Operational Intelligence
for Manufacturing

Turn your existing CCTV infrastructure into a real-time operational intelligence layer: productivity dashboards, compliance alerts, and process visibility without adding hardware complexity.

Trusted by teams at

SuperAnnotate Sanctifai Alegion Moreton Bay Technologies Intentsify Emesent Rovio TicTag SND Good Luck Group

Visibility is the First Step to Improvement.

Most manufacturing operations have significant productivity leakage, compliance gaps, and quality blind spots, because managers lack real-time visibility into what's actually happening on the floor. Our AI layer closes that gap, using cameras you already have.

20%
Of manufacturing capacity lost to unplanned downtime
0 New Cameras
Attaches to your existing CCTV infrastructure
Day 1
Operational insights from the first day of deployment

CCTV AI for Manufacturing (CAM)

CAM is Biz-Tech's core AI platform for manufacturing operations. It sits as an intelligence layer on top of your existing camera infrastructure, ingesting video, running computer vision inference, and surfacing metrics and alerts through an operations dashboard.

No rip-and-replace. No complex integrations. Deploy edge or cloud, modular by use case, and ROI-measurable from day one.

Modular by Use Case
Deploy only the modules you need - productivity, efficiency, quality, safety, or attendance.
Edge & Cloud Deployment
Deploy on-prem (Jetson AGX Orin / RTX) or cloud-based, based on your network, privacy, and latency requirements.
Consulting-Led Implementation
We start with a process diagnostic, identifying the highest-ROI use cases before designing the deployment.
CAM Architecture
Existing CCTV Cameras
Your current infrastructure, no new hardware needed
Video Ingestion Layer
RTSP / NVR stream capture and preprocessing
Computer Vision Inference
Edge (Jetson/RTX) or cloud, per use case module
Event & Metric Engine
Real-time alerts, aggregated KPIs, trend data
Operations Dashboard
Manager-level visibility, reports, action layer

Five High-ROI Use Cases

Each module targets a measurable operational pain point with clear economic value and a practical deployment path.

01

Worker Productivity Monitoring

Real-time tracking of active vs idle time, workstation utilisation, and line efficiency, giving managers objective productivity data instead of estimates.

Active / idle time breakdown
Workstation utilisation heatmaps
Shift-level productivity reports
Line throughput visibility
02

PPE & Safety Compliance

Continuous detection of PPE adherence (helmets, vests, gloves, goggles) with real-time alerts for violations and audit-ready compliance reports.

Real-time PPE detection
Violation alerts to supervisors
Zone-level compliance scoring
Audit-ready reporting
03

Quality Process Monitoring

Ensure required QC steps are being performed, SOP sequences are followed, and inspection processes are consistent, reducing defects before they reach final QA.

SOP sequence adherence
Inspection step verification
Process deviation alerts
QC workflow visibility
04

Attendance & Presence Automation

Automated floor-level presence tracking: real-time headcounts by zone, attendance visibility for shift managers, and integration with HR reporting workflows.

Live floor headcount
Zone-level presence tracking
Shift attendance automation
HR reporting integration
05

Spatial & Movement Analytics

Map movement patterns, identify workflow bottlenecks, detect congestion zones, and optimise plant layout based on actual operational data, not assumptions.

Traffic & movement heatmaps
Congestion zone detection
Workflow bottleneck analysis
Plant-layout optimisation data
+

AI Consulting & Advisory

Every deployment starts with a consulting-led process diagnostic. We identify your highest-ROI AI opportunities before any technology is deployed.

Process gap analysis
ROI & feasibility assessment
Deployment roadmap design

Flexible Deployment Models

Designed to fit your existing infrastructure, privacy requirements, and IT constraints, not to force a specific architecture.

Edge Deployment

On-premises inference on NVIDIA Jetson AGX Orin or RTX hardware. Lowest latency, full data sovereignty, no cloud dependency. Ideal for secure or bandwidth-constrained sites.

Full data on-prem
Sub-100ms latency
No internet required

Cloud-Based

Video streams processed on cloud infrastructure. Minimal on-site hardware, faster to deploy, and easier to scale across multiple facilities, suitable for stable network environments.

No on-site AI hardware
Multi-site scalable
Rapid deployment

Hybrid

Edge inference for real-time alerts, cloud aggregation for analytics and reporting. Best-of-both approach for facilities that need speed locally and consolidated data centrally.

Real-time local alerts
Centralised cloud analytics
Most flexible architecture

Transparent Pricing, Measurable Returns

A licensing model designed for manufacturing scale, with predictable costs and no hidden fees.

Pricing Model
₹2,000 /camera/month*

*Effective cost over a 3-year licensing term. One-time setup + annual licensing. Minimum 20 cameras.

One-time setup and integration fee
Annual platform licensing
Works with your existing CCTV cameras
Modular: deploy only the modules you need
Volume discounts for 50+ camera deployments
Service Commitments

Platform SLAs

99.5% Platform Uptime
Guaranteed availability for analytics dashboards and alerting systems across all deployment models.
<4 Hour Response Time
Dedicated implementation manager with sub-4-hour response within business hours for all issues and escalations.
Quarterly Performance Reviews
Scheduled model performance reviews, accuracy recalibration, and ROI assessments with your operations team.

Manufacturing Operations with High-ROI AI Potential

Our AI Solutions are designed for plant-heavy operations where productivity, safety, and quality matter, and where managers currently lack real-time operational visibility.

Assembly & Machining
Line productivity, workstation utilisation, SOP adherence for complex multi-step processes.
Industrial Process
PPE and safety compliance for hazardous environments, spatial analytics for large plant footprints.
Inspection-Heavy Operations
QC process monitoring, inspection step verification, defect prevention upstream of final QA.

Who We Work With

Managing Directors & CXOs
Evaluating AI as a strategic lever for margin improvement and competitive positioning. Need clear ROI projections and a realistic deployment timeline.
Plant Heads & Operations Leaders
Run the floor and skeptical of tech that breaks on the line. Need AI that proves itself fast with visible results on productivity, safety, or quality.
IT & Digital Transformation Leads
Technical gatekeepers evaluating integration complexity, data security, and vendor fit. Need a solution that works with existing CCTV, ERP, and SCADA infrastructure.

See Your Factory Through AI Eyes

We start with a process diagnostic to identify your highest-ROI AI opportunities, then deploy a targeted pilot with measurable outcomes.