{"request_id":"req_01M46F5R33ACCVQH40RHGG9BN1","technology":{"canonical_id":"tech_000000000000009YBMQKJJYW8Q","parent_canonical_id":"","parent_id_zoho":"","name":"Quality Assurance","slug":"quality-assurance-358446000000430359","requires_context":false,"popularity":"Very common","description":"Quality Assurance (QA) refers to the systematic process of verifying whether a product or service meets specified requirements.","explanation":"Quality Assurance is a crucial part of the software development lifecycle, aimed at ensuring the quality and reliability of software products. It involves a set of activities designed to evaluate the process by which products are developed and to ensure that standards are being followed. QA helps in preventing defects during the development of software and guarantees that the final product is free from issues and meets the expectations of the stakeholders.","use_cases":[],"strengths":[],"limitations":[],"organizations":null,"certifications":null,"deployment_options":null,"lifecycle":"active","revision":3,"updated_at":"2026-09-13T18:42:22.900859Z","reviewed_at":"2026-09-13T18:42:22.900859Z","source_freshness_at":"0001-01-01T00:00:00Z","aliases":null,"category_ids":["cat_4GXGRJVHQ7EZ2Y0E2N17992C8K"],"domain_ids":["dom_2X4D437NC2Z8SS9XW53QGQRMQ4"],"classification_kind":"technology","sources":null,"external_ids":[{"system":"beast","value":"358446000000430359"}],"provenance":"Published taxonomy release 2026.10.7"},"release_version":"2026.10.7"}