Salesforce is charging for customer service AI only when it resolves issues without human involvement. The pricing model is bold, but the harder problem is agreeing on what “resolved” actually means. ECI Research breaks down what IT leaders and developers need to evaluate before signing outcome-based AI contracts.
Salesforce Outcome-Based AI Pricing: What Enterprises Must Know Read More »
Sonatype CTO Brian Fox argues that AI coding tools have become more dangerous as they’ve gotten smarter—trading visible hallucinations for silent false negatives that leave vulnerable dependencies undetected. The fix requires grounding AI models in real-time dependency intelligence, not just scanning code after it’s written. ECI Research data confirms AI code governance is the top enterprise security investment priority heading into 2026.
AI Code Security: Why False Negatives Beat Hallucinations Read More »
Codenotary has launched AgentMon 3, an enterprise AI runtime security platform that replaces static allow-lists with adaptive behavioral policies. The platform monitors more than 5 million AI agent interactions daily and is now available on AWS Marketplace. ECI Research analyst commentary explains why behavioral runtime monitoring is becoming a baseline enterprise requirement.
Codenotary AgentMon 3: Adaptive AI Agent Runtime Security Read More »
FINOS and the Linux Foundation have announced the AI Fund, Project OSERA, and FDC3 3.0, targeting AI governance, supply chain remediation, and cross-industry interoperability in financial services. ECI Research examines what these coordinated moves mean for ITDMs and developers inside regulated institutions. The initiatives signal a shift from firm-level AI policy to mutualized, open governance infrastructure.
FINOS AI Fund and OSERA: Open Source AI Governance for FSI Read More »
Minimus is opening its entire catalog of near-zero CVE container images for free, with no registration required. ECI Research examines why the move targets the growing asymmetry between AI-accelerated vulnerability discovery and slow remediation, and what it means for enterprise DevSecOps strategy. Signed SBOMs and an agent-ready CLI make this more than a freemium play.
Minimus Opens Free Secure Container Image Catalog | ECI Research Read More »
Berlin-based Nomerra has raised $2 million to make private market operations AI-native, targeting the manual back-office work still running on emails, PDFs, and spreadsheets. The company’s vertical AI agents follow firm-specific procedures and deliver auditable outputs across fund accounting, treasury, and transfer agency. As private markets approach $30 trillion in AUM, the case for operational AI infrastructure has never been clearer.
Nomerra Raises $2M to Bring AI Agents to Private Markets Ops Read More »
Cequence Security has launched Platform 9.0, an AI-native API security release featuring an open MCP server, a built-in AI Assistant, and 250-plus pre-built compliance rules mapped to 25 global frameworks. The release positions Cequence as a composable security capability for agentic enterprise workflows, arriving as AI code governance tops enterprise security investment priorities. ECI Research data shows the compliance and agentic integration gaps this release directly targets.
Cequence Platform 9.0: AI-Native API Security for the Agentic Era Read More »
Couchbase has announced general availability of the AI Data Plane, a unified data infrastructure layer that gives enterprise AI agents persistent memory, real-time context retrieval, and governed data access from cloud to edge. The release collapses fragmented vector, caching, and document stores into a single operational platform. ECI Research analyst coverage examines what it means for IT decision-makers and the developers building production agentic systems.
Couchbase AI Data Plane: The Data Layer Agentic AI Needs Read More »
Arkose Labs has launched Agent Trust Manager, a product purpose-built to classify AI agent traffic into three distinct populations and enforce intent-based policy across web and API surfaces. The announcement exposes a structural gap in legacy bot detection that the bot-or-human binary can no longer address. ECI Research examines what this means for enterprise security teams and the fraud management market.
Arkose Agent Trust Manager: Classifying Agentic AI Threats Read More »
SurfaceGX launched a self-serve AI Visibility Repair Infrastructure platform that takes teams from crawlability findings to deployed fixes, without an agency in the loop. The platform generates schema markup, llms.txt entries, and GitHub pull requests directly from its diagnostic engine. This is the closed-loop workflow AI visibility monitoring has been missing.
SurfaceGX Brings AI Crawlability Repair to Self-Serve Read More »