Abstract: Techniques and technologies for dynamic schema determination and enforcement are described. In at least some embodiments, a system comprises: a processing component; and a schema determination and enforcement component configured to receive a first data unit; analyze the first data unit to determine an inferred data schema; receive a second data unit; analyze the second data unit to determine whether the second incoming data unit complies with the inferred data schema; if the second data unit complies with the inferred data schema, write the second data unit to storage; and if the second data unit does not comply with the inferred data schema, at least one of: modify the inferred data schema based on the second data unit; or provide a notification of a non-compliance of the second data unit.