Multi-Agent Waste Intelligence OS

Autonomous, Waste-Classifying
Manufacturing Intelligence.

Move beyond reactive decisions. Deploy a multi-agent network that continuously classifies production waste (scrap/fire), identifies root causes across your production line, and autonomously prescribes the optimal corrective action — before costs compound.

Currently in R&D · Product coming soon — be the first to know.

LOOM 1 SCHED ULER LOOM 4 ✗ WASTE CLASS DYE BATH CUT TER-A MONI TOR

What We're Designing

Engineered for Zero-Waste
Manufacturing Intelligence

Autonomous Waste Classification

When a critical line disruption or quality defect occurs, the MAS instantly classifies the waste type, traces the root cause, and reroutes production — no human decision needed.

LOOM-4 STATUS
● WASTE DETECTED ↻ CLASSIFYING... ✓ ACTION ISSUED
0.0s 1.0s 2.0s

Multi-Agent Protocol

WasteDetector_03
type: "warp_break"
severity: "high"
DecisionPlanner
action: "classify"
corrective: "reroute+flag"

Zero-Downtime Deploy

$ docker pull thresholdai/core:latest
$ docker-compose up --scale agent=12
$ threshold deploy --env production
> All 12 agents healthy

Full Observability Stack

↓ Loom 4 Failure
↑ Auto-Resolved

Architecture Preview

How the Hive Classifies
Waste in Real-Time

threshold.local/dashboard/hive
SYSTEM EVENTS
Active Agents
12 / 12
Current Delay
0 min
Material Waste Today
Low
Energy Index
Optimal
🐳 Dockerized 🔒 On-Premise / Private Cloud ⚡ Rapid Recovery

Our Roadmap

From Concept to
Production in 2026.

1
Phase 1 — Research

Deep research into multi-agent architectures for manufacturing

2
Phase 2 — Prototype

Build and validate the core agent protocol and self-healing engine

3
Phase 3 — Early Access

First pilot deployments with manufacturing partners

What We're Building

Autonomous waste/scrap classification engine
Multi-agent root cause analysis protocol
Real-time waste KPI & observability dashboard
Dockerized, on-premise deployment pipeline

Currently in active R&D — product coming soon

Ready to Eliminate the Waste?

We're building autonomous waste intelligence for modern manufacturing. Join our waitlist for early access.

Join the Waitlist

No commitment. We'll notify you when early access opens.