Building the decision layer
for healthcare
Soficca turns messy clinical narratives into structured signals, governed routes, and audit-ready reports, using AI for signal extraction and deterministic rules for clinical routing.
The Cardio Pilot is live. The infrastructure is real.
Live Infrastructure
AI signal extraction with governed clinical routing
Four sequential layers transform raw cardiology narrative into a validated decision report. Each annotation marks where that layer's output lands.
From Fragmented Care
Toward governed clinical decisions
The challenge is not a single clinical decision. It is the repeated failure of what happens next. Across intake, routing, medication, and follow-up, next-step decisions still live in fragmented workflows, disconnected tools, and manual judgment.
Soficca exists to structure those recurring decisions into governed, traceable logic that can be reused across care workflows.
Governance · Traceability · Continuity · Reuse
Safer decisions
Structured logic helps reduce avoidable variation in high-stakes next-step decisions.
Longitudinal decision context
Each follow-up adds context that improves the next review, route, or action.
Traceable logic
Every governed output can remain legible, reviewable, and consistent over time.
Reusable across workflows
The same decision layer can support repeated care logic across multiple environments.
How Soficca Works
From inputs to governed decisions
AI structures the signals. Governed logic determines the next step.
Soficca is designed to turn structured inputs into governed next-step decisions. Patient signals, safety rules, workflow logic, and follow-up data are evaluated together so each output is actionable, traceable, and consistent over time.
raw signal.
Then governed, deterministically:
Governed logic
Rules, routing criteria, and safety conditions evaluate what should happen next.
Traceable output
Each decision is produced as a legible next-step output with clear logic behind it.
Longitudinal context
Follow-up data carries forward so future reviews and actions improve over time.
Our Roadmap
Current → Next → Later
Live Now
Live Pilot Infrastructure
Real clinical workflows running on governed logic. Cardiology routing, golden-case validation, and traceable outputs: live in production today.
View Cardio Pilot →Building
Controlled Physician Review
Structured review workflows where physicians validate AI-structured outputs before they enter the decision layer.
Expansion
Workflow Expansion
Beyond cardiology: applying the same governed infrastructure to additional clinical specialties and decision contexts.
Execution
Built beyond concept
Soficca is not a static concept. It is a working system with live infrastructure, validated clinical workflows, and governed logic in production today.
Carlos Pérez
Clinical Audit & Regulatory Advisor
Physician with regulatory and clinical audit expertise advising on Soficca's governance layer, decision traceability, and compliance alignment for clinical deployment.
Cardio Pilot
Live clinical routing for cardiology workflows. 12 golden cases validated, governed decision routes active, traceable outputs in production.
Soficca Core Engine
The governed decision layer that evaluates structured inputs against safety rules, routing criteria, and workflow logic to produce traceable next-step outputs.
Pen Workflow
End-to-end workflow integration built on top of the core engine. Structured data entry, governed processing, and auditable output delivery.
Reviewer Layer
Controlled physician review workflows where clinicians validate AI-structured outputs before they enter the governed decision layer.
First Product Workflow
Pen is the first market-facing workflow powered by Soficca.
Pen is the first product surface built on Soficca. It turns clinical intake into governed next-step decisions: structured, traceable, and reusable across every future review.
Building Pen made the infrastructure visible. Every decision route, safety condition, and follow-up trigger that Soficca governs was shaped by the demands of a real clinical workflow running in production.
Pen inherits structured decision history, compounding safety logic, longitudinal decision context, and a reusable decision layer directly from Soficca's engine. Nothing here was built specifically for Pen.
Explore Pen →Why This Layer Matters
The cost of fragmented decisions is already enormous.
Cost → Continuity → Decision Layer
Fragmented decisions still carry real system cost. Avoidable errors compound across every handoff that lacks a governed, traceable decision layer.
US$42B¹
Estimated annual global cost associated with medication errors.
24%²
Share of patients with chronic conditions reporting they have a care plan available to them.
¹WHO: Estimated annual global cost associated with medication errors, global.
²OECD PaRIS: Share of chronic-condition patients reporting availability of a coordinated care plan.