Discover the problem
Define the decision, exception or response that needs improvement and who owns the response.
SHIVMUDRA – AISurveillance · Edge intelligenceSHIVMUDRA follows a ten-step process that aligns cameras, infrastructure, observable rules, evidence and people before wider deployment.
Understand the environment before selecting technology.
Define the decision, exception or response that needs improvement and who owns the response.
Study routines, lighting, scene complexity, privacy boundaries and operational constraints.
Inspect field of view, position, video quality, stream access, recording and supported health signals.
Separate what the camera can see from intent, identity or policy assumptions it cannot establish.
Choose an existing capability or assess a carefully scoped custom approach.
Set zones, schedules, persistence, thresholds, exclusions and evidence expectations.
Place the edge system according to power, network, hardware, privacy and resilience design.
Observe representative conditions and compare events against agreed success criteria.
Explain evidence, limitations, investigation and the approved response workflow.
Adjust from measured findings and recommend wider deployment only with a grounded case.
Suitability depends on camera position, field of view, lighting, occlusion, video quality, scene complexity, connectivity, hardware capacity and responsible configuration.
We will assess the environment, existing infrastructure, observable condition and intended response before recommending an approach.