowledge
The Knowledge Health Dashboard is designed primarily for two key personas:
- IT administrators are responsible for system readiness and AI deployment
- HR, IT, and knowledge managers , often non-technical leaders who own the substance and accuracy of enterprise policies
About Leena AI
Leena AI is the company pioneering agentic AI Colleagues for the enterprise. Nearly every business today is aggressively pursuing agentic AI, yet most of these initiatives fail to deliver ROI. Leena AI introduces a new paradigm with its suite of voice-enabled, personified AI Colleagues, which employees can interact with just like a human coworker. These out-of-the-box AI Colleagues are pre-configured for critical back-office functions across IT, HR, finance, procurement, and more. Leena AI’s agentic AI architecture is designed to provide an end-to-end solution for enterprise-grade AI services. By combining a central orchestrator, specialized AI Colleagues, a knowledge base, and native integrations, organizations can automate complex processes across different domains while maintaining strict security, compliance, and ethical standards. The incorporation of a responsible AI framework ensures transparency, accountability, and continuous improvement — key factors for successful AI adoption in modern enterprises. Leena AI also provides an intuitive Studio experience where enterprises can customize pre-built AI Colleagues or design new Colleagues from scratch, without requiring extensive development cycles. Leena AI sits on top of existing systems of record, including ITSMs, HRIS, ERPs, and CRMs, empowering enterprises to achieve rapid time-to-value without replacing their current tools or workflows. Headquartered in New York and founded in 2018, Leena AI is backed by top-tier investors including Bessemer Venture Partners, Greycroft, and Y Combinator. Global Fortune 500 enterprises such as Assurant, Nestlé, Sony, and The Coca-Cola Company trust Leena AI to accelerate their Agentic AI transformation.
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