Service 03 · Vision AI
Vision AI
Monitor assets and spaces with computer vision tuned to your environment. Detect issues, trigger alerts, and capture evidence without relying on manual checks.
What you get
Detection tuned to your site, actionable alerts, and dashboards that operations teams can own.
Purpose-built detection
Models trained on your cameras and conditions for parking occupancy, safety PPE, defects, or intrusions.
Real-time alerts
Send notifications to the right channel with snapshots, timestamps, and location context.
Dashboards & evidence
See trends, false positives, and resolved events; export clips for audits and incident reports.
Edge-ready pipeline
Deploy to edge devices for latency and privacy, or run in the cloud for centralized oversight.
Outcomes
Safer sites, fewer manual rounds, and clear evidence when something goes wrong.
Automate repetitive monitoring so staff focus on action, not watching feeds.
Tuning and evaluation loops reduce noise and keep teams responsive.
Logged detections and snapshots help with audits, insurance, and incident reviews.
Reusable pipelines make it easy to add new locations, cameras, and use cases.
How it works
A practical rollout that balances performance, privacy, and maintainability.
Site survey
Review camera coverage, network, and the exact events you need detected.
Data & labeling
Collect representative footage, label key objects and behaviors, and prepare evaluation sets.
Train & test
Fine-tune models, run accuracy and latency tests, and harden against edge cases.
Deploy & handover
Roll out to edge or cloud, set alert thresholds, and train operators on monitoring and triage.
Deliverables
Everything needed to keep detections reliable across sites.
Models & pipeline
Optimized models, inference pipeline, and deployment configs for your hardware.
Alerting playbook
Alert channels, severity levels, and response steps defined with your team.
Ops dashboard
Event logs, performance metrics, and tools to adjust thresholds and exclusions.
Training & runbook
Operator training, maintenance schedule, and escalation paths.
Bring intelligence to your cameras
We’ll scope your top scenarios and launch a measurable MVP with clear ROI.