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Technical Architecture

Full-Stack Infrastructure
Documentation.

Five integrated infrastructure layers. Institutional-grade security. Regulatory compliance by design. Built for the precision requirements of biotech commercialization at scale — engineered with the architecture standards of Palantir, Databricks, and Tempus AI.

< 0ms
AI Latency
0%
API Uptime
0M+
Events/Day
Infrastructure Stack

Five-Layer Architecture Model

Click any layer to inspect its components, performance characteristics, and integration points.

Layer 01
AI Intelligence Layer
ACTIVE
OpenAI GPT-4o
Grok 2
BioBERT
Multi-Agent Orchestrator
Vector Memory
RAG Pipelines
Integration Points
Automation
Backend
Analytics
Security

System Performance Benchmarks

Verified infrastructure metrics — trailing 12-month production data

< 280ms
AI Inference Latency
p95 across all models
99.97%
API Availability
trailing 12-month SLA
10M+ / day
Data Throughput
events processed
< 50ms
Vector Query Latency
pgvector similarity search
< 1.2s
Compliance Scan Speed
full CIPHER evaluation
50,000+
Concurrent Workflows
simultaneous executions
Infrastructure Uptime — Last 90 Days
99.97%
90 days ago
OperationalDegraded < 12min
Today
Data Flow Architecture

API & Data Movement Flows

Three primary data pipelines — each showing how information moves through the full infrastructure stack in real time.

Investor Outreach Flow
Step 1 / 6
Investor Signal Ingestion

AI agents scan LinkedIn, Crunchbase, SEC filings, and biotech press for investor activity signals

01
Multi-Agent Analysis
02
Personalized Content Generation
03
CIPHER Compliance Scan
04
Multi-Channel Deployment
05
Response Analytics
06
01 — Investor Signal Ingestion

AI agents scan LinkedIn, Crunchbase, SEC filings, and biotech press for investor activity signals

Full Tech Stack

Component-Level Documentation

Every infrastructure component, its architectural role, and integration context — documented to institutional engineering standards.

OpenAI GPT-4o
Primary Inference

Scientific document analysis, investor narrative generation, regulatory text interpretation

Grok 2
Reasoning Augmentation

Real-time reasoning augmentation, competitive intelligence, market signal processing

BioBERT Fine-Tuned
Domain NLP

Domain-specific biomedical entity recognition, clinical concept extraction

Multi-Agent Orchestrator
Orchestration

Coordinates parallel AI agent execution across scientific workflows, manages task routing and result synthesis

pgvector + RAG
Memory System

Persistent scientific context via vector embeddings, retrieval-augmented generation from indexed literature corpus

Compliance & Certifications

Enterprise Trust Infrastructure

Compliance capabilities designed to pass institutional procurement reviews, regulatory due diligence, and enterprise security audits.

Active
FDA 21 CFR
Part 11 + 820
Active
EMA EudraLex
Volume 4 GMP
Active
HIPAA §164
PHI Protection
Active
GDPR Art.6
Lawful Basis
Active
ICH E6(R2)
GCP Standard
In Progress
SOC 2 Type II
Q3 2026
In Progress
ISO 27001
Information Security
Active
AES-256
End-to-End Encryption

Encryption Architecture

AES-256-GCM at rest for all tenant data
TLS 1.3 enforced on all API endpoints
Zero plaintext at any infrastructure layer
Key rotation on 90-day automated cycle

Audit Log Infrastructure

Cryptographically signed append-only logs
Every AI decision fully traceable with provenance
Immutable event store — no delete capability
7-year retention for GxP compliance

Tenant Isolation Model

Physical storage isolation per enterprise tenant
No shared inference context between tenants
Isolated compute with guaranteed resource allocation
Zero cross-tenant query execution paths

Scalability & Deployment Architecture

Horizontally scalable infrastructure designed for zero-friction enterprise growth — from single-site deployments to global institutional contracts.

Deployment Scale Tiers
Starter InfrastructureUp to 10K events/day
Up to 5 seats
Professional DeploymentUp to 500K events/day
Up to 50 seats
Enterprise InfrastructureUp to 5M events/day
Unlimited seats
Institutional Contract10M+ events/day
Multi-org deployment
Comparable Infrastructure Positioning
PalantirArchitecture

Data infrastructure logic + institutional deployment model

DatabricksData Layer

Unified analytics + AI compute layer design

NVIDIA Enterprise AIAI Layer

Multi-model orchestration + inference pipeline architecture

Tempus AIDomain Fit

Clinical AI + regulatory-aware scientific data pipelines

Veeva SystemsMarket Position

Life sciences vertical SaaS + compliance-first architecture

Default deployment

Cloud-Hosted (SaaS)

Managed multi-tenant deployment on Vercel + Supabase + Cloudflare edge. Zero infrastructure management for the customer.

Enterprise contracts

Private Cloud (Enterprise)

Dedicated single-tenant deployment in AWS, Azure, or GCP. Full data residency control, isolated from shared infrastructure.

Institutional / Gov

On-Premise (Sovereign)

Customer-managed infrastructure deployment for air-gapped environments, government agencies, and sovereign cloud requirements.

Investor Readiness

Infrastructure Built for Institutional Due Diligence.

Every architecture decision is documented to institutional standards. Technical due diligence packages, security audit reports, compliance certifications, and infrastructure architecture briefs are available to qualified investors and enterprise procurement teams on request.

Full technical architecture documentation package available
Security audit reports from third-party penetration testing
Compliance certification evidence for all active frameworks
Infrastructure scalability and disaster recovery documentation
AI model evaluation methodology and accuracy benchmarks
Technical Architecture Brief
Available on NDA
Security Penetration Test Report
Q1 2026 Completed
Compliance Certification Evidence
Full Package Ready
Disaster Recovery Documentation
RPO 4hr / RTO 15min
AI Model Accuracy Benchmarks
Third-Party Validated
Infrastructure Scalability Report
Load-Tested to 50K TPS
Data Privacy Impact Assessment
GDPR Art. 35 Compliant

Infrastructure-First.
Deployment-Ready.

Schedule a technical architecture review with our scientific solutions team. We deliver a full deployment blueprint, compliance coverage map, and integration assessment — within 48 hours, no commitment required.