Product & Tech
Seb
Schneider Electric strikes a deal with Cognite targeting IT/OT convergence — contextualized industrial data unified into a single layer that AI applications can act on
Signal: an industrial giant is buying its way into the unified-data layer rather than building it — the strongest category validation this month. Study Cognite's "contextualization" pitch; it is the industrial-plant twin of what daXos does for fleets.
NVIDIA deploys an AI agent for factory alarm triage — agentic AI interpreting live industrial telemetry in production, with humans reviewing rather than monitoring
Read: the triage pattern (agent filters raw sensor noise, human handles exceptions) is exactly the UX shape for our road-condition agent. Borrow the human-in-the-loop framing for the pilot dashboard.
NVIDIA Halos OS upgrades the safety layer for physical-AI workloads — guardrails for AI systems whose decisions actuate in the physical world
Watch: as physical AI moves to production, safety/assurance layers become procurement requirements. Expect enterprise buyers to ask how our data layer supports auditability — get ahead of it in the DDQ template.
Berg Insight: pricing volatility hits cellular IoT module shipments — module costs swinging as vendors reposition for the 4G/5G transition
Action: module price swings feed straight into tracker BOM and unit economics — lock supplier pricing before the next hardware batch and stress-test the hardware line in the runway model.