Kareem Yusuf Ph.D, SVP, Ecosystem, Strategic Partners & Initiatives at IBM, joins Tiffani Bova at IBM Think in Boston to discuss how AI maturity is reshaping partner ecosystems, how IBM is deploying AI inside its own channel operations, and what it actually took to build Kareem.ai, an internal channel health analytics tool now in active pilot.