Conviva is applying two decades of streaming experience intelligence to the challenge of monitoring AI agents in production. ECI Research examines why quality of service metrics fall short for agentic AI, and why experience observability is becoming a cost governance requirement, not just an operational nicety.
Agentic AI Observability: Why QoS Is No Longer Enough Read More »
Google Cloud has announced Gemini Enterprise for Financial Services and Gemini Enterprise for Legal, purpose-built AI solutions with domain-specific agents, secure data connectors, and auditability features for regulated industries. The offerings mark a strategic shift from general-purpose AI toward vertically packaged, governed enterprise solutions. ECI Research examines what this means for IT decision-makers and developers evaluating the platform.
Google Cloud Gemini Enterprise: Vertical AI for Finance & Legal Read More »
HeyDonto CEO Rivers Morrell contends that agentic AI costs at least five times more per task than basic chatbot interactions, and that data fragmentation makes it worse. ECI Research examines the economics, the limits of the semantic layer argument, and what enterprise buyers should actually prioritize. The answer is more nuanced than the aerodynamics metaphor suggests.
Agentic AI Inference Costs: Why Cheaper Tokens Aren’t Enough Read More »
Enterprises are deploying AI agents faster than their data foundations can support them. New survey data from The Modern Data Company shows a sharp mismatch between agent adoption and data trustworthiness, with business context engineering emerging as the critical differentiator. ECI Research examines what this means for ITDMs and platform engineering teams.
AI Agents Are Outpacing Enterprise Data Readiness Read More »
Docker has appointed Mat Velloso as CPO and Vinh Le as CFO, both hired explicitly to advance the company’s agentic AI platform strategy. ECI Research examines why Docker’s container runtime heritage gives it credible standing in the emerging agentic governance market. The appointments signal a deliberate push to own the execution layer where AI agents operate at enterprise scale.
Docker Bets on Agentic AI With CPO and CFO Hires | ECI Research Read More »
Amazon’s Kiro IDE now runs AI coding agents in a persistent cloud sandbox, freeing developers from machine-dependent workflows. The feature raises important questions about cloud cost governance and competitive positioning against GitHub Copilot and Cursor. ECI Research data shows enterprise demand for self-service developer experiences is high — and Kiro is betting its agent model can deliver.
Kiro Cloud Sessions: Agentic AI Coding Without the Laptop Lock-In Read More »
AI adoption is accelerating, but operationalization remains the hard problem. ECI Research analyst Paul Nashawaty and LiveOps COO Molly Moore break down why governance, workflow design, and accountability structures determine which AI investments actually deliver customer outcomes. The gap between pilot and production is a leadership challenge before it’s a technology challenge.
Why AI Operationalization Is the Real Enterprise Challenge Read More »
Space has raised $2.4M led by a16z Speedrun to build a distributed filesystem that streams byte ranges on demand, eliminating the copy-and-ingest bottleneck that slows both human workflows and AI agents. ECI Research examines the architectural bet, the enterprise security implications, and where this fits in the emerging agentic infrastructure stack.
Space Raises $2.4M to Build an AI-Native Filesystem | ECI Research Read More »
Cisco reported record Q4 FY2026 revenue and EPS, driven by AI infrastructure and networking demand. ECI Research analysis examines the structural drivers behind the results, the security opportunity in the agentic AI era, and what enterprise teams should do now.
Cisco Q4 FY2026: AI Infrastructure Demand Drives Record Revenue Read More »
Google has launched Gemini 3.7 Flash, cutting per-token pricing by 50% while posting significant improvements in software engineering, web development, and agentic workflow benchmarks. The release, arriving just three weeks after Gemini 3.6 Flash, signals an accelerating competitive cadence at the AI inference layer. ECI Research data shows enterprise AI-assisted coding is scaling fast, making first-pass code accuracy and integration friction the metrics that matter most.
Gemini 3.7 Flash: Price Cut and Performance Gains Reshape AI Agent Economics Read More »