Curious on Integration Approaches — Data Ops in Roll-Ups

June 19, 2025
by a searcher from University of Missouri - Columbia in Chicago, IL, USA
Hey all — curious to get your thoughts. For those actively acquiring or operating in roll-up strategies, how do you approach integrating and normalizing data operations post-close? Kudos to anyone working in industries where recordkeeping, systems, and data hygiene are often weak or fragmented (a challenge I know well).
In past roles, I’ve handled data ops across product, revenue, sales, and marketing channels — but always within software companies. Curious how folks here tackle it when rolling up multiple small businesses with inconsistent data environments. Any frameworks, playbooks, or key lessons you lean on?
Thanks in advance!
from The University of Chicago in Chicago, IL, United States
from Yale University in Bedford, NH, USA