Giving network owners the capabilities to detect disruptions earlier and resolve incidents quicker on the first attempt is now business critical given the increasing complexity of infrastructures. To address these aims, Nokia has introduced software tools and AI-models that the company claims will "significantly" improve operational efficiencies and enhance network reliability. Nokia said that operators deploying fibre-to-the-home (FTTH) networks face limited visibility into the passive outside plant, resulting in inventory errors, costly repeat truck rolls, cost overruns and service delays.