harmonize

Optimising multi-model collaboration with graph-based orchestrationOrchestra — photographer Arindam Mahanta by unsplashIntegrating the capabilities of various AI models unlocks a symphony of potential, from automating complex tasks that require multiple abilities like vision, speech, writing, and synthesis to enhancing decision-making processes. Yet, orchestrating these collaborations presents a significant challenge in managing the inner relations and dependencies. Traditional linear approaches often fall short,…

Everybody’s feeling the pinch. Lingering recession worries mean budgets remain under close scrutiny, and digital marketers must show ROI for every move they make. CEOs are now looking at all investments under the microscope, which means CMOs should be investing in solutions that are part of a wider strategy and, more importantly, deliver financial ROI.  Data from Gartner shows that CEOs are planning more investment in digital than ever before, and they expect dividends in the form of top-and-bottom-line financial…