The lab: Hyves and Raven, one shift seen from both ends
Division 01 · Knowledge work
LIVEHyves
Holistic Yield & Validation Engines
AI did not take the knowledge worker’s job. It took the labor and left the accountability.
Hyves maps a market from open sources, builds a dossier on every account, and holds every outward message behind a human gate.
Two sides of one shiftAbove: too much machine · Below: too little
Division 02 · Skilled trades
IN THE MAKINGRaven
Machine vision · augmented reality · instrumented tools
The mirror image: not too much automation but too little. A hundred copilots went to the desk, none to the van.
Raven puts thirty years of pattern memory behind a second-year technician’s eyes, and captures technique from the tools themselves.