Capture a forklift photo and Pulse identifies the truck, OCRs the serial, marks install hotspots, and surfaces tacit knowledge from prior installers.

• · OpenAI gpt-4o → make/model/year
• · Florence-2 → serial OCR
• · Grounding DINO → install hotspots
• · Knowledge graph → installer note
• · ElevenLabs → installer voice playback