Connecting Intelligence Before Upgrading Hardware: Why Gujarat Police’s Sentinel Platform Points to the Future of Public Safety

The default reaction to modernizing public safety infrastructure usually sounds something like this: “We need better hardware.” More 4K cameras, newer edge devices, heavier sensors.

But across urban transit, municipal networks, and public zones, the core operational bottleneck is rarely a lack of camera coverage—it’s fragmentation. Dozens of isolated CCTV setups coexist across different departments, built by different vendors across different eras. Critical intelligence remains trapped in silos, forcing human operators to act as manual bridges between disparate systems.

At Niyamic, our thesis is simple: the first step to safer cities is to connect intelligence—not replace every camera. 

Inside the Sentinel Pilot Platform

We are humbled to share that Niyamic has been shortlisted to collaborate with Gujarat Police and i-Hub Gujarat on building Sentinel—a pilot platform engineered to address this exact challenge.

Rather than requiring public institutions to scrap existing investments, Sentinel elevates legacy feeds into a cohesive, intelligence-driven network. The pilot streamlines visual data into four core operational use cases:

Crucially, it achieves this while making practical, cost-effective use of existing physical infrastructure.

What "AI-Native Product Engineering" Really Means

There is a growing gap between hype-driven AI and mission-critical engineering. Adding a standalone detection algorithm onto a server doesn't solve operational bottlenecks—in many cases, it simply creates alert fatigue.

To us at Niyamic, true AI-native product engineering means designing the complete journey from raw data to real-time decision:

Learning on the Front Lines

Designing software for public sector scale requires deep empathy for the operators using it under pressure. We are immensely grateful to the leadership at Gujarat Police and i-Hub Gujarat for inviting us into this process.

Building public safety tools is a continuous learning experience, and we look forward to testing, refining, and building alongside the teams who will rely on these platforms every day.