Enterprise IT Strategy

AI Data Readiness Gap: What the 2026 EDM Benchmark Reveals

AI Data Readiness Gap: What the 2026 EDM Benchmark Reveals

The EDM Association’s 2026 Global Data Management Benchmark Report finds that only ~31% of organizations have advanced data strategy capability, even as AI investment accelerates. The result is a widening gap between AI ambition and the data foundations required to deliver measurable results. ECI Research analysis unpacks what this means for IT decision-makers, developers, and the competitive landscape.

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AVIAN Raises $2.6M for Industrial AI Thermal Monitoring

AVIAN Raises $2.6M for Industrial AI Thermal Monitoring

Zurich-based AVIAN has closed a $2.6M pre-seed round to scale its industrial AI thermal monitoring platform across fire-prone sectors. After two profitable bootstrapped years and 50-plus live deployments, the company is targeting expansion into oil and gas, chemical processing, and maritime. Its deeper play is repositioning real-time thermal telemetry as insurance risk infrastructure.

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Federated AI Flood Warning Goes Live in Texas | ECI Research

Federated AI Flood Warning Goes Live in Texas | ECI Research

Axonis and Simplicity Integration have deployed an AI-powered flood warning system in Galveston County, Texas, using a federated architecture that runs decision intelligence directly at the data source. ECI Research examines the technical and business implications for enterprise critical infrastructure AI. The deployment represents a working production model for policy-governed, edge-native AI in life-safety environments.

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PDQ Connect MSP Features: Multitenancy, Patching & Integrations

PDQ Connect MSP Features: Multitenancy, Patching & Integrations

PDQ has launched MSP-focused capabilities in PDQ Connect, including multitenant architecture, reusable deployment packages, and integrations with Freshworks, Jira, and Zapier. The update targets the margin and security challenges MSPs face when managing endpoints across multiple client environments at scale. This analysis examines the business case, competitive positioning, and what’s still missing.

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Open Source in Government: Small Agencies, Big Problems | ECI Research

Open Source in Government: Small Agencies, Big Problems | ECI Research

A firsthand account from a North Dakota county IT director exposes the structural forces keeping small government agencies dependent on proprietary vendors. ECI Research examines what it will take for open source to become a viable alternative, and what developers and vendors need to change to make that possible.

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Google I/O 2026: Gemini Omni and the Rise of World Modeling

Google I/O 2026: Gemini Omni and the Rise of World Modeling

At Google I/O 2026, Google unveiled Gemini Omni and eighth-generation TPUs, signaling a shift from text-based AI to native multi-modal world modeling. The announcement combines frontier model capabilities with aggressive token pricing designed to reshape enterprise AI economics. ECI Research analyzes what this means for IT decision-makers and developers evaluating long-term AI platform commitments.

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ServiceNow Knowledge 2026: The Case for an AI Control Tower

ServiceNow Knowledge 2026: The Case for an AI Control Tower

ServiceNow’s Knowledge 2026 conference unveiled Action Fabric, Otto, and a sweeping AI Control Tower strategy aimed at solving the governance gap in enterprise agentic AI. With 25,000 attendees and NVIDIA CEO Jensen Huang endorsing the platform as the “operating system of enterprise AI agents,” the company is making a direct play for the orchestration layer that sits above and governs all AI models and workflows. ECI Research examines what this means for IT decision-makers and developers evaluating agentic AI infrastructure.

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Dell AI Factory 2026: On-Premises Agentic AI at Enterprise Scale

Dell Technologies World 2026: On-Premises Agentic AI at Enterprise Scale

Dell Technologies announced a broad expansion of the Dell AI Factory with NVIDIA at Dell Technologies World 2026, centering on local agentic AI infrastructure, AI-ready data platforms, and a deepening partner ecosystem. ECI Research finds the economic case for on-premises inference is compelling, but execution across hardware, software, and governance tooling will determine whether Dell can convert this announcement into durable enterprise adoption. The key question for ITDMs and developers isn’t whether to engage with on-premises agentic AI, but how to sequence it against existing cloud dependencies.

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Cisco Q3 FY26: AI Infrastructure Demand Drives Record Revenue

Cisco Q3 FY26: AI Infrastructure Demand Drives Record Revenue

Cisco reported record quarterly revenue of $15.8 billion in Q3 FY2026, driven by surging AI infrastructure demand and enterprise network modernization. Product orders jumped 35% year-over-year, with networking orders accelerating more than 50%. ECI Research analysts examine what Cisco’s results mean for enterprise IT strategy, security architecture, and developer platform decisions.

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SIOS and Vaske Partner on Enterprise HA/DR for Oracle Environments

SIOS and Vaske Partner on Enterprise HA/DR for Oracle Environments

SIOS Technology and Vaske have formed a reseller partnership to bring HA and DR solutions to Oracle-centric enterprise environments across the United States. The deal pairs SIOS LifeKeeper and DataKeeper with Vaske’s three decades of Oracle and hybrid infrastructure expertise. For IT leaders running mission-critical workloads in hybrid configurations, the combination offers a credible path to automated resilience without cloud-native lock-in.

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