AI & Robotics Lab
From prototype AI demos to mission-critical intelligence in production.
Xws Solution builds AI copilots, computer vision systems, and robotics platforms that pass enterprise security reviews and survive real-world adoption. We pair a dedicated applied AI squad with platform engineers so every experiment is production-ready.
15+
models orchestrated
12
robotics cells automated
30+
ml deployments / month
Core Capabilities
Enterprise AI Solutions
LLM Products & Copilots
Secure copilots, AI agents, and retrieval applications with guardrails, observability, and enterprise access control.
- Prompt engineering & evaluation
- Vector DB architecture
- Compliance-ready audit trails
Computer Vision & Robotics
Custom models for inspection, safety, telepresence, and robotic arm control with low-latency dashboards.
- Edge deployments
- WebRTC control rooms
- Digital twin visualizations
Automation & Intelligent Ops
Workflow automation, predictive maintenance, and event-driven pipelines wired into ERP, CRM, and support tooling.
- Orchestration with Temporal
- MLOps + CI/CD
- SLO-backed incident response
Lab snapshots
Representative AI programs
Real-world deployments showcasing our expertise in AI, robotics, and intelligent automation.
Hybrid Robotics Console
3D mission planning, ROS telemetry, and OTA updates for autonomous material handling robots.
Industrial Vision QA
Transformer-based defect detection deployed on Jetson edge devices with live retraining schedule.
AI Ops Copilot
LangChain-powered assistant monitoring logs, suggesting remediations, and triggering workflows via Slack.
Platform + MLOps
Observability, compliance, and resilience by design.
- Audit logging, PII redaction, and SOC2-ready operational controls.
- Continuous fine-tuning pipelines with automated evaluation harnesses.
- Blue/green deployments, GPU workload orchestration, and budget guardrails.
Preferred stack
Automation & Intelligence
Intelligent Automation Solutions
Streamline operations, reduce costs, and accelerate growth with our comprehensive automation and AI-powered solutions. From CI/CD pipelines to intelligent workflows, we automate what matters.
CI/CD Automation
Automated deployment pipelines with GitHub Actions, Docker, and Kubernetes for seamless releases.
- Zero-downtime deployments
- Automated testing & quality gates
- Rollback capabilities
- Multi-environment management
Workflow Automation
Intelligent automation using Temporal, Airflow, and custom orchestration for complex business processes.
- Event-driven workflows
- Error handling & retries
- Scalable task processing
- Real-time monitoring
AI-Powered Automation
Machine learning models for predictive maintenance, intelligent routing, and automated decision-making.
- Predictive analytics
- Natural language processing
- Computer vision automation
- Intelligent document processing
Infrastructure Automation
Infrastructure as Code with Terraform, Ansible, and cloud-native tools for consistent environments.
- Infrastructure as Code
- Auto-scaling capabilities
- Cost optimization
- Security compliance