FactoryMind
Your factory's collective knowledge base. Every fault logged, every fix recorded, every stoppage tracked. No problem should ever be new twice.
Production vs Target
Downtime by Machine
Production vs Target
Downtime by Machine
AI Fault Diagnosis
Describe what you're seeing and the AI will search the knowledge base for matching faults.
Welcome to FactoryMind.
Your factory's collective knowledge base. The more faults your team logs, the smarter it gets — no problem should ever be new twice.
No Faults & Fixes logged yet — head to to record your first one.
Log a Fault
Record a new fault event in the knowledge base.
Shift Handover Report
📝 Outgoing Supervisor Note
📩 Note from Previous Supervisor
Faults This Shift
Downtime Stoppages This Shift
Log a Stoppage
Record each downtime event as it happens.
This Shift Report
Production Tracking
Select the product running this shift, then log actual cans produced each hour.
Log Hourly Production
Hourly Production This Shift
| Hour | Reading | Output | Waste | Capacity | Shortfall | DT Equiv. |
|---|
Machine Health Scores
Scored 0–100 based on total accumulated downtime from stoppages and production shortfall.
Bi-Weekly Leaderboard
+1 point for every fault and fix logged · auto-resets every 2 weeks
Standard Operating Procedures
Step-by-step procedures for changeover and sterilisation on each machine.
Quality
Scan and log incoming raw materials. Capture label data with your camera — the AI reads the fields automatically.
Raw Material Receipt
Cans · Ends · Labels · Film
Received Materials
Support & Feedback
FactoryMind is built by people who work in manufacturing, for people who work in manufacturing. Your feedback shapes what gets built next.
How to use FactoryMind
Tap a feature to expand the guide.
🔍 AI Fault Diagnosis▶
Use this when a machine has a problem and you're not sure what's causing it — describe what you see and the AI searches the knowledge base for matching past faults.
- Go to AI Diagnose from the nav bar.
- Type a description of the fault in plain English — e.g. "Labels are skewing on the left side of the can". The more detail the better.
- Tap Diagnose. The AI will return the closest matching faults from your logged history, ranked by relevance.
- Each match shows the machine, the original fix applied, and step-by-step troubleshooting guidance.
- You can also ask shift questions like "What happened last night?" or "Catch me up" and the AI will give a plain-English briefing based on actual shift data.
Tip: The more faults your team logs, the better the diagnosis gets. An empty knowledge base gives limited results.
➕ Fault & Fix Log▶
The core of FactoryMind. Every fault you log here becomes part of the knowledge base that the AI uses for diagnosis. Always log faults — even small ones.
- Go to Fault & Fix Log from the nav bar.
- Fill in the machine, severity (Critical → Low), a description of the fault, and the fix applied.
- Add optional details: downtime in minutes, photos, whether it needs flagging for planned maintenance.
- Tap Log Fault. It saves immediately and is visible to the whole team.
- Logged faults appear in the list below. Tap any fault to expand and see full details.
Severity guide: Critical = line stopped, High = line running but risk of stoppage, Medium = degraded performance, Low = minor issue fixed quickly.
Tip: Write the fault description as if explaining it to someone who has never seen the machine. The more descriptive, the more useful for future diagnosis.
⏱ Downtime Recorder▶
Log every stoppage as it happens. Downtime is used to calculate OEE and to highlight which machines are causing the most lost production.
- Go to Reports → Downtime.
- Fill in the machine, reason, time started, and duration in minutes.
- Select Planned reasons (Changeover, Shift Handover) when downtime was scheduled — these are excluded from OEE availability so they don't unfairly penalise the shift.
- Add notes if there's anything useful to pass on.
- Tap Log Stoppage. It appears immediately in the shift report below.
OEE explained: The Downtime tab calculates OEE automatically. Availability = time running ÷ available time. Performance = actual cans ÷ max possible. Quality = good cans ÷ total produced. OEE = A × P × Q.
Unaccounted downtime banner: If production figures show more lost time than you've logged as stoppages, the banner will flag the gap by hour — go back and log any missing stoppages.
🏭 Production Tracking▶
Log hourly can counts so the system can calculate OEE Performance and Quality, and flag hours where the line was below target.
- Go to Reports → Production.
- At the start of the shift, set the product and target per hour. This only needs doing once per shift.
- Each hour, tap Log This Hour, enter the can count from the counter, and add any waste or reject cans.
- The hourly table shows actual vs target with red highlighting for below-target hours and the equivalent downtime equivalent for each shortfall.
Waste field: Enter cans that were rejected or scrapped this hour. This feeds directly into the OEE Quality calculation — high waste lowers the Quality score even if the line was running fast.
🏥 Machine Health▶
A live score for every machine on your line, from 0 to 100. It updates automatically based on downtime and production shortfall accumulated over time.
- Go to Reports → Machine Health.
- Each machine shows a score and a colour: Green (85–100) = healthy, Amber (65–84) = watch it, Red (0–64) = attention needed.
- Tap a machine to see a breakdown of what's pulling the score down — recent stoppages, recurring faults, and total downtime contributed.
Tip: Machines flagged for planned maintenance in the Fault Log will show a PM indicator. Use the health score in your maintenance planning — machines in the red are good candidates for an engineer visit.
📋 Shift Handover▶
At the end of your shift, leave a note for the incoming supervisor and export a full handover report as a PDF.
- Go to Reports → Handover.
- You'll see the incoming note from the previous shift supervisor at the top — read this first.
- Fill in Your Name and type your Supervisor Note — anything the next person needs to know: known issues, things to watch, jobs left to finish.
- Tap Save Note. The incoming supervisor will see this when they open the handover tab.
- Tap Export PDF for a full printed report: KPIs → production table → stoppages → faults.
Tip: Be specific in your note. "Filler running warm, watch the drive motor temperature" is more useful than "machine was struggling".
📅 Shift History▶
A log of completed shifts, saved automatically. Use it to compare performance over time or to look back at what happened on a previous shift.
- Go to Reports → Shift History.
- Each card shows the shift, date, line, OEE, cans produced, total downtime, and top stoppages.
- Use the line filter at the top to view Line 1 or Line 2 separately.
How it works: A shift record is saved automatically when you log in at the start of a new shift — it archives the previous shift's data. No manual action needed.
📖 SOPs▶
Standard Operating Procedures for each machine. Step-by-step instructions for common tasks — changeovers, startups, fault clearances.
- Go to SOPs from the nav bar.
- Select a category (e.g. Startup, Changeover, Fault Clearance) and then a machine.
- The procedure loads below with numbered steps to follow in order.
Tip: SOPs are most useful when a new operator is running a machine for the first time, or when a fault clearance step is unclear. Have the SOP open on your phone while you work through it.
🏆 Leaderboard▶
Recognises the operators who are building the knowledge base. Points are awarded for every fault and fix logged. Resets every two weeks.
- Go to Leaderboard from the nav bar.
- Your position and points are shown for the current two-week period.
- Points are awarded per fault logged — the more detail you add, the more useful the entry, and the more it helps your team.
Tip: The leaderboard resets fortnightly so there's always a fresh chance to top the table. Consistently logging faults — even small ones — adds up.
⚙️ Settings▶
- Line selector: The line you're on appears in the top bar. Tap it to switch between Line 1 and Line 2. All data — faults, downtime, production — is filtered to your selected line.
- Day / Night mode: Tap the moon/sun icon in the top bar to switch between dark and light themes.
- Sign out: Go to Settings in the nav bar and tap Sign Out.
- Add to home screen (iPhone): Open the app in Safari, tap the Share button, then Add to Home Screen. The app will open full-screen without the browser bar.
Need help or have feedback? Contact Clayton directly:
Tap to open a text message — fastest way to reach Clayton
Demo Data
Load sample faults, stoppages and production records to explore FactoryMind without entering real data.
Send Feedback
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Thank you!
Your feedback has been saved. Clayton reads every submission personally.
All feedback is read personally by Clayton. Whether it's a bug, a feature idea, or just a question — we want to hear it.
Your Previous Submissions
Shift History
Automatically saved records of completed shifts.
Team Members
Everyone registered on FactoryMind at this site.
FactoryMind
Built for the people who actually work on the line.
FactoryMind is a factory fault knowledge base built for the people who actually work on the line. When a machine goes down, operators can search past faults and get instant step-by-step guidance based on what's worked before — no waiting for the right engineer, no digging through spreadsheets, no starting from scratch.
The more your team logs, the smarter it gets. Every fault recorded is knowledge saved. Every fix documented is time saved next time.
What it does today
FactoryMind gives your team the tools to log faults and fixes, record downtime, track hourly production against target, and monitor machine health — all in one place. Operators can search past faults using AI to get instant diagnosis and step-by-step guidance. Supervisors get auto-generated shift handover reports with their own notes attached. And a bi-weekly leaderboard recognises the operators who are building the knowledge base for everyone else.
The vision
"No problem should ever be new twice."
FactoryMind is built to become the long-term memory of any factory floor. The goal is a world where every operator — from day one — has access to the collective knowledge of every engineer and technician who came before them. Where machine faults are predicted before they cause downtime. Where shift handovers are seamless. Where the knowledge that usually walks out the door when an experienced engineer leaves, stays in the building forever.
Future features in development
Founded by Clayton Harris
Clayton Harris
Manufacturing machine operator · 10 years hands-on experience
Founder & Developer of FactoryMind
FactoryMind was founded by Clayton Harris, a manufacturing machine operator with 10 years of hands-on experience across some of the UK's leading production facilities.
Clayton built FactoryMind because he lived the problem. Faults repeating because no one wrote down the fix. New starters left to figure things out alone. Experienced engineers carrying years of knowledge in their heads with no way to pass it on. FactoryMind is the tool he always wished existed on the factory floor.
And it's not just the shop floor that benefits. Management get real visibility — downtime trends, machine health scores, shift-by-shift production data, and a searchable record of every fault ever logged. The kind of insight that used to take hours to pull together, available at a glance.
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