Balaji Ingole, an IEEE senior member, is developing AI tools for B2B e-commerce work at Amla Commerce while also researching and publishing AI-enabled health technologies. The article says Amla’s AI agent aims to cut e-commerce product setup from two to three months to two weeks. As a result, manufacturers can set up large product catalogs with step-by-step chatbot guidance and project managers can use an email-reading AI agent to generate weekly status reports faster.
Panasonic Avionics Corporation built an agentic AI diagnostic system on AWS to troubleshoot in-flight entertainment and connectivity issues across a large fleet. In internal testing, it cut investigation time from hours of manual review to minutes of automated analysis. The change reduced manual analysis effort and improved mean time to detect and mean time to resolve, with 20–40% gains in targeted operational efficiency while keeping engineers in the approval loop.
Thomas Ptacek argues that developers should stop making TUIs and instead build native user interfaces for even small personal tools. The push is driven by the fact that coding agents have reduced the cost of getting a usable-enough GUI up to almost nothing. As a result, more projects may replace terminal-only interfaces with native UI apps rather than investing further in TUIs.
Tabbit launched an AI browser meant to understand a user’s current work from pages, screenshots, and local files and then complete tasks via a Tabbit Agent workflow. It claims dictation is “4x faster.” The product is released with scheduled or on-demand operation that outputs usable HTML, PDFs, and presentations and saves the workflow as a reusable Skill.
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