A practical playbook with runbooks, checklists, and templates for CI/CD, validation gates, and operational handoffs that reliably move analytics into production and keep them working.
Runbook and actionable checklist for detecting, classifying, triaging, communicating, mitigating, rolling back, and learning from data incidents affecting pipelines, models, or analytics products.
Interactive checklist and handoff form to move analytic code, models, and data products from prototype into production with CI/CD gates, validation steps, observability, and clear operational ownership. Stores structured handoff records to support accountability, audits, and post-deploy reviews.
Interactive checklist to verify CI/CD gates, validation tests, performance and security checks, deployment smoke tests, and operational handoff/runbook readiness before moving analytics into production. Captures owners, evidence, and follow-up notes so teams can track readiness and create an audit trail.
A practical, gate-oriented checklist to ensure analytics assets (data transforms, models, queries, dashboards) pass reproducible build, validation, and operational readiness gates before and after deployment.
A practical, fillable handoff template and runbook to move analytics outputs (models, reports, data products, pipelines) into production reliably. The template captures ownership, data contracts, validation and test artifacts, deployment and rollback instructions, monitoring and alerting, training, and a clear acceptance and sign-off checklist.
A practical, adaptable CI/CD pipeline template and deployment checklist for analytics assets (ETL, notebooks, models, dashboards). Includes recommended pipeline stages, detailed gate descriptions, ownership roles, a sample Git branching policy, environment mapping, rollback guidance, monitoring targets, and checklist items you can copy into your repo or automation tool.