Product & Tech
Seb
Samsara ships "Agent Studio" at Beyond 2026 — 15+ pre-built agents plus build-your-own, no developers required, with agentic AI woven across the whole physical-ops platform
Action: pull the 15+ agent templates apart this week — they are a free map of which fleet workflows incumbents think agents can own (paperwork, driver comms, warranty claims). Every one of them runs on Samsara-only data; spec the daXos equivalent that runs the same workflow across mixed fleets.
Edge-AI IoT devices hit their mass-market inflection in 2026 — local inference moves from pilot programs into mainstream product portfolios across the sensor industry
Watch: as edge devices go mainstream, the field fills with pre-processed, vendor-opinionated data streams that won't agree with each other. Confirms our ingestion assumption: design for reconciling conflicting edge summaries, not raw telemetry.
IoT Analytics: agentic AI reaches the network edge — autonomous systems now observe, diagnose and even generate their own remediation code (e.g. Kudzu's CanopyNOC for LoRaWAN ops)
Read: agents are starting to operate IoT networks, not just query them. Long-term product implication: daXos's MCP layer should expose not only data but safe, auditable actions — the trust/provenance layer becomes even more valuable when agents can act.