Page 783 - AI for Good Innovate for Impact

AI for Good Innovate for Impact

(continued)

Work-stream High-level Deliverables Status / Time-range*
Plat form & • Revamped Web UI/UX (modernized dash- Prototype Q3 FY 2025
User-Experience boards, low-latency image viewer) • Mobile App -> UAT Q3 FY 2025 -> Transport 4.10: Intelligent
Upgrades with extended capabilities (alert triage, live video production by year-end.
snapshots, offline mode).
• Predictive Analytics & Automated Incident
Reporting

Infrastructure • On-prem GPU cluster refresh (compute + stor- Hardware procurement
Scale-Up age) •Docker / micro-service hardening • CI/CD front-loaded to Q1 to
& monitoring extensions for multi-tenant deploy- unblock model onboard-
ments ing.
Documentation • Ops runbook, model cards, API/SDK bundles Iterative drafts aligned to
& Enablement • Customer-facing sales collateral and demo envi- feature readiness.
ronment

3 Use Case Requirements

• REQ-01: It is critical to provide real-time video processing capabilities with sub-second
inference speeds to ensure timely detection and response in dynamic industrial
environments.
• REQ-02: It is mandatory to seamlessly integrate with existing CCTV and sensor systems
across large-scale industrial facilities, ensuring smooth deployment and leveraging
existing infrastructure.
• REQ-03: It is critical to ensure high-accuracy detection of events such as fire, smoke, PPE
non-compliance, and facial recognition, using custom-trained AI models tailored to the
specific industrial context.
• REQ-04: It is mandatory to enable system scalability that supports hundreds to thousands
of camera feeds simultaneously, ensuring performance remains robust as deployment
scales.
• REQ-05: It is critical to establish robust data storage, security, and privacy protocols for all
operational safety data, protecting sensitive information and ensuring compliance with
safety and regulatory standards.
• REQ-06: It is mandatory to maintain continuous learning and regular model updates
through automated feedback loops, allowing the system to adapt to new scenarios and
improve over time.
• REQ-07: It is critical to deliver a user-friendly dashboard for real-time monitoring, event
reporting, and alert management, enabling operators to respond quickly and effectively
to incidents.

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