Building an agentic software factory? Start with the sensor.

The article argues that organizations pursuing an agentic software factory should first invest in the "sensor" layer—high-quality telemetry, observability, and feedback loops—because autonomous software systems are only as effective as the data they can perceive and act on. For CIOs and technology leaders, the business impact is faster, safer automation and more reliable scale, while the strategic implication is that AI transformation depends less on model selection and more on building the operational instrumentation that lets agents make trustworthy decisions. IT organizations will need to treat observability, governance, and system integration as core platform capabilities rather than after-the-fact monitoring.