Slow response times when retrieving large customer datasets

We're experiencing slow response times when retrieving customer records through an integration.
The dataset contains approximately 50,000 records, and some requests take considerably longer than expected.
Are there recommended approaches for pagination, filtering, or optimizing API queries?