For many, the benefits of migrating to a more agile data driven business are vastly outweighed by the upfront costs of ripping and replacing legacy systems. Some organisations have been able to partially leapfrog their legacy challenges by creating specialist divisions, or by acquiring more data-savvy startups. Our panel shares their experience of improving results from data analytics processes.