A leading commercial site-furnishings manufacturer had a multi-year plan for factory-wide automation. The orchestration architecture we designed turned that into a 5-year deployment partnership — shipping real automation in days, not months.
Start with a clip-on board on your CNCs. Add a Spot when the inspection contract comes through. Add a forklift when you buy one. Same dashboard, same login, same plumbing.
The integrator quote ran into the tens of thousands. The OEM monitoring ignored half your floor. The clipboards never scaled. There's a fourth option.
A custom MES project costs $50K–$200K, takes six months, and locks you to one vendor's roadmap forever. The quote alone is the cost of two new machines.
FANUC ZDT only watches FANUC. Mazak SMOOTH only watches Mazak. Your 1990s mill, your hydraulic press, your laser cutter — all invisible.
Spreadsheets, whiteboards, and walking the floor eat hours every week. They worked at 3 machines. They don't at 30.
Most monitoring stops at the CNC. Most robot platforms ignore your machines. We do both — plus AMRs, plus (soon) forklifts. Same dashboard, same login, same plumbing.
Clip-on board reads current on up to 10 circuits. FANUC FOCAS, Heidenhain DNC, Siemens OPC UA for newer controllers.
ShippingSeven robot brands shipping today — MiR, KUKA, Spot, Unitree, UR5, and more. Pose, battery, mission state on the same FleetMap as your machines.
ShippingForkSight RTLS — vision-based, infrastructure-free, ±10 cm pose. No beacons, no tags, no fixed infrastructure.
Q4 prototypeOne unified task schema. Plug-in robots subscribe and dispatch — no per-vendor integration code, no per-vendor SDK lock-in.
On roadmapVision + IMU + on-board SLAM, ±10 cm accuracy, infrastructure-free. Limited prototype slots for Q4 customer pilots — pilot customer becomes the launch case study.
A 1990s mill, a 2026 FANUC, a MiR AMR, a Spot quadruped, a forklift — every device on your floor writes to the same data shape via the same plugin contract.
The frontend never knows about device-specific schemas. The dashboard never breaks when you add a new vendor. Adding a new robot is a pip install and a YAML config — not a six-month integrator project.
A monitor that clips on. A dashboard that shows everything.
Clips onto any machine. Measures power on up to 10 circuits in parallel. 7-day SD buffer with FIFO drain on outage. NTP-strict ingest — zero untimestamped data ever.
See every machine in real time. Fleet status, production counts, energy costs, OEE, and alarms — one screen for your entire floor.
For shops running Fanuc CNCs, Heidenhain TNCs, or other major controllers — we pull program, spindle, alarm, and tool data directly from the controller. No power-proxy estimation. No guessing.
Our clip-on monitor gets you running in 5 minutes on any machine. Native controller integration gets you the full picture — program, tool, alarm, and all.
Seven robot brands shipping today as installable Python plugins. Each robot lights up on the FleetMap with pose, battery, mission state, and operating mode — alongside your CNCs and forklifts.
port_spec.mdNo SI project. No vendor lock-in. pip install, drop a YAML config, robot shows up on the FleetMap.
Our founder serves as Technical Advisor to FleetGlue — a $4.75M Pre-Seed automation company backed by Wonder Ventures & Autotech. The architecture he designed — and personally deployed — is already running at manufacturers across three states.
A leading commercial site-furnishings manufacturer had a multi-year plan for factory-wide automation. The orchestration architecture we designed turned that into a 5-year deployment partnership — shipping real automation in days, not months.
A 100+ robot fleet spread across multiple plants was bleeding uptime to hardware-triggered errors across mixed-vendor equipment. The fault-tolerant orchestration stack we built cut those errors by three-quarters, fleet-wide.
After success at the parent manufacturer, the same orchestration platform extended to their Minnesota subsidiary — proof the interoperability-first design scales across diverse plant environments without custom rework.
Mr. Changwani has played a pivotal role in shaping both our system architecture and long-term product roadmap. His work has been directly responsible for improving our interoperability performance benchmarks, reducing integration time for new hardware partners, and ensuring robust data integrity under high system loads.
One device per machine. One dashboard for everything. No hidden fees.
per workstation, one-time
per workstation
Volume discounts available for 15+ machines. Contact us
Our port spec is public. Build a plugin against it and your customers' robots show up on the BSR dashboard alongside their CNCs and forklifts. We do the dashboard, the data plane, the multi-tenancy, the auth. You do the wire protocol.
Book a 15-minute demo. We'll show you real data from a real shop.