Enterprise Software

Couchbase AI Data Plane: The Data Layer Agentic AI Needs

Couchbase AI Data Plane: The Data Layer Agentic AI Needs

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.

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SurfaceGX Brings AI Crawlability Repair to Self-Serve

SurfaceGX Brings AI Crawlability Repair to Self-Serve

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.

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CData's New Dev Tools Tackle Enterprise AI Data Access

CData’s New Dev Tools Tackle Enterprise AI Data Access

CData Software has launched three developer-facing products designed to eliminate the governance bottleneck blocking enterprise AI projects at the data layer. Connect AI Developer Edition, the CData Python SDK, and CData CLI give developers SQL, Python, and command-line access to hundreds of enterprise systems, while preserving the audit trails and access controls IT requires. The move targets a structural problem in enterprise AI: developers need fast data access, and IT needs visibility over every interaction.

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How to Evaluate an AI Agent Platform for Enterprise CX in 2026

How to Evaluate an AI Agent Platform for Enterprise CX in 2026

Ushur’s 2026 AI Agent Buyers Guide argues that enterprise CX deployments succeed or fail on compliance architecture and journey-completion capability, not conversational quality. ECI Research analysts assess the guidance, the competitive landscape, and what ITDMs and developers should actually test before signing a contract. The market is consolidating, and the platforms with production credibility in regulated industries will win.

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HeyGen Tops G2 Summer 2026: What It Means for Enterprise AI Video

HeyGen Tops G2 Summer 2026: What It Means for Enterprise AI Video

HeyGen dominated G2’s Summer 2026 Reports with 281 badges and 23 category-leading rankings, including a 97 score in video translation against a competitor average of 62. ECI Research analyzes what the results mean for enterprise buyers evaluating AI video platforms for L&D, marketing, and global communications. The key question is whether HeyGen can convert peer-review dominance into durable enterprise adoption through governance, security, and integration capabilities.

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AWS Agentic AI Platform: Bedrock Agent Core, Q, and More

AWS Agentic AI Platform: Bedrock Agent Core, Q, and More

AWS announced a sweeping set of agentic AI capabilities at its New York event, including the general availability of Bedrock Agent Core Harness, a new managed knowledge graph service called AWS Context, and a Release Agent inside AWS DevOps Agent. ECI Research examines what the announcements mean for enterprise IT buyers and developers navigating the prototype-to-production gap.

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How Ramp Built Finance Agents on Browserbase | ECI Research

How Ramp Built Finance Agents on Browserbase | ECI Research

Ramp and Browserbase have published a detailed case study showing how browser-native agent infrastructure powers Ramp’s procurement and receipt automation at scale. ECI Research examines what this means for ITDMs evaluating agentic AI platforms and for developers building on credentialed browser execution infrastructure. The Agent Identity model, built on the Web Bot Auth open standard, represents a significant architectural bet on legitimate, verifiable agent access over disguise-based automation.

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Mediaset Italia Bets on Intelligent Scheduling | ECI Research

Mediaset Italia Bets on Intelligent Scheduling | ECI Research

Mediaset Italia has completed a scheduling platform upgrade with Mediagenix, centralizing linear workflow management across its channel portfolio. ECI Research examines what the shift from manual to intelligent scheduling means for European broadcasters and the vendors competing for this market. The deployment positions Mediaset for AI-assisted content optimization as the next phase of the content supply chain transformation.

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Broadcom Bets Big on Spring Ecosystem Security | ECI Research

Broadcom Bets Big on Spring Ecosystem Security | ECI Research

Broadcom has released the largest Spring security update in the framework’s history, introducing commercial-first CVE-only patches and a SLSA Level 3-validated Java supply chain. AI-accelerated threat discovery has broken traditional patching cycles, and Broadcom’s response sets a new benchmark for open source stewardship under commercial cover. ECI Research examines what this means for enterprise risk posture, developer workflows, and the competitive landscape.

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Modulate Velma API: Real-Time Voice Intelligence for Enterprise

Modulate Velma API: Real-Time Voice Intelligence for Enterprise

Modulate has launched the Velma Enterprise API publicly, giving developers access to real-time voice intelligence built on its Ensemble Listening Model architecture. The platform analyzes raw conversational audio for emotion, intent, behavioral risk, and compliance signals rather than relying on transcription. ECI Research sees AI agent oversight and compliance monitoring as the fastest-growing use cases for this emerging infrastructure category.

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