Industrial AI for chemical blending, filling and distribution plants
A chemical distribution and toll blending plant does not make molecules: it formulates, fills, identifies and delivers. Between the tanker unloading at the tank farm and the drum arriving at a branch there are five or six pairs of hands, as many documents and a hazard label that has to tell the exact truth. iLEAN captures every hand-off without changing anyone's habit, inspects closure and label at 100% and leaves the evidence organized before anyone asks for it.
PTA-PET polyester complexes
Paperless preservation logs, the offline panel that starts talking, work permit validated on a tablet, vision on PET chip, verified startup lineup, PSM evidence pack and zero unplanned downtime.
View cases → 12 casesChemical distribution and toll blending — bulk, blending and filling
Paperless blending order, the solvent recovery unit that starts talking, vision on closure and hazard label, validated product changeover and zero liters without identity from tank to customer.
View cases → 12 casesAgricultural biosolutions
Paperless formulation batch start, a fermenter panel that talks, batch and expiry coder without retyping, camera-validated cleaning between organic batches and zero certification losses.
View cases →All 39 cases in chemical blending
The complete listing, unpaginated. Each link goes to the specific case: the problem as it shows up on the plant floor, how the IRIS schema solves it and what was measured.
- A leaking container is not a return: it is an in-transit spill
- Cleaning between products stops being signed for and starts being proven
- Findings come from the gaps, not from the work
- From a paper blending order to a live batch at second zero
- From raw material to pallet, four rings that verify each other
- From the shared folder to the ERP, no re-typing
- Humans in command, in two taps
- If the specialist keeps a parallel spreadsheet, you have this problem
- In continuous process, a supply delay is a countdown
- Industrial AI for PTA-PET polyester complexes
- Industrial artificial intelligence for chemical blending, packaging and distribution plants
- IRIS use cases for agricultural bioinput manufacturers
- JIDOKA applied to the plant's most expensive moment
- Modern machines still worked by hand: closing the last connection
- No data enters the system unseen by a human: the gate is at the transfer
- No liter should lose its identity between the tank and the customer
- Receiving is where a liter gets its identity: do not let it be mistyped
- Same reactor, now it talks
- Talk to the AI without stopping to walk
- The alert that used to arrive late, now arrives on time
- The audit stops being a two-week project
- The batch exists in the system from second zero
- The certificate that appears in a second, not in a binder
- The defect gets diverted before it reaches packing
- The human signature is not automated. It is supported
- The lab samples; the camera leaves no gaps
- The laboratory releases batches without anyone retyping into the ERP
- The late tanker, resolved before the packaging line stops
- The person with the most context can type the least
- The quality sign-off, backed by visual evidence
- The rounds stay on paper; the data does not
- The shift supervisor's knowledge stops dying at handover
- The solvent recovery panel, digitized without touching the machine
- The spreadsheet that rules no longer needs a transcriber
- The truck no longer waits on the ERP
- There is no line B: four rings against unplanned downtime
- Utilities stop being islands, without touching their PLC
- Zero typing error on the final label
- Zero weeks reconstructing before the audit
Tell us your dominant process and we will tell you where to start.
We work on your plant's real data, not ours. Assessment with no commitment.