Your knowledge. Your processes. Agents that understand the job.
Grounded in your knowledge, processes, and operational context, Ramblr agents understand the job as it happens. Go beyond digital workflows and recognize real-world situations, provide guidance, and help workers perform with greater confidence and consistency.
Real-world operations enhanced by vision AI agent capabilities.
Put your operational knowledge to work in the real world. Vision AI agents provide on-demand expertise, guide operators through complex tasks, verify quality and compliance, and give service and maintenance teams intelligent support at the point of work.
Make every worker an expert from day one.
Guide operators through every step of the job, wherever work happens.
Ensure every task is performed to your operational standards.
Capture, track, and contextualize every service task.
Unlock the knowledge you already have.
Your knowledge – videos, manuals, and processes – is the foundation for what comes next. Structure your data, connect your expertise, and turn it into intelligent AI solutions built around the way your teams work.
Your Data
Expert Knowledge, Video, Image, Manuals, Integrations, Signals, Processes, Systems
Ramblr One
Structuring, Understanding, Context, Activities, Relations, Skills, Workflows, Evaluation
Your Solutions
On-demand Knowledge, Operator Guidance, Quality Assurance, Service and Maintenance
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