Home / Case Studies / AM Wrench
IoT · HardwareMobile2024B2B

A torque tool app that pairs, calibrates, and logs every job.

AM Wrench connects Bluetooth-enabled torque tools to mobile — displaying live torque readings, enforcing calibration intervals, logging every fastening to a job record, and alerting when spec is missed. We built the Bluetooth pairing layer, the job logging system, and the technician mobile app.

AM-WRENCH / HOME Dashboard TODAY Active Zero missed specs in QA METRIC 94% ↑ 28% Top item Just now Second item 3 min ago AM Wrench LIVE 2,847 ↑ 18% this week STATUS · ACTIVE Zero missed specs in QA 12 weeks Analytics
Client
AM Wrench
Industry
IoT · Precision Engineering
Surfaces
iOS · Android
Timeline
12 weeks
Outcome
Zero missed specs in QA
The Problem

In precision engineering — automotive, aerospace, manufacturing — under-torqued fasteners cause failures.

~8%
Fastening errors in manual logging
< 70%
Audit log compliance rate (paper)
Every 5,000 uses
Recalibration interval (industry req)

In precision engineering — automotive, aerospace, manufacturing — under-torqued fasteners cause failures. Over-torqued ones strip threads. Manual torque logging with paper logs is error-prone, auditable but unreliable, and impossible to review in real time.

The tools exist — Bluetooth-enabled torque wrenches are standard in professional environments. What didn't exist was an app that connected them, enforced specs per job, and produced an audit log that passed quality certification requirements.

AM Wrench came to Fusionwave with a hardware partnership, a QA certification requirement, and 12 weeks to an engineering trade show demo.

What We Designed

Precision UX for precision tools.

2 teams
Field observation
Glove-first
Core UX constraint
Audio + haptic
Non-visual feedback

We embedded with two engineering teams for a week of field observation. The UX constraint: technicians wear gloves, work in poor lighting, and cannot lose focus on the fastening. The app had to provide real-time feedback (pass/fail) without requiring the technician to look at the screen mid-job.

What We Built

Bluetooth precision. Audit-grade logging.

Flutter + BLE
Native Bluetooth LE
3 sec
Auto-reconnect time
Offline-first
Local log + cloud sync

Flutter handles iOS and Android with native Bluetooth LE integration. Each tool connection is maintained with a reconnect-on-loss protocol — the app recovers within 3 seconds if signal drops. All fastening events are logged locally and synced to the cloud when connected.

Core Features

What ships in the product.

01

Bluetooth tool pairing

Pairs with Bluetooth LE torque tools from major manufacturers via a guided radar scan and auto-reconnect protocol.

02

Live torque display

Real-time torque reading with min/max spec overlay. Green/amber/red status with audio and haptic feedback.

03

Job record logging

Every fastening is logged with timestamp, torque value, tool ID, and technician ID. Tamper-evident audit trail.

04

Spec library

Pre-configured torque specs for common fastener types, vehicle models, and equipment profiles. Technician selects job type at start.

05

Calibration tracking

Tool usage counter triggers calibration reminders at configured intervals. Out-of-calibration tools are flagged and blocked from new jobs.

06

Offline operation

All readings log locally when off-network. Syncs to cloud when connectivity returns. No data loss in signal-poor environments.

07

Job reports

Auto-generated PDF job completion reports — fastening log, pass/fail summary, tool IDs — ready for quality records.

08

Multi-tool support

Technicians can pair up to 4 tools simultaneously. Each tool's readings are tracked independently with separate spec profiles.

09

Team management

Supervisors see team-level job logs, tool status across the fleet, and calibration schedules from a web dashboard.

Tech Stack

Production-grade from week one.

Flutter
Core frontend
Bluetooth LE
Web layer
PostgreSQL
Data store

We chose the boring, battle-tested options where it mattered and innovated where it gave the product a real edge.

FlutterBluetooth LENode.jsTypeScriptPostgreSQLRedisAWSS3GitHub ActionsSentryPDF generation
The AM Wrench app caught three out-of-spec fastenings in the first week that our paper logs would have missed. That's three potential warranty claims avoided.
Quality Engineer · AM Wrench customer
Challenges Solved

What it took.

  • Bluetooth reliability in industrial environments. Metal-heavy environments reflect and absorb Bluetooth signal. We implemented a connection quality monitor with automatic channel-hopping and a reconnect-on-loss loop that maintains the session without losing the active job record.
  • Audit-grade tamper evidence. Log entries that can be edited are worthless for certification. We implemented append-only logging with server-side hash chaining — each record includes the hash of the previous entry, making silent modification detectable.
  • Glove-compatible UX. Standard 44px touch targets fail with work gloves. We built 72px minimum targets, audio confirmation for every fastening event, and a haptic pass/fail pattern — technicians can complete a job without looking at the screen.
  • Multi-manufacturer Bluetooth protocol. Torque tool manufacturers use proprietary BLE profiles. We built a tool adapter layer with protocol decoders for the four major manufacturers — new manufacturers can be added via a JSON protocol definition without app updates.
Business Value

What changed.

0
Missed torque specs in QA review (first 10k fastenings)
0%
Audit log completeness vs. 68% on paper
< 0sec
Bluetooth pairing time for new tools
0/5
Rating from engineering team users
App Screens

Key screens, detailed.

A closer look at the core user flows built for this product.

01 / PAIR TOOL Connect Tool 🔩 SCANNING FOR DEVICES AM-Wrench TX-200 Signal: Strong - BT 5.0 Pair AM-Wrench TX-100 Signal: Weak - 12m away Pair
02 / CALIBRATE Calibration AM-Wrench TX-200 CURRENT TORQUE 85 Nm SPEC RANGE 55 Nm 145 Nm 85 OK CAL LOG Within tolerance 1.2% PASS - ISO 6789-2 Save Calibration Record
03 / JOB LOG Job #2847 VEHICLE - TOYOTA HILUX 2023 Wheel bolt torque check 16 bolts - Spec: 120 Nm READINGS BOLT 1 118 Nm OK BOLT 2 121 Nm OK BOLT 3 109 Nm RECHECK BOLT 4 122 Nm OK Export Job Report
04 / HISTORY Job History RECENT JOBS #2847 - Toyota Hilux wheel bolts Today - 15/16 pass REVIEW #2846 - Honda Civic engine bolts Yesterday - 24/24 pass PASS #2845 - BMW brake calibration 2 days ago - 32/32 pass PASS + Start New Job
Build with us

Building something like AM Wrench?

AM Wrench connects Bluetooth-enabled torque tools to mobile — displaying live torque readings, enforcing calibration intervals, logging every fastening to a job record, and alerting when spec is missed. Send us a brief and we'll scope it within 24 hours.

Book a Free Strategy Call →Estimate Project Cost
Call us nowBook a strategy callEmail usChat with our team