ForgeLab
ENTERPRISE & DIGITAL DATA
ForgeLab
DataDive
Ingest, process, normalize, and organize data from any digital source.
SOURCES
DatabasesREST APIsFTP / SFTPFiles & DocumentsCloud StorageEnterprise ApplicationsExternal Data
Databases
REST APIs
FTP / SFTP
Files & Documents
Cloud Storage
Enterprise Applications
External Data
Normalized Datasets
Data Lake
Data Warehouse
Document Repository
Data Pipelines
API-Ready DataMACHINE, DEVICE & EDGE DATA
DOIT
MultiGateway
Acquire real-time data directly from machines, sensors, and edge systems.
SOURCES
PLCMachineSensorOPC UAModbusMQTTMTConnectWebSocketCustom Protocols
PLC
Machine
Sensor
OPC UA
Modbus
MQTT
MTConnect
WebSocket
Custom ProtocolsOUTPUTS
Live SignalsNormalized TagsStreaming DataEdge EventsDevice StatusMachine Telemetry
Live Signals
Normalized Tags
Streaming Data
Edge Events
Device Status
Machine Telemetry
TRUSTED DATA LAYER
Unified Governed Secure Accessible
Trust & Quality
Ensure clean, accurate, and lineage-backed data across all pipelines.
Unified Access
Combine IT data and operational signals into one accessible fabric.
Real-Time & Batch
Support streaming telemetry as well as historical batch ingestion.
Scalable Foundation
Built for enterprise workloads with high throughput and low latency.
Ready for Intelligence
Directly feed downstream ML models, strategic solvers, and AI agents.
SHARED PLATFORM CAPABILITIES
One foundation
across every
ForgeLab product.
A common foundation. Built for real-world scale.
Visual Workflows
Configure data, model, agent, decision, vision, and analytics workflows through clear visual interfaces.
Drag. Connect. Orchestrate.
API-First Integration
Connect ForgeLab with applications, services, databases, and external tools seamlessly.
Open APIs. Endless possibilities.
Governance & Security
Manage access, lineage, versions, approvals, and audit records with enterprise-grade controls.
Audit LogModel deployed Data source added Policy updated
Observability
Monitor pipelines, models, vision events, agents, integrations, and business outcomes in real time.
Pipelines 12Models 23Agents 8Alerts 4
System Health
98%Healthy
Collaborative Workspaces
Enable technical teams and domain experts to work within the same project context.
Project: Demand Forecast
👨💻
Data EngineerWorking on pipeline
👩🔬
Data ScientistTraining model
📊
Business AnalystReviewing insights
Flexible Deployment
Run in cloud, private cloud, on-premise, edge, or hybrid environments—your choice, your control.
Deployment Options
Cloud
Private Cloud
On-Premise
Edge
Hybrid
Deploy anywhere. Scale everywhere.CloudPrivate CloudOn-PremiseEdgeHybrid
Scalable & Reliable
Enterprise-grade architecture for performance, availability, and scale as your needs grow.
Throughput12.4Kevents/sec
Uptime99.95%
Auto Scaling: EnabledRegions: 6 Active
These shared capabilities create a consistent path from the first connection to measurable outcomes.
INTEGRATION & DEPLOYMENT
Fits your stack.
Runs where you need it.
ForgeLab is designed to complement existing technology environments rather than forcing organizations to rebuild around a new platform.
Works with your ecosystem
Seamlessly connect to the systems, data, and devices you already use.
One platform architecture
Modular by design. Use what you need, connect what you have.
Deploy your way
Run in the environment that meets your security, compliance, and performance needs.
Enterprise ready
Secure, governed, and built for mission-critical operations.
WORKS WITH YOUR ECOSYSTEM
Connect from your data sources, systems, and devices.
Database
Cloud storage
REST API
MQTT
FTP / SFTP
WebSocket
Files
Enterprise applications
Camera / CCTV / RTSP streams
Message brokers
Image & video files
Existing data lake & warehouse
Edge vision devices
Identity provider & SSO
Embedded application & iframe
ForgeLab
Modular Data & AI Platform
DataDive
Machine Learning
Strategic Solver
Agentic AI
Analytics
ForgeLab Vision
DEPLOY YOUR WAY
Run ForgeLab in the environment that fits your needs.
Public Cloud
Elastic, scalable, and managed in your preferred cloud.
Private Cloud
Isolated environment with full control and customization.
On-Premise
Deploy behind your firewall with complete data sovereignty.
Edge
Run close to machines, cameras, and operational environments.
Hybrid
Combine environments for flexibility and optimization.
One platform architecture. Multiple deployment models.
ForgeLab can be the primary platform or an intelligence layer that complements your existing systems.
Open & Connected
Integrate with the tools, protocols, and platforms you already rely on.
Maintain Control
Keep your data, policies, and operations under your governance.
Flexible Architecture
Start small, scale across teams, sites, and use cases.
Secure by Design
Built-in security, access control, encryption, and compliance.
Built for Performance
High-throughput, low-latency processing for real-time and complex workloads.