Software-First Approach

Autonomy Infrastructure for
Intelligent Facilities

We're building the software platform that powers human-intervention-free facility management — starting with restrooms and expanding into security, analytics, and smart-building integrations.

>80%
Cleaning Efficacy
Hospital-grade validation
>70%
Human Time Savings
Per cleaning cycle
2,000+
Hours of Daily Runs
Battle-tested operations
20+
Sites Piloted
Across 4 countries
Core Technologies

Full-Stack Robotics + AI Platform

Proprietary computer vision and physical AI modules powering intelligent facility operations.

AI Decision Engine

Real-time scene processing with autonomous decision making for complex facility environments.

Behavior TreesTask PlanningException Handling

Computer Vision

Advanced object detection, fixture recognition, and multi-surface stain detection for quality verification.

3D Scene UnderstandingStain DetectionOutcome Verification

Autonomous Navigation

AI-driven obstacle avoidance and multi-floor path planning for seamless facility operations.

SLAM MappingDynamic ReplanningLift Integration

Cloud Platform

Scalable infrastructure for fleet management, analytics, and remote operations.

OTA UpdatesRobot APIsData Analytics

Edge Computing

On-robot processing for real-time decisions without network dependency.

Low LatencyOffline CapableSecure Processing

Continuous Learning

ML pipelines that improve performance from operational data across all deployments.

Federated LearningModel UpdatesPerformance Optimization
Architecture

Multi-Layer Software Stack

A modular, scalable architecture designed for enterprise facility management.

Application Layer

Fleet Management DashboardRemote Monitoring UIMobile Operator AppAnalytics Portal

Services Layer

Task OrchestrationSchedule ManagementCompliance ReportingHygiene Scorecards

Intelligence Layer

Scan & Plan AICleaning ValidationPredictive MaintenanceAnomaly Detection

Hivebotics is building application intelligence modules for different tasks in facilities management:

Active

Restroom Cleaning

AI-powered fixture detection, cleaning validation, and hygiene scoring

Coming Soon

Security

Patrol routines, access monitoring, and incident detection

Coming Soon

Maintenance

Predictive maintenance, equipment inspection, and anomaly reporting

Planned

Landscaping

Outdoor area monitoring and maintenance scheduling

Autonomy Layer

Path PlanningArm ControlObstacle AvoidanceMulti-floor Navigation

Hardware Abstraction

Sensor FusionMotor ControlTool ManagementSafety Systems
Platform Services

Autonomy-as-a-Service Platform

A modular, tiered services ecosystem designed to drive recurring revenue and operational intelligence.

Cleaning Robot as a Service (CRaaS)

Recurring subscription covering autonomous cleaning robots with base autonomy stack.

Fleet Management & Analytics

Remote monitoring dashboard, robot health diagnostics, and performance benchmarking.

Data Collection & Compliance

Hygiene scorecards, audit-ready reports, and historical cleaning performance data.

Advanced Autonomy Modules

Multi-floor navigation, lift integration, door automation, and complex route planning.

Security Mode (Premium)

Facility patrol routines, door lock checks, access card tapping, and incident detection.

Remote Teleoperation

High-performance monitoring infrastructure for backend operations and robot management.

Industry 5.0

Human × AI × Sustainability

Human × Robot Collaboration

Robot handles repeated, standardized tasks. Humans handle exceptions and complex tasks. Elevate staff from execution to supervision.

Measurable, Audited Hygiene

AI agents measure, validate, and report hygiene workflows, improving outcomes objectively with full compliance reporting.

Environmentally Sustainable

Reduces water utilization with steam and targeted dispersion. Reduces chemical utilization and contamination.

Strategic Partners

Powered By Industry Leaders

PickNik Robotics (USA)

  • ISO Standard Safety - Real-time robot arm control infrastructure used by NASA & US Space Force
  • Strategic partner cutting R&D time by months
  • Collaborative development of industry-leading algorithms

Kärcher (Germany)

  • World's largest cleaning equipment manufacturer
  • MOU partner and supplier for professional cleaning tools
  • Integration of high-pressure steam, vacuum & chemical systems
Hardware Platform

Purpose-Built Hardware

While software is our core focus, we design and control our hardware in-house to ensure seamless integration with our autonomy stack.

Custom AMR Platform

Designed specifically for tight spaces like restrooms, with precision navigation and compact footprint.

Multi-Tool Management

Proprietary tool-switching system enables steam, vacuum, spray, and wipe operations from a single platform.

Modular & Expandable

Scalable architecture allows hardware expansion for new use cases — security sensors, inspection tools, and more.

Software-first, hardware-enabled: Our robots are vehicles for our autonomy platform — designed for reliability, not complexity.

Future Innovation

Zero-Shot Setup Autonomy

Most robots claim "full autonomy" but require hours of manual mapping and programming. We're building robots that configure themselves — eliminating hidden deployment costs.

Spatial Discovery

Multi-sensor SLAM with semantic segmentation to detect fixtures and topology automatically.

Auto-Identification

AI models trained on global restroom variations — no human needs to label assets.

Self-Generated Plans

Converts semantics to task graphs, optimized for coverage, time, and battery.

Protected Innovation

Patent Pending: WO 2023/075687 A2

Proudly Developed & Assembled in Singapore

Ready to Transform Your Facility?

Join leading airports, hospitals, and commercial buildings already using our autonomy platform.