Articles by Swapnil Bhartiya
AI Infrastructure
GPU capacity is not the primary driver of agentic AI latency. Jon Alexander of Akamai explains how tool calling accounts for up to ...
AI Infrastructure
AI agent data access: the visibility gap | Raviv Levi, CData | TFiR
AI agents now access enterprise data continuously, but most organizations have no visibility into who is accessing what or what it costs. Raviv ...
AI Infrastructure
Will AI at the Edge Kill the Web Page? | Dr. Robert Blumofe, Akamai | TFiR
Dr. Robert Blumofe of Akamai explains why moving AI inference to the edge will make web pages and link-clicking obsolete, replacing every digital ...
AI Infrastructure
Why IT Consolidation Must Come Before AI | Rajesh Ganesan, ManageEngine | TFiR
Enterprise IT stacks drowning in point tools cannot absorb AI safely. Rajesh Ganesan, CEO of ManageEngine, explains why consolidation and cybersecurity must come ...
Security
Why Your Patch Window Is a Security Liability | Tuukka Tiainen, Recast Software | TFiR
AI is compressing the time between patch release and attacker exploitation. Tuukka Tiainen of Recast Software explains why CVSS scoring is no longer ...
AI Infrastructure
AI Washing vs. Real Enterprise Adoption | Rob Hirschfeld, RackN | TFiR
Rob Hirschfeld of RackN distinguishes real enterprise AI adoption from AI washing, explains why agentic workloads require more supervision than planned, and argues ...
AI Infrastructure
AI Agent Governance on the Desktop | Michael Levan, Solo.io | TFiR
Enterprise MDM tools manage the device but cannot see which LLMs a desktop agent calls, which MCP servers it connects to, or which ...
AI Infrastructure
Is Your App Already in the AI Ecosystem? | Danielle Cook, Akamai | TFiR
Legacy ERPs, back-office tools, and any system touched by a RAG pipeline are already inside the AI ecosystem. Danielle Cook of Akamai explains ...
AI Infrastructure
AI Model Routing for Unpredictable Token Costs | Suresh Mathew, Sedai | TFiR
Suresh Mathew, CEO of Sedai, explains how intelligent AI model routing controls unpredictable token costs, why hallucination is a design reality to architect ...
Cloud Native
Failover Validation in Hybrid Cloud and AI | Alexus Gore, SIOS Technology | TFiR
AI and hybrid cloud environments change how failover fails. Alexus Gore of SIOS Technology explains why IT teams must now test for predictability ...










