AI Agents

Omnigent: Databricks Open Sources an AI Agent Meta-Harness

Omnigent: Databricks Open Sources an AI Agent Meta-Harness

AI, Application Development, Cloud, DevOps, Machine Learning /

Databricks has released Omnigent, an open source meta-harness that sits above existing AI agent frameworks to enable composition, governance, and real-time collaboration across agents. The Apache 2.0 release targets a critical gap in enterprise agentic AI: each harness today is a silo with no shared control plane. ECI Research analysis examines what this means for IT decision-makers managing agent sprawl and developers building multi-harness workflows.

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Descope Agentic Identity Hub 2.5: Securing AI Agents at Scale

Descope Agentic Identity Hub 2.5: Securing AI Agents at Scale

Agentic AI, Application Development, Enterprise IT Strategy, Security /

Descope has released Agentic Identity Hub 2.5, adding granular access policies, autonomous agent support, and human-in-the-loop auth flows for MCP servers and AI agents. The update addresses a growing security gap as enterprises deploy agentic AI using identity patterns designed for humans. ECI Research analyst coverage examines the business risk, developer implications, and competitive landscape.

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The AI Agent Discoverability Gap: What B2B SaaS Brands Are Missing

The AI Agent Discoverability Gap: What B2B SaaS Brands Are Missing

AI, Application Development, DevOps, Enterprise IT Strategy /

SurfaceGX’s inaugural Agent Readiness Gap benchmark reveals that leading B2B SaaS brands have strong AI search foundations but zero primary-domain agent discoverability. None of the 26 brands studied have published machine-readable agent contracts at their primary domain, despite several already operating MCP servers. ECI Research analyzes what this means for enterprise buyers, developers, and competitive positioning.

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Keyfactor Trust Control Plane: Unified Machine Identity Management

Keyfactor Trust Control Plane: Unified Machine Identity Management

AI, Application Development, Compliance, Security /

Keyfactor has announced the Trust Control Plane, a unified operating model for machine identities and cryptographic infrastructure. The platform consolidates fragmented point tools into a continuous governance loop designed for AI-driven identity sprawl and post-quantum readiness. ECI Research analyst commentary examines what this means for ITDMs, security engineers, and enterprise AI deployments.

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LocalStack Blueprint Brings AI Agents to Local Cloud Testing

LocalStack Blueprint Brings AI Agents to Local Cloud Testing

AI, Application Development, Automation, Cloud, DevSecOps /

LocalStack has released a blueprint enabling AI agents to provision and test cloud applications inside a local container rather than against live cloud infrastructure. The move directly addresses the infrastructure friction created by agentic code generation at scale. ECI Research analyst commentary explains what this means for ITDMs managing cloud costs and developers building agentic CI/CD pipelines.

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Cyera Raises $600M at $12B: AI Data Governance Goes Mainstream

Cyera Raises $600M at $12B: AI Data Governance Goes Mainstream

AI, Application Development, Compliance, Security /

Cyera has closed a $600 million funding round at a $12 billion valuation, positioning its converged DSPM, DLP, and agentic security platform as the governance infrastructure enterprises need to deploy AI responsibly. The round reflects a structural gap: most organizations lack the visibility to distinguish human from AI agent activity inside their own systems. ECI Research analysis finds this market is set to expand rapidly as regulatory pressure and AI adoption converge.

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AI Agent Security: Why Behavior Beats Authentication | ECI Research

AI Agent Security: Why Behavior Beats Authentication | ECI Research

Agentic AI, AI, Application Development, Security /

Cequence Security is claiming the reference architecture position in AI agent security, pointing to independent convergence from Anthropic, Dr. Chase Cunningham, and the Center for Internet Security around runtime behavioral control over agents. ECI Research breaks down why authentication-first approaches are structurally inadequate for agentic AI, and what ITDMs and developers should do about it now. The MCP governance layer is emerging as the critical battleground for AI agent security investment through 2026.

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Sahara AI's Industrial Agent at Motherson: Agentic AI in Action

Sahara AI’s Industrial Agent at Motherson: Agentic AI in Action

Agentic AI, AI, Application Development, Enterprise Applications /

Sahara AI has delivered a production-ready Industrial Design Agent for Motherson Group, one of the world’s largest automotive component manufacturers. The system achieves 97% recall by combining multimodal 3D understanding with structured engineering knowledge retrieval, surfacing compliance recommendations inside live design workflows. The deployment signals where domain-specific agentic AI investment is heading across manufacturing and other regulated industries.

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AI Agent Identity Security: The $1M Risk Enterprises Can't Ignore

AI Agent Identity Security: The $1M Risk Enterprises Can’t Ignore

AI, Application Development, Authentication, Compliance, Enterprise IT Strategy /

A new Akeyless global survey of 400 IT and security leaders finds that two-thirds of organizations suspect AI agents have already accessed data beyond their intended scope. With a 14-hour average detection window and more than $1 million in annual incident costs, the report exposes a structural gap between how AI agents are provisioned and how enterprises govern them. ECI Research examines what this means for security strategy, developer practices, and the emerging AI agent identity market.

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NetFoundry Brings Zero Trust to AI Agents and LLM Gateways

NetFoundry Brings Zero Trust to AI Agents and LLM Gateways

AI, Application Development, Infrastructure, Security /

NetFoundry has launched enterprise MCP and LLM gateways that assign cryptographic identities to AI agents and endpoints, closing inbound ports and removing API key distribution from agentic deployments. The announcement addresses a critical security gap as multi-agent AI moves into production at enterprise scale. ECI Research analysis finds this positions NetFoundry at the intersection of zero-trust networking and AI governance, a category without a clear incumbent.

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