Questions
Frequently Asked Questions
The common questions and the honest answers — about floor cleaning robots, AI calling agents, pilots, and deployments.
Yes. The AiRK AMR system is designed for mid-size commercial facilities from 3,000 to 10,000 sqm — including malls, airports, hospitals, logistics hubs, and corporate campuses — primarily across UAE and India.
It maps the facility, plans optimal cleaning routes, avoids obstacles and people, and returns to its docking station without operator intervention. Cleaning runs can be scheduled during off-hours to minimize disruption.
Current deployment focus:
- Malls and large retail environments
- Airport terminals and gate areas
- Hospital corridors and public areas
- Corporate campuses and office buildings
- Logistics parks and warehouse floors
Primary markets are UAE and India. The system is suited to facilities with 3,000–10,000 sqm of cleanable floor area. Smaller or larger facilities may be scoped separately — contact us to discuss.
For the AI Calling Agent: yes — it runs on an NVIDIA Jetson Orin Nano platform that we configure, program, and deploy as a complete edge system.
For the Autonomous Mobile Robots and Smart Monitoring Drones: the hardware (robot chassis / drone airframe) is partner-sourced. AiRK's value is the AI orchestration layer, integration, and deployment model. We select the right hardware platform for your environment and load requirements, and we own everything on top: navigation, fleet management, vision AI, and system integration.
India, the UAE, and the USA.
Each market has distinct regulatory, connectivity, and language requirements. Our systems are designed with all three in mind — particularly the multilingual capabilities of the calling agent, which reflect the mixed-language reality of logistics operations in the Gulf and South Asia.
The AI Calling Agent supports English, Arabic (العربية), Hindi (हिन्दी), Malayalam (മലയാളം), Tamil (தமிழ்), Telugu (తెలుగు), and Kannada (ಕನ್ನಡ). It also handles bilingual, code-switched conversations — for example, calls that move between Arabic and English, or between English and an Indian language, as commonly happens in Gulf and South Asian logistics operations. Urdu is also supported for Gulf deployments.
Important: exact language coverage and quality varies by deployment. Confirm dialect coverage and quality with us before committing.
No. The AI Drone (10 kg payload) and the AI Electric Go-Kart are both R&D / prototype programs. They are not available for purchase, pilot, or deployment.
We're transparent about them because they represent where we're investing in applied research — not to imply they're a product you can order. See the Advanced Projects page for more detail.
No. The AI Calling Agent runs on-device at the edge. All speech processing (STT and TTS), decision-making, and workflow execution happen on the Jetson platform without a cloud round-trip.
What happens separately: telecom connectivity (SIP/GSM trunk for actual phone calls) is arranged independently and is not part of the AiRK system itself. Reporting data can optionally be synced to a dashboard — that part can use a cloud connection, but it's non-critical and asynchronous.
It depends on the product and the integration scope:
AI Calling Agent: typically 2–6 weeks from contract to live calls. Phases: integration assessment (week 1–2) → OMS/CRM integration + configuration (week 2–4) → pilot + QA (week 4–6).
Autonomous Mobile Robots (floor cleaning): typically 8–16 weeks. Phases: site assessment → facility mapping → hardware delivery and setup → navigation calibration → pilot fleet → scale.
Smart Monitoring Drones: typically 4–10 weeks, depending on site size, regulatory requirements, and model training for the specific environment.
These are indicative ranges. Complex integrations or unusual environments may take longer.
Not much to start. A 30-minute call and some basic context about your operation: what the workflow looks like, facility size and type (for cleaning robots), what systems you run (OMS, CRM, WMS, ERP), approximate daily volumes, and what you've already tried or considered.
From that, we can scope a pilot proposal with a real timeline and commercial terms.
Yes. Pilots are how we start — defined scope, bounded duration, clear success criteria. We'd rather prove the system works in your environment before committing to scale. Pilot terms are included in the pricing conversation.
