An inorganic, high temperature (∽600°C) thermochromic sensor is synthesized from a chemically bonded ceramic composite. The ceramic composite is composed of thermochromic 10 wt.% chromium‐doped alumina (Cr:Al2O3) powder blended with a low‐reacting temperature (around 250°C) phosphate binder, Al(H2PO4)3, (ADP). It has been reported that Cr‐doped alumina exhibits thermochromism at high temperatures, typically around 500‐600°C. Previously infrared (IR) irradiation has been used to successfully convert ADP to a ceramic aluminum phosphate (AlPO4) phase that can bind ceramic components together. Here, an ultra high‐power (tens of kilowatts per square centimeter) flash lamp annealing (FLA) system is evaluated as an alternative photonic heating process to rapidly transform ADP to this ceramic. While IR lamps require 30 min to fully transform the ADP binder, FLA processes require less than 1 min and provide more dense microstructures, opening opportunities to additively manufacture ceramic components without the need for a post‐processing heating step. Final ceramics exhibit reversible thermochromic behavior, transitioning from pink to dark gray as the temperature increases from 25°C to 600°C. Here, we demonstrate the ability to use this technology to fabricate a temperature warning system for heated objects that are not yet emitting significant visible black‐body radiation.This article is protected by copyright. All rights reserved.