Theexceptionintelligencelayerforfactories.
Factories leak 8 to 15 percent of gross margin every year on exceptions their ERP cannot see. Assessly runs autonomous agents on the floor that capture every disruption, trace its downstream cost, and recover value your current systems miss.
Chapter 02
ERP tracks the plan.
Chapter 02
Reality breaks the plan.
Chapter 02
Between the plan and reality, factories lose
0%of gross marginChapter 03
Three places where our agents go to work.
01Scheduling
Give customers deliverydates you can keep.
Half a shipment arrives. A spindle breaks. A supplier fails inspection. Your ERP's promise date becomes a guess. Our scheduling agent watches every event on the floor, traces impact across the dependency graph, and recalculates every affected order in the time it takes a worker to tap their phone.
Promise dates · Live
Exception queue
- #4471+$12,400Thu, Apr 25Fri, Apr 26
- #4469on trackWed, Apr 24Wed, Apr 24
- #4482+$3,100Mon, Apr 29Tue, Apr 30
- #4455+$8,900Fri, Apr 26Mon, Apr 29
Next best action
Call customer. Order #4471 before 16:00 local.
02Suppliers
Every defective shipment costs youmore than the refund.
Suppliers refund what the material cost. You eat the labour, the rework, the late shipments, the expedited replacements, the dealers you disappointed. Our supplier agent follows every defect from receiving bay to customer, learns which suppliers actually cost you money regardless of what they invoice, and builds the argument for moving volume elsewhere.
Supplier scorecard
Real cost vs invoiced cost · $/unit
Last 90 days
Reliable. Baseline.
Minor quality drift.
Costs 3.4x what they invoice.
Agent recommends
Supplier Chen is costing you 3.4× their invoice. Shifting 40% of volume to Wu saves $84k a quarter. Show me the contract terms.
03Materials
Turn 5 to 7 percent of yourwaste back into revenue.
Offcuts stack up in the corner of every factory because nobody tracks them and nobody matches them to what is coming. Our materials agent logs every piece of leftover stock, learns which dimensions and grades will fit future orders, and recommends the reuse before the next cut is made. Panels you were throwing away turn into margin.
Panel stock · indexed offcuts
Incoming order #4502 · 1200 × 450 mm
168 offcuts tracked
Incoming order #4502
1200 × 450 mm · due Thu
Saved this month
$14,220
Assessly says
Skip cutting. Reuse 1200×450.
Chapter 04
How it works.
Three agents. One event graph. Built for workers who speak in taps and scans, and owners who ask questions in plain language.
Workers scan workstation QR codes as they work.
The app runs offline, syncs when it finds signal, and needs nothing from your existing ERP to start capturing data.
Every capture becomes an event. Our propagation agent traces the impact across every order, material, machine, and supplier the event touches.
This is the layer nobody has built before, because ERP was designed for transactions, not for what actually happens on the floor.
Factory owners ask questions in Mandarin, English, or Russian.
“Which orders are going to slip this week?” “What did Chen's last batch actually cost me?” The answers come from every scan, every event, every cost the floor has fed us. No dashboards to learn.
Chapter 05
Two deployment modes. Same event graph.
For factories with existing ERP.
Your ERP keeps doing what it does well. Orders. Invoices. Stock levels. We run parallel, capturing the events that your ERP was never designed to model. Works with Kingdee, Yonyou, SAP, Odoo, and the paper records you do not want to admit you still use.
Average deploy time · 48 hours
For factories being built.
For new factories being built, Assessly is the system on day one. Event-first. Mobile-first. Works on patchy WiFi. Built around the people on the floor, not the software they used at the last place.
Kazakhstan cable factory. Live from first shift.
Chapter 06
Where Assessly stands today.
- Electric cable manufacturer, Kazakhstan
- Singapore HQ
- In pre-seed
Whatisyourfactoryleakingrightnow?
We deploy in hours. The first Margin Leak Report lands before the pilot is a month old.
Or email sriram@assessly.ai