Give your robots the sense of touch. Sensor skins that ship on a subscription, paired with agentic AI that learns from every grasp, slip, and contact event across your entire fleet.
The skin captures the data. The AI makes it valuable. The fleet makes it irreplaceable.
Cobots operate at 0.33 m/s without tactile feedback because safety regulations require it. That's 6x slower than their mechanical capability.
When a sensor fails, it's a capital expense replacement that is unbudgeted, unpredictable, and requires specialized installation.
Every grasp, slip, and contact event generates data that goes nowhere. No aggregation. No fleet learning. No AI.
Consumable piezoresistive sensor skins at 10–100x lower cost that snap on like a second skin and ship on a subscription schedule.
An agentic AI intelligence layer that reasons over live telemetry, predicts failures, and recommends actions through natural language conversation.
An open integration architecture powered by Model Context Protocol that connects any sensor, from any vendor, into a single intelligence platform.
Robotics has spent the last decade getting very good at vision and language. A robot can recognize a glass of water, describe it, and plan a path to pick it up. What it still can't do is know how hard to grip it without shattering it.
Video is abundant. Tactile data is not. There is no ImageNet for touch. Every major effort to build physically grounded AI, from industrial simulation platforms to humanoid foundation models, runs into the same bottleneck: real-world contact data, at scale, from real deployments, in real environments.
That's the gap RoboWear is built to close. Not by collecting data in a lab, but by deploying consumable sensor skins on working robots and capturing ground-truth tactile signal every time a gripper closes.
Ask "Why did the mug slip?" and get answers citing specific sensors, pressures, and timestamps. Clickable references navigate the platform.
Autonomously identifies anomalies, predicts sensor failures, recommends grip optimizations, and schedules skin replacements before downtime hits. Session scratchpad maintains analysis state across multi-step investigations.
Discovers connected MCP sensor servers at startup, lists available tools, and queries any data source on demand. Works with RoboWear skins, third-party F/T sensors, research datasets, and raw CSV streams.
Compare your slip patterns against the global fleet. Persistent memory learns sensor-specific patterns across sessions. The Tactile Interaction Atlas makes every answer smarter as the network grows.
3-axis taxel array data via WebSocket. 176-taxel hand configurations with real-time contact mapping, slip detection, and shear force analysis.
6-axis force/torque data via ROS2 WrenchStamped at 125Hz. Impact detection, load transients, and vibration analysis for pick-and-place operations.
Meta Sparsh dataset replay with tactile images paired with ATI Nano17 force ground truth. Grasp sequence replay across YCB objects with multiple probe shapes.
First-party piezoresistive skin data at 10Hz across 24 sensor zones and 268 taxels. Health scoring, degradation tracking, and predictive replacement scheduling.
The sensor the platform doesn't know yet. Upload any CSV, JSON, or WebSocket stream. The AI samples the first 10 rows, infers the schema mapping to our unified sensor model, and asks you to confirm. Once confirmed, the mapping is stored in persistent memory. Next time anyone connects the same sensor type, it's automatic. This is the learning flywheel that makes the platform smarter with every new integration.
Consumable piezoresistive skins generate high-fidelity tactile data at 10Hz across 24+ sensor zones. Designed to wear out and replace on a subscription. The hardware that funds the platform and generates the ground truth data.
Model Context Protocol servers for every sensor vendor. Tactile IQ discovers connected servers at startup, lists their tools, and queries any source. The agentic ingestor handles unknown formats automatically. This opens the platform to every robot with any form of touch sensing.
Conversational AI that reasons over live telemetry, identifies anomalies, predicts failures, and recommends actions. Grounded in real sensor data with specific timestamps and pressures. Streaming, context-aware, with session scratchpad and persistent memory across interactions.
Every skin deployed is a sensor going out into the world. Every slip, every contact event, every regripped object adds to a growing corpus of real-world tactile interaction. There is no ImageNet for touch. This data can't be scraped from the internet or generated in simulation. The subscription replacement cycle isn't just good unit economics, it's a continuous data refresh mechanism. Combined with MCP integrations from every major sensor vendor, this is the only cross-platform tactile corpus that reflects how robots actually encounter the physical world.
Modular sensor skins attach to any cobot or humanoid using our universal fit system. No tools, no technician, no downtime. Under 5 minutes to full coverage.
Plug into the Tactile Telemetry Platform. Real-time pressure heatmaps, force analytics, and contact state detection streaming live. Third-party sensors connect via MCP.
Tactile IQ analyzes every grasp, slip, and contact event. Ask questions in natural language. Get answers grounded in your actual sensor data with specific recommendations.
When sensors degrade, a replacement ships automatically. Spent skins go back through SkinCycle for material recovery. Zero waste. Zero downtime.
Standard Skin sample with pre-wired taxel array, USB-C DAQ board, and universal mounting clips for common research platforms.
Full API access to sensor telemetry plus a pre-built MCP server you can extend. Stream data directly into your ML pipeline or into the RoboWear platform.
Full platform access including Tactile IQ conversational AI, telemetry dashboard, and Atlas data contribution for cross-lab benchmarking.
Quickstart guides, sample datasets, Jupyter notebooks, and integration examples for ROS2, Isaac Sim, and custom pipelines.
The Tactile Telemetry Platform is live. Explore real sensor data, watch grip sequences play back in real time, and talk to Tactile IQ.