Quality Metrics

Video Processing and Transcoding Best Practices Video processing and transcoding help you reach audiences on many screens. A simple, repeatable workflow saves time and keeps quality steady. This guide shares practical steps you can apply today. Plan the pipeline. Ingest, normalize, encode, package, and deliver. Ingest should verify time codes, check for corruption, and log issues. Normalization aligns resolution, frame rate, and color space to a common target family. Choosing codecs and containers. For broad compatibility, use H.264 in MP4. For higher efficiency, consider HEVC/H.265 or AV1. If you need modern streaming, CMAF with HLS or DASH works well. Keep a small set of profiles to avoid fragmentation. ...

Data Governance and Data Quality Data governance and data quality go hand in hand. Good data is not just a technical issue; it is a governance practice. When teams agree on how data is defined, stored, and shared, decisions become faster and more reliable. Data governance is the set of people, policies, and processes that decide who can access data, how data is used, and what counts as truth. It covers data ownership, security, privacy, and how decisions are documented. A clear governance layer helps teams resolve questions about data quickly and consistently. ...

Data governance and data quality essentials Data governance and data quality essentials help organizations make better decisions, comply with rules, and trust their data. When data is managed well, teams can find the right numbers, track their sources, and spot errors before they harm decisions. What is data governance? Data governance describes who decides, what rules apply, and how data flows across the business. It sets roles, policies, and processes so data is used consistently and responsibly. ...