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Gold showrooms, furniture makers and travel firms in Malappuram sit on years of sales and customer data; custom AI turns that history into forecasts and answers instead of archived files.
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Most established businesses in Malappuram have more data than they realise: a decade of bills in a jewellery showroom, every outpatient visit in a Perinthalmanna hospital, thousands of admission enquiries at a coaching centre. It is rarely used. Buying decisions are still made on instinct, and when staff need a policy or a price history they ask the oldest person in the room.
AI development at Acube means building software around that data for a specific job. That could be a forecasting model trained on your own sales, an assistant that answers staff questions from your documents and ERP records, a tool that reads IDs and forms, or a language model that drafts quotations from your templates. Each is custom-built, tested with your team, and keeps a person in the approval seat.
Stock for Ramadan, Onam, the wedding months and the NRI holiday season is ordered on memory of last year. A demand forecasting model built on your billing history, by category and by branch, gives the buyer a starting number to argue with, which is better than a blank sheet.
Hospital policies, loan rules at a cooperative society, a builder's specifications and past agreements all live in PDFs and folders. A retrieval-based assistant answers questions in plain language and cites the document it used, so new staff stop interrupting seniors over every doubt.
Travel agencies key passport details, hospitals key registration forms, and finance firms key KYC documents. Document reading with OCR and AI extracts the fields into the system for a person to confirm, cutting both the queue at the desk and the spelling mistakes.
Gold and jewellery retail
Forecasts of which weight ranges and designs move in which months, customer segments based on purchase history, and lead scoring for wedding enquiries, all built on the showroom's own records.
Timber and furniture
Drafting of quotations for made-to-order furniture from past jobs and current timber rates, and image-based help in cataloguing designs, so a Nilambur workshop replies to enquiries the same day.
Remittance and travel services
Passport and visa document reading, automatic itinerary drafts and an internal assistant that answers fare-rule and package questions for counter staff during the Haj and Umrah rush.
AI work starts with your data, so the first step with a Malappuram client is a visit to see what exists, how clean it is and who owns it. We agree one measurable use case, build a prototype on a sample, and show results before anything is scaled. Engineering is done in Kochi. Your data stays in an environment you control.
Case studies
DSV Global Transport and Logistics
DSV — ERPNext Asset Tagging Cut Untraceable Assets 21%
Indus Motor Company Private Limited
Indus Motor — ERPNext Cut Stock-Outs 40% Across Showrooms
Valiyaveedans Interiors
Valiyaveedans Interiors — ERPNext Halved Quotation Turnaround
Yes, provided the business records are digital. Billing, patient or enquiry data in ERPNext, Tally exports or even well-kept Excel files is enough to begin. Part of our work is cleaning and structuring that data. If the records are too thin for a reliable model, we say so at the start.
In infrastructure agreed with you, usually your own cloud account or a private server. Sensitive records such as patient files or KYC documents are not used to train public models. Access is role-based and logged, and we put the data handling terms in the contract.
You test it against what actually happened. A forecast is checked against past seasons it has not seen, and a document assistant is checked with real questions from your staff. We report accuracy honestly, keep human approval on decisions, and retrain as new data arrives.
More services in Malappuram
Get a clear plan, an honest timeline, and a fixed scope. Talk to a real expert today — whether or not you work with us.
or write to info@acube.co
Kochi (Kadavanthra & Infopark) · Thiruvananthapuram · across India & overseas · In business since 2011