Clinical AI Verification & Evidence Platform
Clinical trial protocol screener & patient matcher
Simulate uploading patient genetic diagnostics and checking matching drug therapies. SciRoute evaluates inputs and runs background databases lookups in parallel.
Comparative Core Routing & Symbolic Verification Telemetry
Secure HL7 FHIR R4 gateway & Epic Systems EHR transaction compliance manager
Verify compliant data sharing with external health networks. Authenticate with the Epic Systems sandbox, map clinical diagnostics to standard FHIR format, and audit transactions.
Human-In-The-Loop clinical overrides & sandbox bypass approval queue
Compress raw system prompts and extract few-shot templates.
Enterprise system prompts often contain conversational fluff and massive embedded few-shot examples that consume up to 80% of active VRAM. Paste a prompt below to compile it instantly using real-time streaming context evaluation.
Closed-loop system prompt directed lineage evolution search.
Natively execute distilled workflow pathways at $0 cost and <1ms latency.
Select a compiled skill and click Natively Execute...
Linguistically compressed instruction set and isolated memory cards.
Awaiting prompt compilation.
Cryptographically signed immutable alignment certificate
Consolidated State Chord tracking active session factual profiles
Instead of feeding thousands of tokens of redundant chat transcript across multi-step agents, SciRoute consolidates facts into a single state chord. Watch state badges light up during simulation runs.
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Resolve active contradictions between multi-agent assertions
Automated algorithms flag conflicting variant pathogenous calls across multiple agent layers. Clinicians can view evidence and sign overriding judgements manually.
Query historical session memory using natural language overlap
Type keywords, gene names, compounds, clinical trials, or rsIDs to compute Jaccard-overlap similarities against disk-persisted past session states.
Inject new genetic and therapeutic indicators into real-time ground truth mocks
Standardized server-side tools and schemas for AI agents
Agents call tools and request schema resources over standard MCP endpoints. Test the API directly on the dashboard below.
Await Tool Invocation...
Pathogenicity profiles for active variant rsIDs.
Oncological therapeutics and target pathways.
Scans connected SQL servers and private clinical schemas, auto-compiles standard JSON schemas, and dynamically maps them as active MCP tools.
Async Multi-Patient Trial Screening & Protocol Routing
Submit multi-patient trial profiles as a JSON array. SciRoute routes each patient to the optimal SLMSmall language model: faster, cost-efficient model used for lower-complexity clinical triages./LRMLarge reasoning model: heavy multi-step reasoning LLM used for high-complexity patient profiles. route, enforces safety guidelines, and validates diagnostic accuracy against clinical databases asynchronously.
Real-Time Async Processing Stats & Clinical Audits
Real-Time Safe Harbor 18-Identifier Redaction & Re-Hydration
Enterprise HIPAA Guard intercepts inbound payloads, scrubbing 18 Safe Harbor identifiers (Names, SSNs, DOBs, MRNs, Phone, Location) using local stateful regexes. Cloud LLMs generate recommendations using redacted tokens, which are re-hydrated locally on stream termination to ensure zero PII leaks.
Track live cumulative cost savings from Cache, Compression & Routing pipelines
Interactive tree telemetry showing live exploration pathways and branch selection
Compare LRM primary against sub-10ms challenger models
Review patient genomic profile, match markers to known therapies, and trials.
Match genetic markers to therapies and trials. Compress output, strip fluff, prioritize cost.
Resolve low safety alerts (SFS < 70) and verify overrides before cache registration
Multi-agent asynchronous dispute resolution under clinical uncertainty
Real-time knowledge graph traversing synonym & drug-target links
Analyze model weights & KV Cache footprints across enterprise NVIDIA GPUs
Define priority knobs to compute optimal model utility thresholds
Penalizes candidates with accuracy ratings below the prompt's scientific complexity threshold.
Maximizes preference for edge SLM and self-hosted models to reduce running expenses.
Favors low time-to-first-token models (<500ms) for real-time clinician interaction.
Paste or write a biomedical query to evaluate dynamic routing paths
Solve multi-metric linear programming dual-compromise frontier boundaries
Absolute maximum budget allowable per single clinical prompt transaction.
Enforces response constraints before soft Lagrangian penalty kicks in.
Enforces minimal required Scientific Fidelity Score (SFS) bounds.
| MODEL | COST | LATENCY | ACCURACY | OK | SLA SCORE |
|---|---|---|---|---|---|
| Submit query to populate SLA frontier... | |||||
No active evaluations recorded. Adjust weights and click "Calculate Multi-Model Utility Scores" to trigger.
Real-time utility ranking computed via $U_m = w_{acc}\bar{A}_m + w_{cost}\bar{C}_m + w_{lat}\bar{L}_m - P_m$
Optimize accuracy-cost-latency thresholds dynamically. Simulate real-time cloud provider outage spikes to test system auto-recovery.
Drag sliders to manually inject latency delays. Dynamic routing calculations automatically pivot around impaired providers in real time via live WebSocket state broadcasts.
Secure local PHI scrubbing & GxP narrative generation
Zero-leak safe-harbor de-identification
Active pharmacological & oncological debate
Step-level fact checking & contradiction filtering
Standardized regulatory submission draft
Immutable sovereign records stored locally for HIPAA compliance
Sequential GxP state transitions and Ami Labs certified cryptographic signature export
Sovereign clinical alignment & model customization
SOTA automated physical hardware topology & partition planner
Real-time epoch progress & checkpoint log outputs
Blue: Logarithmic Loss | Purple: Clinical PRM Alignment %
Real-time local Protected Health Information (PHI) scrubbing and de-identification stream
List of active and historic training enclaves on peer cloud systems
Real-time SLA routing matrix and latency telemetry
Validates inbound clinical resources against structural schema definitions
Grounds symptoms, marks, and drugs into standard terminologies with calibration checks
Append-only GxP-compliant transaction log secured via SHA256 hashes
Real-time FDA drug streams & PubMed study feed parser
Privacy-preserving clinical auditing with epsilon-differential privacy
Validating free-text clinical instructions against numerical physiological streams
Profiling UI-thread layout blocking during massive document streaming
Real-time SaaS unit economics, hardware-isolated cryptographic enclaves, and LLMLingua-2 prompt compression telemetry
Real-time multi-region sovereign enclave routing and transit latency
Selecting user location simulates client RTT based on fiber great-circle formulas.
Adjust clustered availability parameters to generate real-time enterprise SaaS terms
Markov-Chain Weibull survival probability projection over 60-month horizon
Raise GxP-signed support queries over disputed diagnostics with stateful HIPAA scrubbing
Multi-tenant authorization, departmental isolation, & rate limiting
Enforce active OIDC/SAML federated identity handshakes to isolate hospital department workloads (Oncology, Cardiology, Emergency) and protect sensitive HIPAA workloads.
Capture unstructured conversations & auto-generate clinical SOAP notes
Simulate exam-room audio capture. SciRoute runs specialized speaker diarization and translates dialogue into medical-grade clinical notes.
Verify black-box MCTS clinical thought traces against genetic & scientific databases
Parse complex reasoning trails, match biomedical references to local databases (dbSNP, ClinVar, PubChem, ClinicalTrials.gov), and ground reasoning steps with precise citation cards.
Harvest expert human-in-the-loop overrides & compile fine-tuning datasets
Every time an expert clinical override is approved in the sandbox quarantine, SciRoute's closed-loop engine captures the unoptimized response as Rejected and the clinician's correction as Preferred, exporting ready-to-use DPO pairs.
GraphRAG-powered insurance denial defense and automated necessity compiler
Select a medical claim denial template. SciRoute maps diagnostic ICD-10 criteria against active payer policies (LCD/NCD) using hierarchical GraphRAG chunking (4096 parent / 512 child token overlaps) to compile a bulletproof medical necessity appeal.
Asynchronous specialist clinician notes audits & clawback defense
Enter active clinician consultation notes below. SciRoute simulates predatory retrospective insurance audits to identify diagnostic contradictions or lack of medical necessity, injecting precise workflow interventions to secure full B2B reimbursements.
High-frequency waveform stream alignment joined with FHIR labs
Continuous mathematical solver integrating 250Hz ECG and SpO2 waveforms aligned with sparse clinical FHIR lab entries. Resolves continuous bilinear State-Space Mamba equations to forecast patient deterioration risks.
Asynchronous panel resolving therapeutic collisions & clinical conflicts
Simulates Oncology, Cardiology, and Emergency department heads negotiating treatment constraints for patient crisis scenarios. Validates contraindications to compile optimized consensus plans.
Real-time NLI factuality check, semantic vector drift & systems telemetry anomalies