Home / Industries / Oncology
Ospia for oncology
Protocol-driven care over long horizons, where dosing precision, cycle timing and cumulative exposure matter — and where the financial side is as complex as the clinical one.
The problem
What makes this segment different
Every hospital shares most of its operations. What separates a segment is the handful of things it does constantly that a general system treats as an exception.
Challenges we hear
- Regimens are protocol-defined and dose calculations are unforgiving.
- Cycles span months; timing depends on counts, tolerance and prior toxicity.
- Day-care chemotherapy chairs are the scarce resource and are hard to schedule well.
- High-cost drugs and pre-authorization make claims complex and rejection expensive.
How Ospia addresses them
- Regimens configured as versioned protocols with dose calculation and cumulative-exposure tracking.
- Cycle scheduling that accounts for counts, tolerance and prior delays rather than a fixed calendar.
- Chair and infusion scheduling on real durations, with pharmacy preparation sequenced to arrival.
- Pre-authorization tracked per cycle, with documentation checked before the claim goes out.
The AI workforce here
Which digital employees do the most work
All twenty-one agents are available. These are the ones that earn their place fastest in this segment — each with a named human it reports to.
Agents that matter most
- Pharmacy Expiry Watch — high-cost regimen drugs kept off the write-off list
- Insurance Watch — cycle-level pre-authorization and documentation completeness
- Diagnostics Watch — biopsy and marker turnaround held against promised times
- Revenue Watch — package versus itemized reconciliation per cycle
What you should see
- Protocol adherence visible and auditable
- Better chair utilization without rushing patients
- Fewer claim rejections on high-value cycles
- Cumulative exposure tracked across the whole journey
- Outcome tracking across the full course of treatment
These are the outcomes we design for and will measure with you — not results we are claiming on someone else's behalf. Where a number matters to your business case, we will model it with your volumes on the demonstration call. See the full workforce →
Workflow
A typical journey, end to end
Each step below is a registered task — invocable from a screen, the command bar, voice, an agent or your own systems.
Every step publishes events other parts of the hospital subscribe to — which is why billing, stock and reporting stay current without anybody re-entering anything. How the task registry works →
Related
Other settings with the same problem
The workflow differs; the handoffs that leak time and money do not.
Multi-speciality hospitals
A patient's journey crosses six departments and four systems, and the handoffs are where time and money leak.
Medical colleges
Residents document care that a consultant is accountable for, and the supervision trail is informal.
Government hospitals
Outpatient volumes make every extra click a queue.
Diagnostic chains
Volume is the model, and every re-keyed result is a margin leak.
All industries
Every setting Ospia is built for, and what changes in each.
Next step
See your hospital running on Ospia
An executive demonstration takes forty-five minutes. We seed a hospital with synthetic data shaped like yours, put the digital workforce on duty, and answer the hard questions with the architecture open.
synthetic data · zero real patients
self-hosted or managed cloud
one database per hospital