Practical dashboards, reliable data pipelines, measurement frameworks, and analytics playbooks that turn clinical and operational data into trustworthy action.
Interactive checklist to guide technical validation, clinical plausibility checks, pilot deployment, monitoring setup, governance, and safe operationalization of predictive models in clinical settings.
A practical starter design for clinical and operational dashboards: recommended tabs and KPIs, clear KPI definitions, visualization patterns, data cadence and owners, governance checklist, and templates to make dashboards trustworthy and actionable for unit leaders.
Facilitator kit to run a focused, evidence-driven 4-hour workshop that identifies high-impact EHR workflow fixes, captures data-backed quick wins, pilots changes with measurable outcomes, and hands governance to IT/clinical informatics. Includes detailed pre-work checklist, timed agenda, mapping templates, quick-win tracker, pilot evaluation plan, governance handoff checklist, facilitator tips, and sample CDS test-cases.
A practical playbook to design, build, validate, govern, and operationalize a clinical data warehouse for reliable reporting and analytics. Includes prioritized use-case guidance, example clinical data mappings (encounters, meds, labs), an ETL quality checklist, sample SQL for common KPIs, dashboard deployment and testing checklist, and governance role definitions.
Interactive playbook and working checklist to stand up a Clinical Data Warehouse (CDW), capture key decisions, assign owners, and record governance, access controls, ETL cadence, and SLAs.
Interactive checklist to onboard a new clinical analytics product or team to the CDW safely and efficiently. Collects completion status, owners, evidence links, and practical notes to help make analytics deliverables reliable, governed, and useful from day one.
A practical, patient-centered framework to choose, define, and operationalize outcome measures that align clinical aims with reliable data collection, analysis, reporting, and stewardship. Includes a ready-to-use measurement plan template, numerator/denominator examples, data source mapping, reporting cadence guidance, run chart and SPC interpretation tips, and a governance checklist for ongoing measure stewardship.
A practical, single-page operating model healthcare leaders can use to organize analytics teams, productize data outputs, and align delivery cadence to operational decision cycles. Includes recommended roles, sample analytics products with healthcare examples, a sample service catalog and SLAs, a two‑week delivery cadence aligned to operational huddles, adoption best practices, governance checklist, and a short rollout plan.
A practical, clinical-facing validation guide and checklist for predictive models prior to deployment. Covers intended-use statements, population checks, recommended performance and calibration reporting, fairness/subgroup analysis, prospective shadow testing, monitoring and refresh plans, clinical workflow integration, rollback criteria, and a minimal governance reporting template teams can use immediately.