Reporting & Analytics

Data is only useful if you can get it out. The reporting and analytics capabilities of your EHR determine whether you can answer clinical governance questions, track financial performance, identify population health trends, and demonstrate CQC compliance - or whether you're left manually counting through consultation notes.

This comparison examines how Jump EHR and Semble handle reporting, analytics, clinical audit, and population health management.

The Foundation: What Data Is Available to Report On

Before comparing specific reporting features, it's worth understanding what each platform captures - because you can only report on data that exists in a structured, queryable form.

Jump: Structured, Coded Data

Because Jump uses SNOMED CT coding throughout - every problem, observation, allergy, procedure, and finding - the clinical record is inherently a structured database. This means reporting can query on any clinical dimension:

• Patients with a specific diagnosis (by SNOMED code)
• Observations within or outside reference ranges
• Procedures performed in a date range
• Allergy prevalence across the patient population
• Episode types (new presentations vs reviews vs flare-ups)
• Recall fulfilment rates and overdue patients
• Prescription volumes by drug, BNF category, or clinician

Every piece of clinical data captured during a consultation becomes a queryable data point.

Semble: Text-Based Records

Semble's consultation notes are section-based free text. Problem headings can be marked active/inactive, and some fields support structured data, but the clinical record is fundamentally narrative rather than coded. This limits what can be reported on systematically - extracting clinical insights requires reading notes rather than querying a database.

Semble does capture structured data in appointments, invoicing, and patient demographics, which supports operational and financial reporting.

Why This Matters

The practical consequence: Jump can answer questions like "how many patients with Type 2 diabetes had an HbA1c above 64 in Q4?" with a database query. In Semble, answering that question requires manually reviewing every diabetes-related consultation note.

Clinical Reporting and Audit

Jump: Population Health Infrastructure

Jump includes a dedicated population health layer built on top of its structured clinical data:

Clinical Cohorts - patient populations defined by versioned SQL queries filtering on SNOMED-coded diagnoses, clinical findings, lab results, and demographics. The system ships with pre-built cohorts for common conditions (diabetes, hypertension, asthma) and supports custom cohort definitions. Each cohort definition is versioned, enabling practices to track how population criteria evolve over time.

Disease Registers - built on cohorts, registers provide population-level management with automatic membership tracking, real-time member counts, configurable refresh frequencies, and a full membership audit trail. Registers answer questions like "how many patients are on our diabetes register, and has that number changed this quarter?"

Care Gaps - the care gap system identifies patients who are missing recommended care. Each care gap links to a cohort, specifies a recommended action, and shows the matching patient count alongside existing recall enrolment counts. This is proactive population health management - identifying who needs attention before they fall through the cracks.

Recall Reporting - with the full recall engine tracking enrolments, occurrences, fulfilment, and lapses, Jump can report on recall programme effectiveness: fulfilment rates, average time to fulfilment, lapse rates, outreach attempt effectiveness, and which patients are overdue.

Semble: Tiered Reporting

Semble's reporting operates through three tiers in its Data tab:

• Monitor - real-time operational data
• Analytics - daily updated metrics
• Reporting - 30-minute refresh for detailed reports

Categories cover appointments, patients, income and finance, practitioners, and services. A Semble Pay dashboard shows payout details with transaction-level breakdown.

Semble does not have clinical cohorts, disease registers, care gap identification, or recall reporting - these require the structured clinical data and recall infrastructure that Semble doesn't have.

Financial Reporting

Jump

Jump provides:

• Invoice dashboard with filtering by status, billing provider, date range, and patient, plus column customisation and bulk selection
• Payments dashboard showing a full payment ledger with method and status filtering
• Stripe analytics with payment method distribution, success/failure rates, and transaction volumes
• Multi-provider visibility - Stripe, Xero, and manual invoices visible in a single dashboard
• Product catalogue reporting with revenue by product, service line, or appointment type

The unified dashboard across billing providers means practices see their complete financial picture in one place.

Semble

Semble's financial reporting includes:

• Income and Finance category in the Data tab covering revenue, outstanding balances, and invoice summaries
• Semble Pay dashboard with payout details and transaction-level breakdown
• Appointment revenue tracking by service and practitioner

Both platforms cover the financial essentials. Jump's advantage is multi-provider visibility (seeing Stripe and Xero data together) and deeper drill-down capability. Semble's tiered refresh approach (real-time, daily, 30-minute) provides different cadences for different reporting needs.

Operational Reporting

Jump

• Scheduling analytics - appointment volumes, DNA rates, cancellation patterns, slot utilisation by clinician and location
• Attendance tracking data - time-in-practice metrics (arrived to sent-in, sent-in to left)
• Task completion rates and response times
• Recall programme effectiveness metrics
• User activity and audit trail reporting

Semble

• Appointment analytics - booking volumes, types, practitioner utilisation
• Patient demographics - new registrations, active patients, and trends
• Practitioner performance - appointment counts and revenue by clinician
• Service metrics - which services are most popular

CQC and Clinical Governance

For CQC inspections and clinical governance reviews, practices need to demonstrate:

1. Evidence-based care - that clinical decisions follow guidelines 2. Auditable records - that the clinical record can be systematically reviewed 3. Proactive management - that patients with ongoing conditions are actively managed 4. Safety systems - that allergies, interactions, and safety checks are in place

Jump's SNOMED-coded records, clinical cohorts, disease registers, care gaps, and recall reporting directly support all four requirements. A practice can produce a CQC-ready report showing: patients on the diabetes register, their latest HbA1c readings, recall fulfilment rates, and overdue patients - all from structured data.

Semble's reporting supports operational and financial governance but cannot provide the same depth of clinical audit from its free-text consultation records.

API and Custom Reporting

Jump

Jump provides API access for practices that need custom reporting, data extraction, or integration with external analytics tools. The API exposes structured clinical data in a queryable format, enabling practices or their IT providers to build custom dashboards, export data to business intelligence tools, or create bespoke reports.

Semble

Semble offers an open API with documentation for integrations and data access. Both platforms support programmatic data extraction for custom reporting needs.

Where Semble Has the Edge

• Tiered reporting cadences - real-time, daily, and 30-minute refresh options for different use cases
• Built-in analytics dashboard with pre-configured operational reports
• Simpler reporting interface that doesn't require understanding structured clinical data

Where Jump Has the Edge

• Clinical cohorts and disease registers for population health management
• Care gap identification for proactive patient management
• Recall reporting with fulfilment rates, lapse rates, and outreach effectiveness
• SNOMED-coded clinical data enabling meaningful clinical audit
• Multi-provider financial visibility across Stripe and Xero
• CQC-ready reporting from structured clinical records

The Bottom Line

Semble provides competent operational and financial reporting that covers day-to-day practice management needs. Jump provides that plus a clinical reporting and population health layer that enables meaningful clinical audit, governance, and proactive patient management.

For practices where CQC compliance, clinical governance, and population health management are priorities, Jump's reporting capabilities - built on structured SNOMED-coded data - are in a fundamentally different category. For practices primarily needing operational and financial metrics, both platforms deliver the essentials.