Dental operating intelligence

Dental groups already have software. Sitora helps them understand what is happening between the systems.

Sitora Dental Control is a high-fidelity prototype of an intelligence layer for dental groups in any market. It is designed to connect operating signals from existing practice-management, insurance, imaging and finance workflows, then turn those signals into evidence-backed actions.

Prototype · synthetic data · no live clinical, payer or production-system connection
The thesis

Not another practice-management system.

Dental clinics across many markets can already buy capable software for appointments, charting, treatment plans, billing, insurance and imaging. The remaining opportunity is increasingly about orchestration: seeing when capacity, treatment, documentation, imaging, claims and management workflows fall out of sync.

Control Tower

Group-wide visibility across branches, chair utilisation, revenue, collections, treatment opportunity and operational risk.

Revenue Intelligence

Identify accepted treatment that is still unbooked, unused chair capacity and recoverable commercial opportunities.

Claims Intelligence

Surface claims requiring attention, detect repeated exception patterns and quantify value exposed to workflow delay.

Record Guardian

Apply configurable documentation-completeness checks and route incomplete records into accountable review workflows.

Ask Sitora

Ask operational questions in natural language and see evidence, source freshness, confidence and underlying drill-downs.

Action Centre

Turn an insight into an owner, due date, status and tracked resolution rather than leaving it as another dashboard alert.

Example operating question

Why is one branch underperforming?

A conventional dashboard may show the variance. Sitora is designed to connect the variance to its underlying drivers: chair capacity, accepted-but-unbooked treatment, claims exposure, documentation completeness and accountable interventions.

Ask Sitora
“Why is this branch underperforming?”

The prototype answers using synthetic operating data, exposes its evidence trail and links directly into the relevant branch, clinician, patient or claims view.

Try Ask Sitora →
Research-led product development

The next question is bigger than analytics: can the full dental episode stay connected across systems?

Sitora research examines what existing dental systems already cover and where future gaps may remain, including episode-level workflow integrity, imaging-to-insurance handoffs, authorisation continuity, payer-response orchestration and evidence-grounded AI. Those principles can apply across different countries, payer models and dental groups.