AI

IREN Acquires Mirantis: Completing the AI Cloud Stack

IREN Acquires Mirantis: Completing the AI Cloud Stack

AI, Application Development, Cloud-Native, DevSecOps, Infrastructure, Kubernetes /

IREN has completed its acquisition of Mirantis, adding the k0rdent AI orchestration platform to its owned data centers and compute infrastructure. The deal represents a deliberate vertical integration play targeting enterprise AI Cloud buyers. ECI Research data shows AI-enabled development tools are the top investment priority for enterprises in 2026, validating the market IREN is now positioned to serve.

IREN Acquires Mirantis: Completing the AI Cloud Stack Read More »

ServiceNow Autonomous Security: AI-Native Cyber Defense Analyzed

ServiceNow Autonomous Security: AI-Native Cyber Defense Analyzed

AI, Application Development, Automation, Cyber Security, Enterprise Software /

ServiceNow announced Autonomous Security, a six-solution AI-native security portfolio integrating Armis and Veza capabilities into its AI Control Tower. The platform targets the 70-tool fragmentation problem with autonomous remediation, identity governance for AI agents, and continuous compliance monitoring. ECI Research examines what it means for ITDMs and security architects.

ServiceNow Autonomous Security: AI-Native Cyber Defense Analyzed Read More »

Maximor's Autonomous Finance Platform: Beyond Task Automation

Maximor’s Autonomous Finance Platform: Beyond Task Automation

AI, Application Development, Automation, Enterprise Software, FinOps /

Maximor has expanded its AI-native platform to run the full office of the CFO autonomously, claiming 98% of transactions complete without human intervention. Nine months after its $9M seed round, the company reports 35x revenue growth and case studies showing dramatic headcount reductions in finance operations. ECI Research examines whether the autonomous finance category is real and what it means for ITDMs and engineering teams alike.

Maximor’s Autonomous Finance Platform: Beyond Task Automation Read More »

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.

The Enterprise AI Governance Gap Is a Data Problem First Read More »

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.

Cequence Brings Agentic AI Governance Across MCP, API, and LLM Read More »

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.

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

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.

Starburst SEIP is a Governed Data Foundation for Enterprise AI Read More »

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.

Government AI Translation: The Civic Engagement Gap Cities Are Missing Read More »

Codenotary Uses Claude AI to Secure immudb Development

Codenotary Uses Claude AI to Secure immudb Development

AI, Application Development, DevOps, DevSecOps, Open Source, Programming, Software Development /

Codenotary has been accepted into Anthropic’s Claude for OSS program, deploying AI assistance to accelerate development of immudb, its open source immutable database. The company is using Claude to detect subtle bugs, analyze concurrency issues, and generate regression tests, while maintaining mandatory human review of all code changes. The move positions Codenotary to ship faster at a moment when enterprise demand for software supply chain security infrastructure is near peak.

Codenotary Uses Claude AI to Secure immudb Development Read More »