Adhesives and sealants manufacturers can use AI to build custom production software for formulations and batch records, process parameters, viscosity and performance testing, retention samples, filling into tubes cartridges and drums, batch coding with manufacture and expiry dates, first expiry first out dispatch, distributor stock ageing and near-expiry returns. Pentoggle is an AI platform that generates production-ready software from a plain English description, which means an adhesives unit can build an application around its own products and shelf life rules instead of adapting to a system built for a durable product.
Most adhesives and sealants manufacturers in India already run Tally for accounting, some run Busy or Marg, and larger businesses may run SAP Business One. Those systems handle purchase, sales, GST and accounting well. This is not a proposal to replace them. Pentoggle builds the plant application around them, covering the workflows they were never designed for. General process workflows are covered in the chemical manufacturing guide.
An adhesives business earns differently from most manufacturers because the product has a clock running on it. A bearing made today is worth the same in a year. An adhesive made today has a defined shelf life, loses performance as it approaches the end of it, and becomes a return or a write-off after. Everything about how the plant plans, stores and dispatches is shaped by that clock.
Key takeaways
- Stock in this industry is perishable, so quantity on hand is meaningless without age attached to it.
- First expiry first out has to be enforced at dispatch, because the natural behaviour of any godown is to ship whatever is nearest the door.
- Performance testing on a batch is what protects you when a customer reports a bond failure months later, and retention samples are the other half of that answer.
- Stock sitting with distributors is ageing at your risk, since near-expiry material usually comes back.
- The number that runs an adhesives plant is the share of stock and dispatches that are within a healthy portion of their shelf life.
A note on regulatory requirements
Adhesives, sealants and solvent-based products are subject to labelling, storage, handling and transport requirements that vary by product and quantity, and some carry additional obligations for flammable or hazardous contents. Pentoggle applications hold operational records: formulations, batch details, test results, packing and dispatch. They are not a substitute for the statutory registers, licences or safety documentation your plant is required to maintain, and they do not certify compliance. Confirm what applies to your products and site with your safety officer and regulatory consultant.
Why adhesives units are badly served by existing software
Tally records the raw material purchase and the sales invoice. It does not know that four hundred cartons in the godown are eleven months into a twelve month shelf life, that the batch a customer is complaining about was tested and passed but the retention sample cannot be located, or that a distributor has been holding stock since last winter and is about to ask for a credit note.
Packaged ERP holds an expiry date field and usually stops there. It will tell you a batch expires in March. It will not enforce which batch goes out on today's dispatch, will not show ageing across the distribution chain, and will not connect a customer complaint to the batch, its test results and its retained sample without somebody assembling all three by hand.
The rest lives in the batch card, the lab register, the godown storeman's knowledge of what is stacked where, and a returns file nobody enjoys opening.
Most plants are running some combination of the first two columns below.
What adhesives units use today, and what they can build instead
| Registers and Excel | Packaged ERP | Application built with Pentoggle | |
|---|---|---|---|
| Batch record | Card at the vessel | Process order at standard | Actual charges, parameters, operator and test results |
| Shelf life | Date written on the carton | Expiry date field | Derived from the batch, tracked as ageing across stock |
| Dispatch selection | Whatever is nearest the door | Manual batch selection | First expiry first out suggested and recorded |
| Testing | Lab register | Quality module priced separately | Viscosity, bond and performance results tied to the batch |
| Retention samples | A shelf in the lab | Not modelled | Sample recorded with location and disposal date |
| Distributor stock | Known when they complain | Not visible | Ageing of stock held downstream, where reported |
| Returns | A file and an argument | Credit note | Linked to the original batch, with reason and age |
What an adhesives unit can build
Each of these can be built separately or combined. Most plants start with batch records and shelf life tracking.
Formulation and version control
The recipe as it stands, revisions, and which batches ran on which version.
Batch record
Batch number, product, vessel, raw materials and lots charged, process parameters, timings and operator.
Testing
Viscosity, solids, tack, bond strength, setting time and any customer-specific test, recorded against the batch with pass or fail.
Retention samples
What was retained from each batch, where it is stored and when it may be disposed of.
Filling and packing
Output by pack size, tubes, cartridges, bottles or drums, against batch volume, with filling loss visible.
Batch coding
Manufacture date and expiry derived from the batch record rather than typed at the filling line.
Stock with ageing
Finished goods by batch with age against shelf life, at the plant and at any depot.
First expiry first out dispatch
The batch to ship suggested by age, with the selection recorded so exceptions are visible.
Distributor stock and returns
Stock held downstream where distributors report it, near-expiry alerts, and returns linked to their original batch.
Complaint handling
Customer complaints linked to the batch, its test results and its retained sample.
Quantity without age is not stock
A godown report that says twelve hundred cartons is telling you something incomplete. Twelve hundred cartons with nine months of shelf life remaining is inventory. The same twelve hundred with six weeks remaining is a problem that has already happened and has not been recognised yet.
The distinction matters because the actions available shrink as the clock runs. Material with months left can be sold normally. Material with weeks left needs a discount, a distributor willing to move it quickly, or a customer with high turnover. Material past expiry is a write-off and, in some cases, a disposal cost.
Holding stock with age attached converts the annual write-off into a series of small decisions taken in time. A monthly review of what will be inside its last quarter of shelf life produces a short list, and every item on that list is worth more today than it will be worth when it becomes a return.
This also changes production planning, because making a batch of a slow-moving product is a decision to start a clock. A plant that can see current stock age alongside recent offtake makes that decision differently.
First expiry first out is a dispatch decision, not a policy
Every adhesives manufacturer has a first expiry first out policy. The godown behaves differently, because the natural way to load a vehicle is to take what is accessible, and what is accessible is what arrived last.
The result is a slow accumulation of old stock at the back, which nobody notices until it is too old to ship. The policy was never wrong. It simply had no mechanism.
The mechanism is small: at dispatch, the application proposes the batch to ship based on age, and if a different batch goes out, the exception is recorded. That single record does two things. It makes the policy actually operate, and it makes the exceptions visible, which is how you learn that one customer always refuses older stock or that a particular pack size is not being rotated at all.
A complaint arrives months after the batch
Bond failures are discovered when they matter, which is after the customer has used the product. The complaint arrives long after the batch was made, usually with a batch code and little else.
Answering it requires three things at once: what the batch tested at when it was made, what the retained sample shows now, and where else that batch went. If the test results are in a lab register, the sample is on a shelf with a handwritten label and the dispatch records are in another system, assembling that answer takes days, and the customer's confidence erodes while they wait.
If all three are linked to the batch when they are created, the answer takes minutes and it is defensible. It also bounds the exposure, since knowing exactly which other customers received the same batch is the difference between a targeted check and a general recall.
Why building this is now practical
A plant filling a few hundred thousand tubes a year has never been able to justify custom software. A development team, a specification document and a six month build were never going to be recovered on products sold through distributors at competitive rates.
That has changed. With Pentoggle you describe how your plant runs, including your products and their shelf lives, what you test, how you fill and code, and how your distribution works, and get a working application. When you add a product, change a shelf life, or start collecting stock ageing from distributors, you describe the change and the application updates. Most plants start with batch records and shelf life tracking, because the clock is the business.
Why adhesives units choose Pentoggle
Built around shelf life
Age attached to every batch and every carton, at the plant and downstream.
First expiry first out that operates
Suggested at dispatch, with exceptions recorded rather than assumed away.
Works alongside Tally
Pentoggle handles the plant and stock ageing. Your accounting stays where your CA already works.
Complaints answerable
Batch, tests and retained sample linked when they are created.
Changes in days
A new product or a new distributor reporting format does not become a three month project.
The one number that runs an adhesives plant
The share of stock and dispatches within a healthy portion of shelf life.
Set the threshold where your product warrants it, commonly two thirds or three quarters of shelf life remaining at dispatch. Then measure two things: what proportion of stock on hand is inside that window, and what proportion of what you shipped this month was.
Both numbers move before losses appear. Stock ageing beyond the threshold predicts write-offs a quarter ahead. Dispatches outside it predict returns and complaints, because a customer who receives material with little life left will either use it in a hurry or send it back.
Review monthly by product. The products that consistently fail this test are being made in batch sizes larger than their offtake, which is a planning decision rather than a warehouse problem.
Ready to build adhesives manufacturing software?
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