AboutProductsTechnologyContact
Technology

The Stack Behind
the Machines.

Every Battista product runs on a carefully engineered technology foundation — from the embedded firmware inside NEXUS to the distributed AI training infrastructure of CYBER. This is how it works.

Core Disciplines
Three Foundations
01
Autonomous Robotics
Our robotics systems combine real-time control loops, multi-axis motion planning, and environmental perception to produce fluid, safe, and reliable autonomous movement in unstructured environments. NEXUS robots run a custom real-time OS with deterministic scheduling for precise actuation.
02
Artificial Intelligence
Battista develops proprietary multi-modal AI models trained on data from real-world robot deployments. Our models handle perception (vision, depth, audio), natural language understanding (Sofia), and autonomous decision-making — all optimized for edge inference on embedded hardware.
03
Cybernetics & Integration
At the intersection of biology and technology, our cybernetics research focuses on seamless human-machine interaction — from natural language and gesture interfaces to sensor fusion systems that give machines superhuman environmental awareness.
System Architecture
How It All Connects
Hardware
NEXUS 0.1 NEXUS Pro Sensors Array Actuators Embedded MCU
↕
On-Device AI
Real-Time OS Edge Inference Engine Perception Models Motion Planner
↕
AI Interface
Sofia Assistant NLU Engine App Integrations User Context Layer
↕
Infrastructure
CYBER Platform Model Training OTA Updates Fleet Telemetry Zero-Trust Auth
Technology Stack
What We Build With
Robotics & Embedded
C / C++
Real-time control & firmware
ROS 2
Robot operating framework
Custom RTOS
Deterministic scheduling
SLAM Algorithms
Mapping & localization
Lidar / Depth Cameras
Environmental sensing
Artificial Intelligence
Python
Model training & research
PyTorch
Deep learning framework
ONNX Runtime
Edge model inference
Computer Vision
Perception pipelines
Transformer Models
NLU for Sofia
Cloud & Infrastructure
Kubernetes
Container orchestration
Kafka
Real-time data streaming
PostgreSQL
Structured data storage
Vector DB
AI embedding storage
Zero-Trust Auth
Security layer
Product & Integration
REST / gRPC APIs
Sofia integrations
OTA Update System
Remote model deployment
WebSockets
Real-time telemetry
End-to-end Encryption
Data security
Mobile SDK
User-facing interfaces
What Sets Us Apart
Our Technical Differentiators
Unified Ecosystem
NEXUS, Sofia, and CYBER are designed from the ground up to work as one system. Data flows seamlessly across hardware, AI, and cloud — creating a feedback loop that makes every product smarter over time.
Edge-First AI
Our AI models are optimized for on-device inference. NEXUS robots make real-time decisions without cloud dependency — critical for reliability in industrial environments and low-latency domestic use.
Continuous Learning Loop
Every NEXUS deployment feeds anonymized operational data back into CYBER. This means our robots and AI systems improve continuously — without user intervention or manual retraining cycles.
Security by Architecture
Security isn't a feature — it's baked into every layer. From zero-trust authentication on CYBER to encrypted communication between Sofia and third-party apps, every data path is hardened by default.
CYBER Platform
The AI Backbone
∞
Continuous Training
CYBER runs uninterrupted training pipelines that process data from every deployed Battista device in real time.
OTA
Over-the-Air Updates
Model updates are pushed directly to all connected hardware — no manual intervention, no service downtime.
0ms
Edge Inference Latency Goal
Our embedded AI pipeline is optimized to approach real-time inference at the hardware level, independent of connectivity.
E2E
Encrypted by Default
All data flowing through CYBER is encrypted end-to-end. No plaintext, no exceptions — from sensor to server.

Curious about the details?

Get in touch with our engineering team to go deeper into our architecture.

Talk to Engineering See Our Products