We bring AI Agents to your Operations.
Ramblr One brings AI agent capabilities into real-world operations. Reduce downtime with guided support. Increase quality while work is performed. Bring AI automation to your operators. Ready to help the moment they need it most – while they’re doing the job.
Understanding the Job is the Difference between Ramblr Agents and Standard Agents.
Built with your organization’s knowledge and real operational context, Ramblr Agents make every operator an expert in the field. Traditional agents stay locked in digital processes.
Ramblr Agent
Understands real-world context, workforce procedures, and live environments – not just desktop data. Point at an object and get grounded, multimodal guidance with confidence controls and human handoff to protect operators and outcomes.
Standard Agent
Blind to the physical world, with generic automation built around emails, tickets, and documents. Provides text-only, unverified outputs without operational context, real-world validation, or operator safety guardrails.
Start Building
Ramblr One
Ramblr One is the foundation for Physical AI deployed in the real world. Your team can build on it, or we can work alongside you. Either way, you get data automation and AI Agents customized to your operations and integrated with your existing systems.
For Developers
Platform Access
Start today. The full-stack AI developer platform to train and run Physical AI on your data. Purpose-built Agents are ready to work in the real world.
For Enterprise
Enterprise Solutions
We work alongside your team to deploy physical AI Agents, customized to your operations and integrated with your existing systems.
For Robotic Teams
Data Solutions
Customizable pipelines, integrated into your data ops, turn robot and human demonstration videos and sensor streams into structured, training-ready datasets.
Case Studies
Putting Physical AI Agents to Work.
Deployed vertical by vertical - AI Agents that understand the job.
AI Agents
Hitachi Construction Machinery
Built on the Ramblr One Data Engine and Agent Studio, and integrated with LANDCROS, AI Assist Pro reduces downtime, eliminates knowledge bottlenecks, and scales expert know-how from the Americas to Japan.
AI Agents
Mercedes-Benz
Ramblr One powers the development of vision AI agents that understand work as it happens – providing real-time task guidance, validating outcomes, and detecting deviations before they become problems.
90% faster
time to get an answer
80% less
expert support time
65% less
manual effort
Enterprise-Ready
Reliable. Scalable. Secure.
Deploy on your infrastructure or ours, with no model lock-in. Use leading foundation models or bring your own. Move AI agents and data workflows into production, then scale, monitor, and manage them with confidence.
Security and Control
Authentication, SSO, role-based access control
Observability
Logs, metrics, real-time alerting
AI Governance
Human-in-the-loop, guardrails, evaluations
Integrations
Integrate with your existing systems via MCP
Testimonials
"Flanges are critical in BASF’s production plants – failures can cause costly downtime and safety risks. As part of a pilot project with Ramblr.ai, we enhance quality control and support frontline operators by detecting failure points, optimizing processes, improving training, and guiding inspections in the field."
Marc Kurkofka - Senior Construction Manager BASF