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BS-AI / One of 9 Core Subsystems

Give Every Robot a
Brain That Thinks

BS-AI is BigSight CloudTrace's three-end integrated robot AI service platform spanning device, cloud, and APP. It delivers standardized, configurable, and scalable AI capabilities for lawnmowers, patrol bots, cleaners, delivery robots, and more — giving every robot a brain that thinks.

Quick Tour

Get to Know BS-AI in 60 Seconds

BS-AI product demo cover
The Robot's Cognitive Brain

Give Every Robot a Brain That Thinks

We don't just build software — we accelerate your robot's commercialization. BS-AI productizes high-barrier AI capabilities like visual perception, path planning, human-robot interaction, and intelligent Q&A.

Through SaaS subscription, you can equip your robots with "see, hear, and think" intelligence — without building an algorithm team from scratch.

Perception & DecisionInteraction & Q&AOperations & Evolution
Product Value

Is Building AI In-House Really That Simple?

Click a pain point on the left to see how BS-AI solves it

Impact

¥5M+

Annual algo team cost

BS-AI Solution

Zero Algo Team, Plug & Play

BS-AI standardizes perception, planning, and interaction into APIs/SDKs — integrate and go

100% reduction in algo team investment

You have the technical capability — you just shouldn't waste time reinventing the wheel.

Key Advantages

Six Core Advantages. Why BS-AI?

Not a feature list — these are your competitive moats.

Full-Stack AI, One Platform

Perception, planning, interaction, Q&A, knowledge base, model management — all in one suite

7 modules

Cloud-Edge Synergy

100ms real-time response on-device, infinite cloud compute for complex inference

Edge ≤100ms

Hour-Level Iteration

Visual training pipeline + canary release + data feedback loop: algo iteration shifts from months to hours

100× faster iteration

Multi-Language, Global Ready

Built-in CN/EN/TW; Q&A and interaction auto-detect language and respond natively

CN/EN/TW

Modular Subscription

Subscribe by module or scenario pack, or deploy fully on-premise — pay only for what you need

Subscribe or on-premise

Scenario-Ready Out of the Box

Four pre-built scenario templates (mowing, patrol, cleaning, delivery) activate within 7 days of subscription

New scenario < 4 hrs
Architecture

Brain Synergy + World Model + VLA Action Loop

An integrated architecture of edge reaction, cloud reasoning, world-model memory, and VLA action execution

Lightweight models run on the robot for perception, avoidance, local routing, and motion control, keeping millisecond-critical actions on-site.

On-device vision/LiDAR fusionLocal path replanningONNX/TensorRT/NCNN lightweight inference
Core Functions

Seven Core Functions, Mix and Match Like Building Blocks

Perception, planning, interaction, Q&A, knowledge base, model management, and scenario AI — covering the full robot intelligence chain.

Multi-Sensor Fusion: Visual + LiDAR spatiotemporal sync, 10+ obstacle classes
Semantic Map Building: Auto-classify lawn/road/building/water/flower bed with tile-based incremental updates
Dynamic Obstacle Prediction: Not just detection — predict motion trajectories 2 seconds ahead
Cloud-Edge Collaborative Inference: Local processing <100ms for standard cases; complex cases auto-offloaded to cloud
AI Perception & Map screenshot
Click to enlarge
Scenarios

Three AI Scenarios Connecting Model Capability to Business Outcomes

Following leading AI platform pages: use scenarios to explain model capability and metrics to prove value.

Autonomous Work Intelligence

Autonomous Work Intelligence

For mowing, cleaning, and inspection, provide coverage planning, dynamic obstacle avoidance, anomaly detection, and route optimization.

30%+ efficiency gain
Natural-Language Command & Support

Natural-Language Command & Support

Let users dispatch tasks, ask questions, explain faults, and self-serve support through voice or text.

70%+ support queries replaced
Private Industry Knowledge & Models

Private Industry Knowledge & Models

Turn manuals, SOPs, maintenance experience, and industry data into private knowledge and model capabilities.

100× faster iteration
Solutions

Six Solution Packages Bringing Advanced AI into Real Robot Workflows

Not just concepts: brain synergy, world models, VLA, RAG, and data flywheels are packaged into subscribable, integrable, reviewable scenario capabilities.

Commercial Mowing AI Package

For parks, golf courses, and property lawns, packages coverage planning, no-go recognition, fleet coordination, and quality replay into a subscribable capability.

Deployable AI Tech
  • Large-area coverage planning
  • Lawn/flower bed/water semantic recognition
  • Multi-robot coordination and work QA
Turns commercial mowing from single-robot automation into an operable, reviewable robot work network.

Home Mowing AI Package

For home yards, strengthens boundary recognition, child/pet avoidance, voice tasks, and app guidance so users configure less and learn less.

Deployable AI Tech
  • Boundary-free or weak-boundary recognition
  • Dynamic child and pet avoidance
  • Natural-language task dispatch
Lowers onboarding friction and makes the robot feel like an assistant that understands yard goals.

Inspection AI Package

For park, power, fire, and property inspection, combines target recognition, anomaly recheck, RAG Q&A, and report generation.

Deployable AI Tech
  • Meter, door/window, and fire-object recognition
  • Multimodal anomaly recheck
  • Automatic inspection report generation
Moves inspection from photo evidence to anomaly understanding, knowledge explanation, and closed-loop handling.

Cleaning AI Package

For offices, parks, and public-space cleaning, recognizes surface materials, stain levels, edge rework, and no-go strategies.

Deployable AI Tech
  • Room and floor-material recognition
  • Stain-level detection
  • Edge cleaning and rework strategy
Upgrades cleaning robots from fixed route execution to environment-aware work strategies.

Delivery AI Package

For buildings, hotels, and hospitals, combines order semantics, elevator/gate status, crowd density, and natural-language confirmation.

Deployable AI Tech
  • Multi-order route optimization
  • Elevator, gate, and crowd-state understanding
  • Voice and message delivery confirmation
Turns delivery from basic navigation into a fulfillment system that understands building operations.

Golf Cart AI Package

For golf bag carts, combines fairway semantic maps, player/bag following, safe parking, and voice summon.

Deployable AI Tech
  • Fairway semantic map
  • Player and bag following recognition
  • Safe parking and voice summon
Upgrades bag carts from remote-controlled movers to assistants that understand fairway routes and service rhythm.
Value

Proven Intelligence Value of BS-AI

≥98%

Mowing Coverage

Mowing coverage reaches 98% or higher

≥95%

NLU Accuracy

Natural language understanding accuracy reaches 95% or higher

70%+

Support Queries Replaced

AI Q&A assistant replaces 70%+ common support inquiries

100×

Faster Model Iteration

Visual training pipeline shifts algorithm iteration from months to hours

Get Started

Your Robot Deserves a Smarter Brain

Join leading robot companies using BS-AI to shorten time-to-market by 10 months and cut R&D costs by 70%+

Some interface images above are system mockups, not actual screenshots. The actual system UI is as demonstrated by our sales team.