Conflara
System Architecture
C4 Level 1 Context Diagram & Level 2 Container Diagram
C4 Level 1 — Context Diagram
Data Providers
Datasets & Feeds
Proprietary & licensed datasets
for training and fine-tuning
External APIs
Markets & Data Feeds
Real-time market data, weather,
geospatial, and financial feeds
AI & Robotics Providers
(Sellers)
Publish & monetize
models, agents & robots
Upload assets, set pricing,
manage storefronts & analytics
Enterprise Buyers
(Customers)
Discover, evaluate,
deploy AI solutions
Browse marketplace, run inference,
commission training jobs
Robot Providers
Hardware & Firmware
Industrial, service & autonomous
robots with AI capabilities
API Providers
SaaS & Inference APIs
REST/gRPC endpoints for
inference, embeddings & tooling
Cloud Infrastructure
AWS / GCP / Azure
GPU clusters, TEE enclaves,
object storage, Kubernetes
CONFLARA PLATFORM
AI Marketplace, Secure Training & Certification Infrastructure
Marketplace
Storefront
Inference
Engine
Model
Registry
Training
Pipeline (TEE)
Data
Marketplace
Agent & Robot
Marketplace
Billing, Metering & Auth
Identity, Payments, Usage
Search, Analytics & Compliance
Discovery, Audit, Notifications
Testing, Certification & Grading Engine
Models
API / UI
Datasets
Feeds
Robots
APIs
Compute
C4 Level 2 — Container Diagram
Sellers
Model Providers
Buyers
Enterprise
Data
Providers
API Gateway
Kong
Rate Limiting
Auth Validation
Request Routing
TLS Termination
Central entry point for all requests
Handles auth, rate-limits, routing
Marketplace Storefront
Next.js + React
SSR, Browse, Storefronts
Web storefront for browsing models,
agents, and datasets. Seller dashboards.
User Management
Auth0 + Custom RBAC
SSO, MFA, API Keys
Identity management, role-based
access control, enterprise SSO
Search & Discovery
Semantic + Full-text
Vector search, filtering
Hybrid search combining embeddings
with full-text for model discovery
Model Registry
Custom + MLflow
Versioning, Metadata, Lineage
Central catalog of all models with
versioning, benchmarks, and lineage
Inference Engine
vLLM + Triton
GPU-optimized serving
High-performance model serving
with batching, quantization, caching
Billing & Metering
Stripe + Custom
Usage tracking, invoicing
Real-time usage metering, Stripe
integration, seller payouts
Training Pipeline
Kubeflow + MLflow
TEE Secure Enclaves
Orchestrates training jobs inside
TEE for data privacy guarantee
Data Marketplace
Dataset catalog
Licensing, preview, delivery
Browse, license, and deliver
training datasets securely
Agent & Robot Hub
Agents & Robots orchestration
Deploy, compose, certify
Marketplace for AI agents & robots
with orchestration & safety tools
Testing, Certification & Grading Engine
Automated Evaluation Pipelines + Grade Computation
Models | Agents | Robots | Data — Bronze / Silver / Gold / Platinum
Independent testing, benchmark scoring, and
CONFLARA Certified grade issuance ($500-$10K/eval)
Analytics Service
ClickHouse + Grafana
Dashboards, metrics, insights
Platform analytics, seller insights,
model performance monitoring
Notification Service
Email, Webhooks, WS
Alerts, updates, events
Multi-channel notification delivery
for training jobs, billing, alerts
Audit & Compliance
Immutable logs
SOC2, GDPR, HIPAA
Full audit trail, compliance reports,
data residency controls
Key Data Flows
Seller -> Gateway -> Model Registry | Buyer -> Gateway -> Marketplace -> Inference Engine
Data Provider -> Gateway -> Data Marketplace -> Training Pipeline -> TEE -> Trained Model
Model/Agent/Data -> TCG Engine -> Benchmark & Evaluate -> CONFLARA Certified Grade Issued
Cloud Infrastructure (AWS / GCP)
Kubernetes | GPU Clusters | Object Storage | TEE Enclaves | CDN
Core Service
TEE / Secure Service
Infrastructure / Support
Compliance / Audit
Testing, Certification & Grading
Seller data flow
Buyer data flow
Animated flow
Platform boundary
CONFLARA System Architecture v1.0 — Confidential