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Computer vision that turns your CCTV into numbers.
AIQU Systems builds computer vision systems for Indonesian retailers, F&B operators, warehouses and fleets. We use the cameras you already own, run the models on-site, and send results straight into your POS, ERP or WhatsApp.
- Existing CCTV
- Edge inference
- POS / ERP integration
A Vision Assessment on 2 days of your own footage, credited toward the pilot.
What we build
What we build with computer vision
Each system starts from one loss you can already name, and ends with a number on your P&L.
Product and tray recognition
A camera above the till identifies every item and builds the bill, cutting miskeys and queue time.
Shrinkage and leakage detection
Flags unbilled items, sweethearting at the till and stock leaving without a transaction.
Queue and footfall analytics
Counts visitors, queue length and walk-aways by hour, so you staff to real demand.
On-shelf availability
Spots empty or mis-faced shelves before customers do, and alerts store staff.
Loading dock and vehicle visibility
Tracks dock occupancy, idle time and vehicle movements across depots and yards.
SOP and safety checks
Checks kitchen hygiene steps, PPE use and process compliance, and logs exceptions.
Process
How an engagement runs
Assess
Vision Assessment on 2 days of existing footage: losses in rupiah and a pilot baseline.
Pilot
One site, one camera set, one metric, 4–8 weeks, measured against the baseline.
Deploy
Models run on an edge device on-site and connect to your POS, ERP or alerts channel.
Improve
We monitor accuracy, retrain on new products and roll out site by site.
Why edge, and why it matters in Indonesia
Processing happens on a small device at your site, not in a foreign cloud. Billing keeps working when the internet drops, and footage never leaves your premises, which keeps you aligned with Indonesia's Personal Data Protection Law (UU No. 27 Tahun 2022).
Related work
Case studies from our founders' work at previous companies, before AIQU Systems.
Frequently asked questions
Do we need new cameras for computer vision?
Usually not. Most use cases work on existing 1080p CCTV. Some, like tray recognition, need one overhead camera at the till, which we specify in the pilot.
How accurate is it?
We agree an accuracy target and a baseline before the pilot and report against both every week. You only move to rollout if the target is met.
Does it work without internet?
Yes. Models run on an edge device on-site, so recognition and billing continue offline and sync when the connection returns.
What about customer privacy?
We do not store faces. Footage stays on-site or is processed under NDA and deleted, in line with UU No. 27 Tahun 2022 on personal data protection.
How much does a computer vision project cost?
You start with a Rp 25.000.000 Vision Assessment. Pilots and rollouts are priced under our partnership models; see the pricing page for starting prices in rupiah.
Find out what your cameras are missing.
Start with a Vision Assessment: 2 days of your existing CCTV footage, a loss report in rupiah within 10 working days, and the Rp 25.000.000 fee credited in full toward a pilot.