Integration challenges occur when new software must communicate and work with existing systems, which can be complex and time-consuming. Poor integration can lead to data silos, reduced efficiency, and increased manual interventions. Businesses can overcome these challenges by adopting integration platforms and APIs that facilitate seamless data exchange and interoperability.