AI-Diagnostic Workflow

Stream telemetry, auto-triage faults, and get fix-paths in minutes - not hours.Currently onboarding 3 founding design partners (ROS/ROS2 fleets, 25-500+ robots).

What We Have Today

We're building in public. Here's what exists now, not what we promise for later.

Available Now

API-First Diagnostic API

A single, stable API surface. Use your own tools or our UI—same backend.

AI-Driven Workflow

Fault analysis → ranked root causes → suggested actions.

Fleet Dashboard

Real-time fleet status & metrics

In Pilot (shipping with partners)

Degradation Alerts

Battery, motors, sensors monitoring

Multi-Protocol Adapter Mesh

Bring your own protocols; we normalize the rest.

Enterprise Access Control

RBAC, OAuth2/OIDC, audit logs out of the box.

On the Roadmap

Closed-loop automatic incident resolution

Auto-resolve safe incidents and propose software patches to prevent repeats

Vendor-Specific Adapters

Pre-built integrations for major robot vendors

System Architecture in Action

See how our diagnostic system works end-to-end, from operator request to actionable insights.

Workflow: Fleet Status

Pan and zoom to explore

Environment Legend

Local PC
Cloud
Robot HW
PC
Cloud
Robot

Open Source Components

API adapters, telemetry schemas, and integration examples. Real code you can inspect and contribute to.

View on GitHub →

Working Alpha System

Telemetry ingestion, basic fault clustering, and incident timelines. Currently processing data from our first pilot customer.

Book Demo →

Founding Design Partner Program

Partner with us to shape the future of robot fleet management. Limited to 3 companies for intensive collaboration.

2 spots remaining

What You Get

Dedicated Solutions Engineer

Custom adapter development, integration support, and weekly working sessions.

Custom Integration

We build adapters for your specific robot platform if needed.

Shared Slack Channel

Direct line to our engineering team. Real-time support, feature requests, and architectural discussions.

Public Pilot Report

Co-authored case study highlighting your use case and results.

What We're Looking For

25+ robot fleet (any type: AMRs, AGVs, drones, etc.)
Technical team available for integration work
Willing to participate in public case study
6 weeks pilot commitment (milestone-based)

Program Timeline

Week 1-2:Integration & Setup
Week 3-4:Active Monitoring
Week 5-6:Results & Case Study
Book Demo

Applications reviewed within 48 hours

Roadmap to Self-Healing

A concrete delivery plan from today's diagnostics to tomorrow's autonomous systems. No sci-fi promises—just milestones you can count on.

Q1 2026
In Development

Enhanced Diagnostics

Improved pattern recognition with multi-vendor robot support. Fleet-wide analytics and smarter anomaly detection across different robot types.

  • • Multi-vendor robot adapters
  • • Advanced pattern clustering
  • • Fleet-wide trend analysis
Q2 2026
Planned

Advanced Predictive Maintenance

ML models predict component failures 2-4 weeks in advance. Automated maintenance scheduling and degradation alerts to reduce unexpected downtime.

  • • Failure prediction algorithms
  • • Maintenance calendar integration
  • • Component lifecycle tracking
Early 2027
Research

Automated Recovery

Semi-automated recovery for common issues with human oversight. Safe rollback mechanisms and approval workflows ensure controlled intervention.

  • • Guided recovery protocols
  • • Configuration rollback system
  • • Human approval workflows
Future Vision
Research Goal

Autonomous Self-Healing

The ultimate vision: fully autonomous systems that predict, prevent, and recover from issues while continuously learning. Timeline dependent on research breakthroughs.

  • • Autonomous decision engine
  • • Cross-fleet learning network
  • • Zero-touch operations mode

Start with a Pilot

De-risk deployment with a white-glove 6-week pilot. Founding partners shape the platform roadmap.

AVAILABLE NOW

6-Week Pilot Program

$9,000flat fee

Up to 250 robots • No recurring costs

What's Included

  • White-glove integration — We build adapters for your robot platform
  • MTTR baseline measurement — Pre/post metrics to prove ROI
  • Fleet dashboard & alerts — Real-time degradation monitoring
  • AI-powered diagnostics — Automated fault analysis & root cause ranking
  • Weekly optimization calls — Direct access to engineering team
  • ROI report & rollout plan — Full documentation of results

Our Guarantees

  • No lock-in: Keep all adapters and data schemas
  • Performance guarantee: Miss metrics → full credit or 50% refund
Book Pilot →
Founding Partner

Shape the Platform

Pilot participants become founding partners with exclusive benefits and platform access.

Founding Benefits

  • Early platform access — Get features before public launch
  • Roadmap influence — Direct input on feature prioritization
  • Shared Slack channel — Real-time support from engineering team
  • Founding discount — Locked pricing for 24 months
  • Priority migration — White-glove support for platform adoption
  • Co-authored case study — Public recognition of your use case

Platform Features (In Development)

  • Degradation alerts (battery, motors, sensors)
  • Multi-protocol adapter mesh
  • Enterprise access control (RBAC, SSO/SCIM)
  • Closed-loop automatic incident resolution (roadmap)

Only 2 founding partner spots remaining

Learn more about the program →
3 active pilots
Open source adapters
48hr response time

Ready to Improve Your Robotics Diagnostics?

Start with our current API-first diagnostic platform and AI assistance. Be among the first to experience our future self-healing capabilities as we develop them.