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Code Colonies

Industry

Chemicals and Materials

Batch records and safety checks for dye, polymer and specialty chemical plants. Chemical makers run batch processes from recipes, handle hazardous materials under strict rules and ship to customers who expect a certificate of analysis with every lot, often for export. Gujarat's industrial estates at Vapi, Ankleshwar, Dahej and Vatva hold many of them. Software fits where recipes, batch sheets, QC results, MSDS and dispatch documents still live in Excel and folders.

  • Specialty and fine chemicals
  • Dyes, pigments and intermediates
  • Polymers, plastics and compounding
  • Paints, coatings and adhesives
  • Agrochemical technical and formulation units
  • Chemical traders and distributors
Industrial containers and storage areas on the premises of a chemical plant

The pressure points

What slows chemicals and materials teams down

Recipes and batch sheets in Excel
Master formulas, scale-ups and batch sheets are copied between workbooks, so the shop floor may run an old version.
QC certificates prepared one by one
Each lot needs a CoA in the customer's format, typed from lab registers. Export customers want specifications by grade and test method.
Hazardous material paperwork
SDS, labels, TREM cards, transport documents and storage limits are maintained by hand, and errors carry real risk.
Yield and cost are guessed
Actual yield, solvent recovery and utilities per batch are not captured, so product costing and pricing rely on estimates.

Built for this sector

Systems specific to chemicals and materials

The work that generic software does not cover, and where most of the value sits.

Recipe and formula management
Master formulas with versions, approved substitutions, scale factors and change control from R&D to the plant.
QC and certificate system
Specifications by grade and customer, test results from the lab, out of specification handling and CoAs generated per lot.
SDS and label management
Safety data sheets and GHS labels by product and market, with the right hazard statements and languages.
Hazardous goods dispatch
Transport classification, TREM cards, vehicle and driver checks, and documents for road, sea and air shipments.

Where AI helps

AI use cases with a clear return

  1. SDS and CoA drafting

    Drafts safety data sheets and certificates of analysis from product data and test results, for the regulatory or QC person to approve.

    Documents go out with each dispatch

  2. Batch deviation detection

    Compares temperature, pressure and dosing readings against good batches and flags drift while the batch is running.

    Off-spec batches are caught earlier

  3. Technical query assistant

    Answers customer questions on solubility, compatibility and handling from your TDS, SDS and past correspondence, for the technical team to send.

    Customers get technical answers faster

  4. Enquiry to grade matching

    Reads a customer enquiry or specification and suggests existing grades that meet it, or the closest ones.

    Fewer new grades developed when an existing one fits

  5. Regulatory list screening

    Screens formulations against REACH restricted substances and customer banned lists.

    Compliance gaps found before samples ship

What your team would see

Plant and quality overview
Illustrative
Batches this month
286
Average yield
92.4%
First pass QC approval
96%
Solvent recovery
88%

Average batch yield by week (%)

Average batch yield by week (%), point 1: 90.1Average batch yield by week (%), point 2: 90.6Average batch yield by week (%), point 3: 89.8Average batch yield by week (%), point 4: 91.2Average batch yield by week (%), point 5: 91.5Average batch yield by week (%), point 6: 91Average batch yield by week (%), point 7: 92.1Average batch yield by week (%), point 8: 92.4Average batch yield by week (%), point 9: 92Average batch yield by week (%), point 10: 92.6

Reactor utilisation

  • R-10186
  • R-10274
  • R-10391
  • R-20158
  • R-20267

A sample of the kind of dashboard we build for this sector. Figures are illustrative.

Connects with

  • SAP Business One and Tally
  • LIMS and lab instruments
  • PLC and SCADA (read only)
  • Weighbridges
  • GPCB and pollution board portals
  • Export documentation and ICEGATE
  • WhatsApp Business

Rules we design for

  • MSIHC Rules 1989
  • Factories Act
  • Hazardous and Other Wastes Rules 2016
  • REACH
  • GHS labelling
  • BIS Quality Control Orders

Before you start

Chemicals and Materials: common questions

Is this only for large plants?

No. Many specialty chemical units are mid-sized. We often start with recipes, QC and CoAs, running alongside Tally, and add batch execution later.

Can you read data from our reactors?

Yes, read-only from PLCs, SCADA or data loggers through a gateway. Nothing is written back to plant controls.

Are AI generated SDS documents safe to send?

Only after review. The AI drafts from your product data, and a competent person checks hazard classification and signs off before it is issued.

Talk to us

Working in chemicals and materials?

Tell us which process hurts most. Someone who knows the sector will reply with two or three options and rough hours.

All industries
Timeline

Start a conversation

Tell us what you are trying to build.

Share the problem in a short call. You leave with a clear view of the approach, the team and the cost.

Or get a ballpark proposal in two minutes

A specialist replies within one working day. The first conversation is free.

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