That model is reaching its limit.
AI Carbon starts from a different principle: carbon should be managed as a circulating industrial resource. Carbon that is lost, misplaced or dispersed can be recovered and converted into useful molecules. Forest residues, sorted municipal waste, biogenic gas streams, industrial CO₂, wastewater carbon and other underused sources can become part of a new circular manufacturing base.
This is not a theory about the distant future. The technologies already exist in parts. Gasification exists. Fermentation exists. Biomethane exists. SAF pathways exist. Biochar exists. Process automation exists. Industrial AI exists.
What has been missing is integrated deployment infrastructure.
That is where TITAN becomes important.