SaaS Platform
FlowforestCloud Management

SaaS Platform

Edge AI Device Fleet Cloud Management Platform

Centrally manage thousands of FFI8805 edge devices for model deployment, OTA updates, real-time monitoring, and anomaly diagnostics, enabling automated operations for large-scale AI inference infrastructure.

0%
SLA Availability
0+
Managed Devices
0s
Monitor Interval
0/7
24/7 Monitoring
Core Features

Complete Device Management

From OTA updates to anomaly diagnostics, SaaS Platform provides everything needed for edge AI device operations.

OTA Model Updates

Differential updates with A/B partition switching, minimizing update time and bandwidth. Supports canary releases and auto-rollback.

Real-time Monitoring

WebSocket real-time device status push including CPU/CIM utilization, temperature, memory, and inference latency.

Anomaly Diagnostics

ML-driven anomaly detection engine, automatically identifying hardware failures, performance degradation, and model drift with root cause analysis.

Model Repository

Centralized AI model version management with signature verification, A/B testing, and automated deployment pipelines.

Data Analytics

Fleet-level performance analytics dashboard with custom metrics, alert rules, and report export.

Security & Compliance

End-to-end encrypted communication, RBAC access control, audit logs. SOC 2 Type II and ISO 27001 certified.

Architecture

Three-Tier Architecture

From edge devices to cloud management, SaaS Platform uses a three-tier architecture for scalability and reliability.

Edge Layer

Lightweight agent deployed on FFI8805 devices for data collection, local caching, and secure communication.

Device Agent (< 50MB memory footprint)
Local data caching & offline operation
TLS 1.3 encrypted communication

Gateway Layer

Regional gateways for device authentication, protocol translation, and data aggregation via MQTT / gRPC / HTTP.

Device authentication & access control
MQTT / gRPC / HTTP protocol bridging
Data aggregation & edge preprocessing

Cloud Layer

Kubernetes clusters with auto-scaling, multi-tenant isolation, data persistence, and API gateway.

Kubernetes auto-scaling
Multi-tenant data isolation
REST + GraphQL API gateway
Interactive Demo

SaaS Monitoring Platform Experience

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Live Monitor
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Platform Specifications

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Get Started with SaaS Platform

Contact our technical team for SaaS Platform trial account and support.