ReRanDE
Deterministic Clinical Language Infrastructure
Deterministic Clinical Language Infrastructure
Every clinical workflow begins with reliable text.
ReRanDE transforms raw clinical text into trusted clinical language for databases, search, analytics and AI.
Same input.
Same output.
Explainable JSON.
Enhance clinical text workflows. One deterministic layer. Multiple clinical workflows.
ReRanDE integration diagram showing source systems on the left, the ReRanDE core in the center, and downstream destinations on the right.
Inputs
- EHR
- Dictation
- PACS
- LIS
- Speech AI
- Clinical Notes
- Radiology
- Lab
- User messages
Destinations
- Normalized clinical text
- Search indexes
- Database storage
- Embeddings
- Vector DB
- RAG
- Clinical AI
The deterministic layer beneath Clinical AI.
Reliable clinical text before embedding, retrieval, RAG, and LLM workflows.Clean clinical language before systems reason.
ReRanDE sits between raw medical text and the clinical stack that depends on it:
search, coding, analytics, EHR workflows, RAG, and LLM-based products.
How the layer behaves
Controlled terminology in. Deterministic evidence out.
Raw clinical text is routed through domain-aware terminology, scored for confidence and ambiguity, then returned as inspectable structured output.
/check
Input
The patient admitted with severe dyspniya.
Domain
Pulmonology
Decision
dyspnea
Output
dyspniya becomes dyspnea
Before Process Before Storage Before Search Before AI
Seven levels of clinical intelligence.
Minimal correction for fast UI checks.
Lite mode returns corrected text and a correction count. It keeps the payload small when detailed evidence is not needed.
Use when
Inline validation, quick form cleanup, and lightweight preprocessing.
Returns
request_id, corrected_text, and correction_count.
Patient admited with severe dyspniya.
Patient admitted with severe dyspnea.
corrected_text
2 corrections
Pricing
Deterministic clinical text correction, priced by usage.
Choose a SmartCredit pool for evaluation, integration, or production rollout. Input-only modes use submitted characters; explainability-heavy modes use input characters plus output characters divided by three.
Evaluation
5M
SmartCredits
$99
For proof-of-concept reviews and API response validation.
Start evaluation
Starter
10M
SmartCredits
$189
For early product integration and controlled workflow pilots.
Test the API
Professional
25M
SmartCredits
$459
For teams moving from pilot traffic into repeatable production workflows.
Build with elite
Business
50M
SmartCredits
$899
For high-volume clinical SaaS, QA pipelines, and batch normalization.
Plan rollout
Enterprise
+50M
SmartCredits
Talk to us
For governed deployment, custom volume, private rollout planning, and contractual controls.
Contact sales
SmartCredit rule
domain, lite, text, elite: input characters only. full, audit, debug: input characters + output characters divided by 3.
Security
Designed
to disappear.
ReRanDE is built as a narrow correction API:
receive text, process it, return the response, and avoid turning clinical content into stored product data.
API traffic is designed to run over encrypted transport.
Production access can be controlled with authenticated API usage.
Deployment planning can align with AWS-hosted operational controls.
Submitted text is treated as transient request content, not product memory.
Corrected clinical text is returned to the caller without becoming a stored corpus.
Operational logging should avoid submitted clinical content and correction output.
The API contract is the artifact: structured JSON, metadata, and correction evidence.
ReRanDE is suitable for synthetic, de-identified, and non-PHI clinical text workflows. HIPAA-regulated organizations should use ReRanDE only under an appropriate enterprise agreement and deployment model.
Contact
Tell us what you are building, the expected workflow, and whether you need evaluation, production API access, or enterprise deployment planning.