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We build and run our own AI platforms. Visylix, our automated AI based video surveillance system, ships as a product on your infrastructure, not as a project that ends. The team that built it also takes on custom AI, computer vision and agentic systems for enterprises worldwide.
Aptibit Technologies is an AI product company headquartered in India. We build our own platforms and put our name on them. Visylix, our automated AI based video surveillance system, runs 22 in-house AI analytics, a live intelligence layer, and an on-premise copilot entirely on the customer's own infrastructure. The same engineering bench takes on custom AI for enterprises that need something built rather than bought.
Automated AI based video surveillance. Sudarshan watches every feed and turns detections into automation rules that decide and escalate on their own. Radha answers and operates the system in plain language. Twenty-two AI analytics, all developed in-house, all running on the customer's own hardware, never priced per camera.
Built for smart cities, enterprises, and security teams that cannot send video to a cloud.
Face recognition, person tracking, ANPR, intrusion detection, line crossing, PPE and more, all developed in-house. Per-camera anomaly and tamper baselines adapt to your site. ONVIF vendor device packs cover the top five camera brands.
On-premise AI assistant with 77 tools. Manage cameras, recordings, alerts, and playback via natural language.
Live AI on the wall. 12 models overlay the focused feed while the rest of the grid stays clean, operators arm watches in plain language, and automation rules correlate video with access control and dry-run before they go live.
Proprietary high-performance engine handles thousands of concurrent streams per node, with multi-cluster federation designed toward city-scale estates.
Sub-second live view over WebRTC with real-time AI analytics on the same feed, so operators act on what is happening now.
RTSP, RTMP, HLS, WebRTC (WHIP/WHEP), SRT, ONVIF, GB28181, and HTTP-FLV. 200+ API endpoints. Connect any camera, anywhere.
Full on-premise deployment with no cloud dependency. 55+ languages supported including 13 Indian languages and RTL scripts (Arabic, Hebrew, Persian, Urdu).
Ask in plain language and Radha runs your entire VMS: search video by description, investigate incidents, get morning briefings, enroll faces, author automations — she even sees and listens to your site. Entirely on your own hardware. No other VMS copilot we know of is conversational, action-taking and fully on-premise at once.
Ask in plain language and Radha executes. She runs 77 real tools covering every VMS feature: cameras, recordings, alerts, automations, investigations, even user management and licensing. She does the work, not just the talking.
Say what you mean — in any of 55+ languages, and she answers in yours. Radha understands follow-ups, remembers context, remembers your site's camera nicknames, and even takes spoken questions through fully local voice input.
Radha never makes things up. Every answer comes from your live system — and for open questions she runs a real multi-step investigation, returning findings with a replayable evidence timeline. She can even look at a camera and describe the scene.
The model stays warm and resident on your hardware, so answers come back in under a second. Radha is ready the moment you are, every single time.
Purpose-built on an on-premise language model running entirely on your own infrastructure. Your video and conversations never leave the building. Fully air gap ready with zero cloud dependency.
Destructive actions need your explicit confirmation naming the exact target. Role-based access on every tool, discriminatory searches refused, prompt-injection defense, and a complete audit trail of every action Radha takes.
When was James in the building today?
James was recognised 4 times today: 08:52 at the Main Entrance, 09:14 in the Lobby, 13:03 at the Cafeteria, and last seen at 17:41 at the Employee Gate. Want me to play any of those moments?
Find a person in a red jacket near the entrance this morning
I found 3 matches. The strongest is at 08:12 on the Main Entrance camera. Shall I open the recording at that exact moment?
Summarise my shift
All 24 cameras online, 7 AI alerts (2 unacknowledged, both low severity), zero PPE violations, 34 days of storage runway. Nothing needs escalation — printable report is ready.
Building Visylix forced us to solve production computer vision, on-premise LLM serving, real-time streaming and operator-grade UX for ourselves. We take that same engineering on for companies that need something built rather than bought.
Reference designs showing our architecture across AI, engineering, design, and marketing. Figures are modelled targets, not measured customer results.
We don't just promise AI. We build systems designed to run continuously, degrade safely, and stay maintainable after handover.
Every solution we build starts with intelligence baked in, not bolted on as an afterthought.
We ship code that handles real traffic, real users, and real edge cases. Not just demos.
From concept to deployment to optimization, we own the entire lifecycle of your product.
Architecture planned for an order of magnitude of growth from the start, and sized against your real workload rather than a headline number.
Our engineers come from top institutions, battle-tested on the hardest problems in AI and systems.
Clean code, comprehensive tests, zero shortcuts. We build things we're proud to put our name on.
Named clients, in their own words. From an enterprise AI video platform to a complete institutional digital backbone, delivered by our own engineers.
22
In-House AI Analytics
8
Industries Served
55+
Languages Supported
2024
Founded in Kolkata
“Aptibit delivered the enterprise AI video platform we needed, fast, stable, and built to scale. Easily the sharpest engineering team we have worked with.”
Amit Kumar Arora
CEO, Digi System
“Aptibit turned a complex AI vision into a production grade platform. Clear communication, zero drama, and results that went beyond what we scoped.”
Abhishek Dave
CEO, True Pixel
“Aptibit rebuilt our entire digital backbone, our website, online exam platform, and a full university management system. Everything finally works as one. They felt like our own tech team.”
Jyoti Sharma
CEO, Yatharth Educational Services
Whether you're looking to integrate AI into your existing systems, build a new product from the ground up, or scale an idea to millions of users, we're the team that makes it happen.
The questions we are asked most. Hundreds more are answered on the full FAQ page.
Aptibit Technologies is an AI product company based in Kolkata, India. Our flagship product is Visylix, an automated AI based video surveillance platform that ships with 22 in-house AI analytics, Sudarshan live intelligence and automation, and Radha, a fully on-premise AI copilot. The same engineering team also builds custom AI for enterprises: computer vision, agentic AI systems, RAG pipelines, LLM fine-tuning and AI copilots, alongside software engineering, product design and digital marketing.
Aptibit offers custom AI/ML model development, computer vision solutions, NLP and generative AI, agentic AI systems, RAG pipeline development, LLM fine-tuning, AI copilot development, predictive analytics, AI consulting, software engineering, product design, and digital marketing.
Visylix is Aptibit's automated AI based video surveillance platform: the system watches, decides and acts rather than just recording for someone to review later. Sudarshan puts live AI on the operator's focused feed and runs the automation rules; Radha, a fully on-premise copilot with 77 tools, operates the system in plain language. It ships 22 AI analytics developed in-house, including face recognition, ANPR, crowd detection, person tracking and pose estimation, scoped to your plan rather than flat-included. It delivers sub-second live view over WebRTC, is built for thousands of concurrent streams per node in internal testing, and deploys on-premise, edge, hybrid or cloud.
AI development costs in India typically range from $10,000 for a proof of concept to $50,000-200,000 for full production systems. Aptibit Technologies offers competitive pricing with enterprise-grade quality, from rapid prototyping in 2-4 weeks to full production deployment in 3-6 months.
Aptibit Technologies is headquartered in Kolkata, West Bengal, India. We serve businesses across India, the United States, United Kingdom, UAE, Singapore, Australia, Canada, and Germany.