FAQs

What types of projects does AKT Vision support?

We support CCTV analytics, machine vision, industrial inspection, embedded AI, camera firmware, integrated hardware, and digital transformation initiatives.

Can AKT Vision develop both software and hardware?

Yes. We can combine AI models, application software, embedded firmware, cameras, optics, lighting, edge computers, controllers, and custom electronics into one system.

How does a typical project begin?

We start by reviewing the operational problem, environment, available image or video samples, performance targets, device constraints, timeline, and integration requirements.

Can you build a proof of concept before full deployment?

Yes. A focused proof of concept is often the best way to validate data quality, technical feasibility, accuracy, processing speed, and expected business value.

Do you provide support after deployment?

Post-deployment scope can include model improvement, firmware and application updates, device monitoring, troubleshooting, documentation, and maintenance planning.