INDUSTRIAL AUTONOMY • MINING • PORTS • WAREHOUSES • OT

Blameless Verification for Autonomous Fleets & Industrial OT.

When an autonomous haul truck, port crane, or AGV fleet stalls, downtime costs $100,000+ per hour—and vendors point fingers. Nifler correlates wireless networks, onboard compute, and fleet controls in real time to prove root cause and automate Site Acceptance Testing (SAT).

Book an Industrial Demo Explore Sectors

< 2s

Recovery SLA verification

Zero

Multi-vendor finger-pointing

Automated

SAT compliance certificates

24/7

Live & dead-zone resilience

End the Multi-Vendor Blame Game

Replace days of war-room finger-pointing across RF, compute, and robotics vendors with one deterministic root-cause verdict.

ROBOTICS & FLEET VENDOR

"The wireless network dropped our packets."

Blames site wireless coverage whenever an autonomous haul truck, crane, or AGV triggers an emergency stop.

NETWORK TEAM

"Signal was fine—check the vehicle compute."

Blames onboard compute buffers or clock sync when packets fail to reach the autonomy stack.

OT & CONTROLS TEAM

"Safety interlock tripped because autonomy stalled."

Blames fleet navigation software when PLC and safety heartbeats miss their deterministic deadline.

Nifler Cross-Layer SAT Verdict

✓ ROOT CAUSE ISOLATED IN 410ms

01 • WIRELESS BACKHAUL● DEGRADED

Transient RF capacity drop detected during heavy dust / multipath handoff.

02 • ONBOARD COMPUTE● BOTTLENECK

Receive buffer saturation isolated on navigation process during link recovery.

03 • POSITIONING & FLEET● DRIFT FAULT

Positioning correction timeout and fleet heartbeat skew exceeded threshold.

04 • SAFETY INTERLOCK● HALT TRIGGERED

Root Cause Proven: Wireless Modulation Drop + Onboard Buffer Starvation.

Built for Mission-Critical Environments

MINING & HAULAGE

Mining, Quarries & Autonomous Haulage

Validate haul truck connectivity, positioning stability, and sub-second recovery across open-pit and underground shadow zones.

PORTS & TERMINALS

Ports, Maritime & Intermodal Terminals

Prevent ship-to-shore crane and AGV stalls across high-density container yards, wireless handoffs, and hoist interlocks.

WAREHOUSES & FACTORIES

Autonomous Warehouses & Smart Factories

Eliminate high-speed aisle roaming blackouts, fleet broker desyncs, and PLC conveyor handoff failures before go-live.

CRITICAL INFRASTRUCTURE

Energy, Utilities & Defense Robotics

Certify BVLOS drones, substation robotics, and air-gapped edge fleets with deterministic Site Acceptance Testing (SAT).

ZERO VEHICLE INSTALL

Network Gateway Mode (Works With Locked OEM Fleets)

Ideal for warranty-locked OEM vehicles (Caterpillar, Komatsu, Konecranes, Geek+, Dematic). Passively verifies per-vehicle health directly from your network gateway or switch without touching the vehicle OS.

FULL EDGE RESILIENCE

Onboard Edge Mode (With Dead-Zone Sync)

Lightweight edge deployment for custom robotics and industrial IPCs. Buffers high-precision diagnostics during offline RF shadow zones and syncs automatically on reconnect.

Ready to Ship Without Breaking Production?

Connect your staging or preview environment and get your first autonomous full-stack test run in under 5 minutes.