Application Development

The Enterprise AI Governance Gap Is a Data Problem First

The Enterprise AI Governance Gap Is a Data Problem First

AI, AI Governance, Application Development, Data Management /

Most enterprises are running AI on ungoverned data foundations, and the gap between ambition and operational reality is widening. Quest Software’s Global Field CTO Sue Lane joins ECI Research’s Paul Nashawaty to explain why data quality, semantic layers, and portable governance frameworks determine whether AI investments deliver in production. The governance gap isn’t a maturity problem waiting to close — it’s an active risk posture demanding immediate structural attention.

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Equinix Q2 2026: AI Infrastructure Demand Drives Record Results

AI Infrastructure Demand Drives Record Results

Application Development, Cloud, CloudOps, Data Management, Networking /

Equinix delivered record Q2 2026 results, with 16% revenue growth and a 53% adjusted EBITDA margin, fueled by AI infrastructure demand and record interconnection adds. The company raised full-year guidance and extended its long-term outlook through 2029. New AI factory partnerships and a network-level data sovereignty product signal where Equinix is competing next.

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Digital Media Provenance: Why C2PA Matters Beyond AI Fakes

Why C2PA Matters Beyond AI Fakes

Application Development, DevSecOps, Software Development /

A Utah judge’s rejection of unverified surveillance footage exposed a structural gap in digital media provenance that predates AI by decades. DigiCert is advancing C2PA, an open standard that cryptographically signs every edit in a media file’s history. ECI Research analysis explains why this matters for ITDMs and developers building media pipelines.

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6G Alliance Signals Enterprises Must Rethink Connectivity Strategy Now

6G Alliance Signals Enterprises Must Rethink Connectivity Strategy Now

Application Development, Network Security, Networking /

The U.S. government’s 6G alliance makes connectivity a matter of national strategic interest. For enterprises, the implication is immediate: fragmented carrier relationships, geopolitical network risk, and hybrid infrastructure demand a resilient, multi-carrier connectivity strategy now, not after 6G deploys. Globalgig’s Ernest Cunningham argues the window to build that foundation is open today.

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Cequence Brings Agentic AI Governance Across MCP, API, and LLM

Cequence Brings Agentic AI Governance Across MCP, API, and LLM

Agentic AI, AI Governance, Application Development, Application Security, DevSecOps, Security /

Cequence Security has released AI Discovery, API Registry, LLM Registry, and Skill Registry for AI Gateway, alongside upgraded Agent Personas that bind an AI agent’s tools, model, and APIs to a single policy-enforced job description. The approach, which Cequence calls Agentic Zero Trust, is the first to govern MCP, LLM, and API surfaces under a unified agent-bound identity. This research note examines the architectural logic, the competitive stakes, and what it means for enterprise security and development teams.

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AI Feature Adoption Gap: Half of Vertical Software Operators Are Missing the Mark

AI Feature Adoption Gap: Half of Vertical Software Operators Are Missing the Mark

AI, Application Development, Machine Learning /

Banyan Software’s inaugural AI benchmark report finds that 51% of vertical software operators see fewer than one in four customers using the AI they built. The gap between shipping AI and driving customer adoption is the defining competitive variable in vertical software. ECI Research data on engineering time and observability investment adds context to why this problem persists.

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Starburst SEIP: A Governed Data Foundation for Enterprise AI

Starburst SEIP is a Governed Data Foundation for Enterprise AI

Agentic AI, Application Development, Data Management /

Starburst has outlined a four-pillar Enterprise Intelligence Platform designed to deliver federated data access, governed semantics, and agentic AI interfaces without requiring data migration. The strategy positions Starburst against hyperscalers by targeting the governed semantic layer as its primary moat. ECI Research analysts examine what the announcement means for enterprise AI readiness and competitive dynamics in the data platform market.

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Government AI Translation: The Civic Engagement Gap Cities Are Missing

Government AI Translation: The Civic Engagement Gap Cities Are Missing

AI, Application Development, Digital Transformation, Machine Learning /

New York City’s AI agency deployments optimize internal workflows but leave real-time language access for millions of non-English-speaking residents unaddressed. Wordly’s live AI translation platform targets exactly this gap, with implications for how governments measure the true ROI of public-sector AI. ECI Research data shows internal developer tooling dominates AI investment priorities, leaving constituent-facing infrastructure behind.

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Crogl's Sovereign AI SOC Agent: Free, On-Prem, No Strings

Crogl’s Sovereign AI SOC Agent

AI/ML, Application Development, Application Security, DevSecOps /

Crogl has released its Enterprise AI SOC Agent as a free download, deployable in minutes within a customer’s own environment including air-gapped networks. The platform automates alert investigation and threat hunting without moving data outside the customer’s perimeter. ECI Research data on constrained engineering capacity and AI-generated security risk helps explain why this architecture is hitting the market at the right moment.

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