AI + Robotics
Robotics integration with human-first oversight
We connect agentic software to physical automation, ensuring safety, monitoring, and clear escalation paths.
Practical deployment
Select the right tasks for robotics
We prioritize repetitive, hazardous, or high-volume tasks where automation delivers immediate relief.
Integration planning
Map physical workflows, safety requirements, and data handoffs.
Monitoring + telemetry
Real-time status dashboards and anomaly detection.
Human oversight
Escalate edge cases to supervisors with clear control points.
Automate the repetitive. Protect the human.
Where Ed plugs in
The orchestration layer between your fleet and the rest of the business
Ed sits above the controllers — talking to PLCs, robot arms, and AMRs through the protocols the floor already speaks, and back up to your MES and WMS — so automation runs as one coordinated system, not islands.
Protocol-level integration
Connect to industrial controllers and arms over OPC UA, Modbus/TCP, MQTT, and ROS 2 — and to robots from FANUC, Universal Robots, or ABB — bridging fleet telemetry to your MES and WMS without rip-and-replace.
Fleet coordination & task allocation
Dispatch and sequence work across a mixed fleet of AMRs and cells against live order priorities, balancing throughput and traffic — while a supervisor keeps authority over the schedule.
Safety stays in hardware
Ed orchestrates; it never overrides safety-rated stops. E-stops, light curtains, and ISO 10218 / ISO/TS 15066 collaborative limits remain in certified safety controllers, with Ed strictly inside those interlocks.
Predictive maintenance
Watch motor current, cycle counts, vibration, and fault codes to flag a degrading axis or gripper before it fails — scheduling service into planned downtime instead of an unplanned line stop.
Exception handling with escalation
When a pick fails, a part jams, or sensor data goes out of bounds, Ed isolates the cell, logs the event, and escalates to a human operator with the full state — rather than guessing through a fault.
Persistent run history
Every cycle, fault, and intervention is retained, so Ed builds a durable picture of how the line actually behaves — feeding throughput analysis and root-cause review instead of vanishing into ephemeral logs.
Why Ed — not just AI
Why robotics needs Ed as the brain
A robot that resets between tasks never truly improves. Ed gives physical systems context that persists and compounds.
Context that persists
Ed remembers the job across runs, so robots execute long, multi-step operations with full awareness instead of starting cold each time.
Skill that compounds
Every governed interaction deepens Ed's understanding of the task, so capability grows with experience.
Orchestration, not just motion
Ed coordinates fleets, sequences work, and escalates anomalies to humans — the cognitive layer above the hardware.
The difference: generic AI forgets between conversations and resets to zero. Ed runs on Memory Statue v2.6 — Prismatic Recall: persistent, governed, auditable memory and long-horizon operation, with a human in the loop where it matters.
Robots without memory repeat the same mistakes and cap out at the simplest tasks.
Ready when you are
Explore robotics-ready workflows
We align orchestration software with the physical realities of your operation.