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Also serving Trichur
A Thrissur lender has decades of repayment history and a jeweller has years of design-wise sales; custom AI turns that private data into decisions no public tool can make.
Trusted by 200+ organisations across India & overseas — including
The valuable data in Thrissur is not on the internet. It is in the repayment records of finance companies that have lent against gold for generations, in the design-by-design sales of jewellery houses, in the dealer order books of tile and plywood wholesalers. General-purpose AI tools know nothing about any of it, which is why their answers about your business are confident and useless.
AI development at Acube means building models and assistants on your own data: forecasting, classification, document understanding, and retrieval-based assistants that answer from your manuals and records with the source cited. We build narrow, measurable systems first, keep a human reviewer in the loop, and deploy inside infrastructure you control.
Which designs to stock before the wedding season is usually decided by the senior partner's feel. A forecasting model trained on past sales by category, weight range and branch gives the purchase team a second opinion grounded in numbers, not a replacement for judgement.
A finance company's circulars, credit policies and audit guidelines run to thousands of pages. A retrieval assistant lets a branch manager ask a question in plain words and get the relevant clause with its document reference, instead of phoning head office.
Accounts slide into overdue in patterns that are visible in hindsight. A model that scores accounts on repayment behaviour flags the ones worth a call this week, so collection staff spend time where it changes the outcome.
Banking and financial services
Risk scoring on your own repayment history, document extraction for KYC and collateral papers, and a policy assistant for branch staff, each validated against past cases before it influences a live decision.
Gold and jewellery manufacturing and retail
Demand forecasts by design family and branch, identification of slow-moving pieces that should be melted or moved, and customer segments for scheme renewals, all drawn from billing and stock data you already hold.
Tiles and ceramics
Dealer order prediction so that the godown holds the right sizes and finishes ahead of the building season, and reorder suggestions that account for supplier lead times from Gujarat and beyond.
We begin with a data review: what you have, how clean it is, and whether the question you want answered can be answered from it. For a Thrissur client that conversation happens face to face, because it involves people who rarely join video calls. The model build, evaluation and deployment are handled by our engineers, with results shown to you at each stage against an agreed baseline.
Case studies
Indus Motor Company Private Limited
Indus Motor — ERPNext Cut Stock-Outs 40% Across Showrooms
Della Fashions
Della Fashions — ERPNext POS Made Checkout 60% Faster Across Every Outlet
Queue Off
Queue Off — Digital Payments That Work on a Feature Phone, With No Internet
Often, yes. A few years of clean billing, stock or repayment records is enough for many forecasting and classification tasks. Where data is thin, we say so early and may suggest fixing data capture first. We would sooner decline a project than deliver a model that guesses.
We favour approaches that can be explained: which factors drove a score, which document a reply came from. For regulated work we keep records of model versions, training data ranges and test results, so that an internal or external reviewer can follow how an output was produced.
It does not need to. Development can happen in your own cloud account or on an isolated environment with access limited to named engineers under a confidentiality agreement. We set out the data flow in writing before work starts.
More services in Thrissur
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or write to info@acube.co
Kochi (Kadavanthra & Infopark) · Thiruvananthapuram · across India & overseas · In business since 2011