Implementation Process
From camera to insight in five practical steps.
Braingine follows a structured five-step implementation process designed to deliver working operational intelligence in days, not months.
Five-Step Process
A structured path from camera to outcome.
Step 01
Discovery
Identify the use case, locations, cameras, KPIs, and operational requirements.
- Define the specific operational problem to solve
- Inventory existing camera infrastructure and coverage
- Establish baseline KPIs and success metrics
- Identify integration requirements and data flows
- Map stakeholder roles and reporting needs
Step 02
Configuration
Configure models, rules, thresholds, and dashboards using MasterMind.
- Select appropriate AI models for the use case
- Define operational zones, rules, and alert thresholds
- Configure dashboard layouts and KPI displays
- Set escalation paths and notification routing
- Establish reporting schedules and formats
Step 03
Integration
Connect existing cameras and relevant operational systems.
- Validate camera feeds and stream quality
- Connect to WMS, ERP, or CMMS where applicable
- Configure edge devices or cloud processing pipeline
- Test data flow end-to-end
- Verify security and access controls
Step 04
Testing
Validate accuracy, alerts, workflows, and reporting.
- Test model accuracy against real facility conditions
- Validate alert triggers and notification workflows
- Confirm dashboard data matches operational reality
- Review reporting with operations stakeholders
- Refine thresholds and configurations based on feedback
Step 05
Go-Live
Deploy dashboards and begin tracking operational outcomes.
- Activate production dashboards and live alerts
- Brief operations teams on alert response procedures
- Establish baseline measurement period
- Begin tracking outcomes against defined KPIs
- Schedule 30-day optimization review
Traditional vs Braingine
Why Braingine deploys faster.
Traditional Computer Vision
- Months of custom AI model development
- Specialist data science and ML engineering teams
- High upfront capital commitment before any value
- Lengthy procurement and vendor evaluation cycles
- Significant change management for operations teams
- Ongoing model maintenance and retraining costs
Braingine
- Configure and deploy in days using existing cameras
- Operations teams configure — no specialist engineers required
- Validate ROI during the implementation period itself
- Straightforward procurement with clear pricing
- Familiar dashboard interfaces for operations teams
- Managed model updates and platform maintenance
Ready to see the implementation process for your operation?
Schedule a 30-minute review. Braingine will outline the specific steps and timeline for your use case.
Schedule Implementation Review