Links are not yet activated.
To activate, add a link back to submitpr.org from your website and contact @jaycosta on Telegram,
or pay via Solana (from $19.95) for instant activation.
Faridabad, India | September 2026 - Service robotics in India has, in public perception, been associated primarily with the hospitality and food-and-beverage sectors. The image is familiar: a delivery robot bringing food to a restaurant table, or a hotel corridor robot carrying room-service trays.The reality of where autonomous service robots create measurable operational value is considerably broader.
FM Robots, the service robotics vertical of Mobilise App Lab Limited and India's authorised partner of KEENON Robotics, is expanding its industry focus across healthcare, retail and shopping malls, corporate offices and commercial campuses, and warehousing and manufacturing. The rationale is direct: the operational problems that autonomous robots solve, including repetitive physical labour, inconsistent service delivery, high staff-to-task ratios, and the cost of round-the-clock operations, are not unique to hospitality. They are present across every sector where large volumes of people move, goods are transported, and facilities must be maintained to a consistent standard.
Healthcare: Where Every Staff Minute Has Clinical Value
Hospitals and healthcare facilities operate under a unique set of operational pressures. Clinical staff time is both expensive and critically limited. Hygiene standards are non-negotiable. Inter-department logistics, including the movement of medication, patient meals, linen, samples, and medical supplies across large multi-floor facilities, consume a disproportionate amount of the time of nursing staff, orderlies, and support personnel who should be focused on patient care.
The KEENON T3 addresses hospital delivery directly. As an enclosed hygienic delivery robot with automatic, password-secured, step-activated doors, the T3 protects medication, laboratory samples, and patient meals from contamination and unauthorised access during transit. Its 180-litre enclosed cabin carries up to 40 kg across adjustable shelf heights, covering a broad range of healthcare delivery requirements in a single robot. With up to 12 hours of battery life, the T3 operates across shift changes without needing a recharge during peak clinical hours.
For hospitals managing heavier logistics, the KEENON S100 handles 100 kg per trip across linen transport, equipment movement, supply delivery between departments, and bulk goods movement that would otherwise require orderlies, trolleys, and multiple manual trips. With plug-and-play deployment and three charging options including a 15-second battery hot-swap, the S100 operates continuously in 24x7 healthcare environments.
Floor hygiene in clinical areas is a patient safety requirement, not a facility preference. The KEENON C40, a 4-in-1 autonomous floor cleaner, provides scheduled cleaning of ward corridors, patient rooms, outpatient areas, and clinical spaces to a consistent standard, with IoT-managed records that contribute to hygiene compliance documentation.
In large hospital facilities, the KEENON G1 guides patients and visitors autonomously to their destination. With a 21.5-inch 1080P touchscreen and multi-language voice capability, the G1 handles wayfinding independently at the hospital entrance, freeing reception and information desk staff to handle admissions, documentation, and clinical queries. In large multi-building hospital campuses, the G1 reduces directional query volumes to the front desk significantly.
The operational benefit in healthcare is concrete: every repetitive physical task handled by a robot is time returned to clinical staff. Every kilogram carried by the KEENON S100 is a manual handling injury risk removed. Every floor cleaning cycle logged by the KEENON C40 is a compliance record created without manual paperwork.
Retail and Shopping Malls: Visibility, Cleanliness, and the Visitor Experience
Shopping malls and large retail environments operate on scale: thousands of daily visitors, tens of thousands of square metres of floor area, and a consistent requirement to maintain visual standards, visitor orientation, and cleanliness across all spaces simultaneously.
For large-floor cleaning, the KEENON C55 delivers what manual cleaning teams operating conventional machines cannot consistently achieve at this scale. With a theoretical cleaning capacity of 2,376 square metres per hour, a 60-litre clean water tank, and a five-second dual-battery hot-swap system, the C55 covers large mall common areas, atria, food court floors, and parking levels continuously, with digital cleaning reports generated by the KEENON IoT management platform for facility compliance documentation.
For visitor experience and wayfinding, the KEENON G1 provides interactive floor directories, store location guidance, promotional content display, and facility information through its 21.5-inch 1080P screen and multi-language voice interface. In a busy mall environment, the G1 handles a continuous stream of visitor queries, contributes to in-venue digital advertising, and operates autonomously without requiring staffing.
The KEENON T11, primarily a restaurant delivery robot, also functions as an in-venue marketing medium. Its 23.8-inch display, active during delivery operations, creates brand and promotional visibility in F&B zones within malls and retail spaces.
For stockroom-to-floor supply movement within larger retail formats, the KEENON S100's 100 kg courier capability reduces the manual handling burden on store staff managing high-volume product replenishment.
Corporate Offices and Commercial Campuses: Service Automation for the Modern Workplace
Corporate office environments and large commercial campuses present a distinct set of service automation opportunities. Pantry and cafeteria delivery across large floor plates, visitor reception and navigation to meeting rooms, daily lobby and common area cleaning, and mailroom supply movement across multiple floors are all tasks that occupy staff time without requiring human engagement or judgement.
The KEENON T8, with its 55 cm minimum passage width and 15-hour battery life, operates within standard office floor layouts, delivering food and supplies between the cafeteria or pantry and workstation areas. The KEENON T5 handles higher-volume delivery requirements in larger corporate cafeterias and campus dining facilities.
The KEENON G1 in a corporate lobby guides visitors to their destination, answers directional queries, and manages visitor flow at reception, reducing the time spent by front-desk staff on routine navigation assistance.
The KEENON C30, the 3-in-1 dry cleaner, maintains premium lobby and executive floor standards during working hours without creating wet floor conditions in occupied spaces. The KEENON C40 handles full daily cleaning of office floors, meeting rooms, and common areas.
For inter-floor and inter-department goods movement in large corporate campuses, the KEENON S100 handles 100 kg loads autonomously, replacing manual trolley runs that currently tie up administrative and facilities staff.
Warehousing and Manufacturing: Replacing AGVs Without the Infrastructure Cost
For warehousing, logistics, and manufacturing environments, autonomous heavy-load transport is the primary use case. The challenge for Indian operations has been the cost, time, and complexity of deploying traditional Automated Guided Vehicle (AGV) systems. AGVs require floor magnetic tape, ceiling QR codes, or physical guide markers. They take three to six months to deploy. They require significant infrastructure modification. And they are inflexible when floor plans change.
The KEENON S300 addresses this directly. A 300 kg payload robot deployable in a single day through VSLAM technology: no floor tape, no ceiling markers, no physical modifications to the facility. VSLAM allows the S300 to build its own navigation map of the environment during deployment, adapting autonomously to obstacles and route changes through AI-driven real-time replanning. Critically, the S300 has full offline capability, operating autonomously without Wi-Fi or 5G connectivity. In factory environments where network coverage is inconsistent, this operational independence is a significant practical advantage over connectivity-dependent competitors.
For environments where 100 kg loads are sufficient, the KEENON S100 provides plug-and-play deployment at similar speed, handling inter-department parts delivery, supply movement, and materials transport across factory and warehouse floors.
The KEENON C55 rounds out the warehouse offering with large-area floor cleaning suited to the scale and surface conditions of logistics and manufacturing facilities.
Across All Industries: One Partner, Full Deployment
FM Robots brings the same deployment and support model across all industries. Site surveys, floor mapping, system configuration, staff training, and post-deployment technical support are provided as standard. Local spare parts inventory and the Mobilise App Lab technical team ensure operational continuity after deployment. The KEENON IoT management platform provides enterprise-wide visibility across all deployed robots, regardless of sector.
Enterprises across healthcare, retail, corporate, warehousing, and manufacturing can arrange a site assessment and demonstration through fmrobots.in.
About FM Robots (Mobilise Robotics)
FM Robots is the service robotics vertical of Mobilise App Lab Limited, operating at fmrobots.in. It is India's authorised partner of KEENON Robotics, managing sales, deployment, training, and after-sales support for KEENON's commercial service robot portfolio across India.
About Mobilise App Lab Limited
Mobilise App Lab Limited is an enterprise SaaS and digital transformation company with 13+ years of experience serving Indian enterprises. NSE SME listed, ISO 9001:2015 and ISO 27001:2013 certified, and CMMI Level 3 appraised, Mobilise has served 500+ institutions across India with deployments in 18+ state governments.
About KEENON Robotics
KEENON Robotics Co., Ltd. (founded 2010, Shanghai) has deployed more than 35,000 robots across 60+ countries and 600+ cities, with over 210 million service interactions completed. Investors include SoftBank Vision Fund 2, Alibaba, CICC Alpha, and Prosperity7 Ventures.
Media and Sales Enquiries:
FM Robots | Mobilise App Lab Limited
Website: https://fmrobots.in
Email: sales@mobilise.co.in
Phone / WhatsApp: +91-9289902728