AI that works in the
real world.

Most AI platforms stop at the model. SolutionEngine takes you all the way to production with integrated data, logic, and infrastructure.

Computer Vision Pipelines

Enterprise video operations from camera ingestion to incident workflow.

The Problem

Teams often stitch VMS, model servers, and alert tools manually, creating brittle integrations and weak operational visibility.

The Solution

Use governed workflows to ingest RTSP streams, apply detection models, enforce business rules, and route incidents to your existing systems.

Key Capabilities

  • Multi-site RTSP ingestion with stream health checks
  • Policy-based detection and event routing
  • Integration with VMS, ticketing, and notification systems
  • Audit-ready event logs with retention controls

Ideal Teams

Physical SecurityRetail AnalyticsSmart CitiesManufacturing
Vision PipelineLive event flow
Camera events → model decisions → incident response
Ingest
Infer
Route
Act
01
Camera Ingestion
RTSP streams + health checks
02
Vision Inference
Detection and tracking policies
03
Operational Rules
Routing, escalation, and SLAs
04
Incident Actions
Alerts, tickets, and audit logs
Industrial IoT & Automation

Connect sensors to decision logic for predictive maintenance and control.

The Problem

OT and IT systems are disconnected. Sensor data is stuck in silos and hard to act on.

The Solution

Ingest MQTT/Modbus data, run predictive models, and trigger PLCs or alerts automatically.

Key Capabilities

  • MQTT & OPC-UA connectivity
  • Anomaly detection models
  • Edge-local execution
  • Equipment health monitoring

Ideal Teams

ManufacturingLogisticsEnergyUtilities
Industrial FlowSensors to action
MQTT
Detect
Rules
Trigger
AI System Monitoring

Full observability for production AI models and workflows.

The Problem

Models degrade in production, and 'black box' failures are impossible to debug.

The Solution

built-in logging, performance metrics, and drift detection for every execution.

Key Capabilities

  • Inference latency tracking
  • Input/Output data logging
  • Error rate alerting
  • Custom business metrics

Ideal Teams

MLOps TeamsPlatform EngineersCompliance Officers
Monitoring Center
Live health
Collect
Observe
Alert
Govern
Latency SLA
Within target
Status
Traffic Health
Stable
Status
Error Monitoring
Active
Status
Drift Detection
Enabled
Status
Research to Production

The fastest path from Jupyter notebook to scalable API.

The Problem

Translating experimental code into production microservices is slow and error-prone.

The Solution

Import models directly, wrap them in workflows, and deploy as auto-scaling APIs.

Key Capabilities

  • One-click model import
  • Auto-generated APIs
  • Scalable infrastructure
  • Version control included

Ideal Teams

Data ScientistsAI StartupsR&D Labs
Research to ProductionNotebook to API
Build
Package
Deploy
Validated notebook artifacts → production API endpoint
.ipynb
Notebook
Production API

Ready to build?

Join thousands of engineers building real-world AI systems with SolutionEngine.