Kore.ai has unveiled its new Agent Management Platform (AMP), a unified solution designed to streamline enterprise AI governance, monitoring, and control across multi-agent systems. The platform aims to address growing challenges like AI sprawl, lack of visibility, and fragmented AI deployments in large organizations.
Addressing AI Sprawl and Enterprise AI Challenges
As businesses accelerate adoption of AI agents, automation, and generative AI tools, many enterprises are facing “AI sprawl”—a situation where multiple AI systems operate across teams, clouds, and platforms without centralized oversight.
According to Gartner, enterprises could manage thousands of AI agents by 2028, making AI governance, compliance, and performance tracking essential for scalable and responsible AI deployment.
Unified Platform for AI Governance and Observability
The Kore.ai Agent Management Platform acts as a centralized control layer, enabling enterprises to:
- Monitor AI agent performance and behavior
- Enforce governance policies and compliance
- Track costs and ROI of AI initiatives
- Detect anomalies and model drift
- Measure business impact of AI deployments
This helps organizations transition from fragmented AI experiments to scalable, enterprise-grade AI systems. One of AMP’s key strengths is its compatibility with leading AI frameworks and ecosystems, including:
- LangGraph
- CrewAI
- AutoGen
- Google ADK
- AWS AgentCore
- Microsoft Foundry
- Salesforce Agentforce
This cross-platform integration allows enterprises to manage heterogeneous AI environments through a single unified dashboard, making it ideal for hybrid and multi-cloud strategies.
CEO Raj Koneru emphasized that responsible AI adoption depends not just on advanced models but also on visibility, governance, and measurable outcomes.
Advanced Evaluation Studio for AI Testing
AMP introduces a powerful evaluation studio that enables enterprises to test AI agents, workflows, and outcomes before deployment. This feature reduces risk, improves reliability, and accelerates time-to-market for AI-powered applications. With increasing focus on AI compliance, security, and transparency, AMP provides organizations with tools to maintain accountability and control over AI systems. Enterprises can ensure consistent governance policies while scaling AI across departments and use cases.
Prasanna Arikala, CTO of Kore.ai, highlighted that AI agents are becoming a “software workforce” within enterprises, requiring structured governance similar to traditional IT systems.
As organizations increasingly rely on AI agents, automation, and large language models (LLMs), platforms like AMP will play a critical role in ensuring secure, scalable, and efficient AI adoption. The launch of AMP positions Kore.ai as a key player in the enterprise AI platform space, where demand is growing for solutions that combine AI orchestration, governance, and observability.
Kore.ai’s Agent Management Platform is a significant step toward solving enterprise AI challenges by offering centralized governance, cross-platform integration, and real-time monitoring. It enables businesses to scale AI confidently while maintaining control, compliance, and performance—key pillars for the future of enterprise digital transformation.
