Patient-reported outcomes (PROs)
PRO-CTCAE, EORTC QLQ-C30, and custom PRO instruments with adaptive scheduling and threshold-based escalation.
What We Do: Healthcare Expertise
Oncology & Chronic Disease Platform Engineering
A cancer diagnosis is one of the hardest journeys a patient can face - the software should not add to it. We build oncology and chronic disease platforms that handle multi-phase treatment plans, symptom tracking, and multi-provider coordination as first-class workflows.
Oncology Platform Capability Matrix
Capabilities we deliver across the oncology and chronic disease patient journey, from diagnosis through survivorship.
| Capability | Implementation focus | Care outcome |
|---|---|---|
| Treatment plan management | Phased protocols, cycle scheduling, dose modifications, and audit-tracked plan changes across the care team. | Aligned treatment execution across oncologists, infusion teams, and primary care providers. |
| Symptom and side-effect tracking | PRO-CTCAE-aligned questionnaires, escalation rules, and longitudinal symptom dashboards for the care team. | Earlier intervention on toxicities and improved between-visit quality of life. |
| Chemotherapy adherence | Oral chemotherapy dose tracking, missed-dose escalation, and pharmacist-led adherence outreach workflows. | Higher completion of prescribed regimens and earlier outreach for at-risk patients. |
| Lab and biomarker visualization | Tumor marker trends, CBC and metabolic panel charts, and threshold alerting tied to treatment decisions. | Clinicians see meaningful trends instead of scrolling through raw result lists. |
| Multi-provider care coordination | Shared care plans, role-aware task lists, secure messaging, and event-driven status updates across teams. | Reduced coordination burden and fewer dropped handoffs between specialties. |
| Survivorship planning | Post-treatment surveillance schedules, late-effect screening, and long-term wellness check-ins. | Continuity of care beyond active treatment with documented survivorship plans. |
What We Build
Production-grade capabilities we deliver across oncology, chronic disease, and complex care management products.
Care team collaboration
Shared care plans, structured handoffs, and role-aware inboxes for oncology, infusion, pharmacy, and primary care teams.
EHR-connected dashboards
Bidirectional sync with Epic, Cerner, and athenahealth covering problems, medications, labs, and care plan updates.
Clinical trial matching
Eligibility screening pipelines that surface relevant trials to patients and care teams using structured clinical data.
Treatment Plan Architecture
How we model oncology and chronic disease protocols so they remain maintainable as evidence evolves.
- Protocol templates with versioning, cycle definitions, and dose modification rules
- Lab-driven dosing logic with explicit hold and resume criteria
- Plan change audit trails capturing clinician, rationale, and effective dates
- Patient-facing views that translate clinical plans into plain language
Symptom Triage and Escalation
Patterns we apply to make symptom data actionable for the care team.
- Severity-graded PRO responses with structured triage rules
- Care team routing aligned to coverage schedules and on-call rotations
- Closed-loop documentation back into the EHR for visit context
- Trend analysis across symptoms, vitals, and treatment cycles
Oncology Platform Failures We Help Prevent
Patterns we repeatedly see in oncology and chronic disease platforms that lead to coordination breakdowns.
Treatment plans modeled as free text
Impact: Dose changes are invisible to other providers and reporting becomes unreliable.
Mitigation: Structured protocol templates with versioning, dose modifiers, and machine-readable change logs.
Symptom data captured but not acted on
Impact: Patients submit PROs that never reach the right clinician in time.
Mitigation: Severity-graded triage rules, care team routing, and closed-loop EHR documentation.
Disconnected pharmacy and lab data
Impact: Oral chemotherapy adherence and dose adjustments lack the clinical context to be safe.
Mitigation: Bidirectional pharmacy and lab integration with explicit hold and resume criteria.
Frequently Asked Questions
Yes. The protocol, symptom-tracking, and care-team models we use generalize across oncology, transplant, autoimmune, and chronic disease workflows with role and content variation by program.
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