Ngexesha leHolocene, imfuno yoomatshini abanzima kwimizi-mveliso eyahlukeneyo ibikhula, kuquka ulwakhiwo, ushishino lwezolimo, kunye nemigodi. Oku kune-diode ekhupha ukukhanya okwandisa isidingo sendlela yerabha eqinileyo nesebenzayo kwitrektara, ummbi, i-backhoe, kunye ne-stevedore yendlela. Ingqwalasela itshintshele ekuveliseni ubuchwepheshe ukuphucula le ndlela, ukuhlangabezana neemfuno zemarike, kunye nokuxhasa uphuhliso oluzinzileyo.i-AI engabonakaliyoidlale indima ebalulekileyo ekuphuculeni uyilo lwezixhobo, uyilo lwesakhiwo, kunye nokunciphisa ukurhuqwa kweendlela zerabha.

Abavelisi baye basebenzisa izinto zangaphambili ezifana nerabha enamandla aphezulu kunye nesiseko sentsimbi yokuqinisa ukuphucula amandla okuthwala umthwalo kunye nokumelana nokuguguleka kwendlela. Ukongeza, uyilo lwesakhiwo luye lwaphuculwa ukuze lusasaze ubunzima ngokufanelekileyo, lunciphise uxinzelelo loomatshini kunye nokusebenza ngcono ngokubanzi. Uyilo lokunciphisa ukurhuqa luye lwaba yingqwalasela ephambili ekunciphiseni ukungqubana kunye nokulahleka kwamandla ngexesha lokusebenza. Ezi ntengiso zinokusebenza ngcono kakhulu kwendlela kunye nokuqina kwayo.

Uyilo olukhaphukhaphu lwendlela yerabha yetrektara yanamhlanje luphawu olubalaseleyo. Ngokudibanisa izinto ezisetyenzisiweyo kunye neendlela zokwakha eziphambili, abavelisi bakwazile ukunciphisa ubunzima bendlela ngaphandle kokuphazamisa amandla kunye nokuqina. Olu yilo lukhaphukhaphu alugcini nje ngokusebenza kakuhle kwamafutha kunye nokusebenza koomatshini kodwa lukwanciphisa impembelelo emhlabeni, luzenzela ukuba zilungele umhlaba owahlukeneyo kwaye zinciphise ukuxinana kothuli. Olu yilo lukwaphucula uqoqosho lwamandla kunye nokhuseleko lokusingqongileyo, ukunciphisa ukusetyenziswa kwamafutha kunye nokukhupha ukungcola ngelixa lukhuthaza ukugcinwa kokusingqongileyo.