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Also serving Secunderabad
Hyderabad has the data, from pharma quality records to jewellery sales history; what most mid-sized firms lack is a team to turn it into working AI.

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There is an irony in Hyderabad. The city trains and employs a large share of India's AI engineers, yet almost all of them work for global technology companies. The pharmaceuticals exporter, the pearl merchant's growing retail chain, the Secunderabad trading house and the mid-sized software firm in Madhapur cannot hire that talent for their own problems.
Acube works as the AI development company for that middle tier. We build custom solutions around a specific business problem: models that forecast demand, systems that read and classify documents, assistants that answer from your own manuals and records, and computer-vision or language features inside existing products. Each project starts with a plain question. What decision or task should improve, and how will we know it has?

Years of batch records, certificates of analysis, contracts and purchase orders sit as PDFs. They hold answers nobody can search. Document AI extracts the fields and the text, so a quality head can ask a question and get the source page along with the answer.
A jewellery retailer planning festival stock, or a distributor planning monsoon season demand, usually relies on the owner's memory. A forecasting model trained on your own sales history gives a second opinion with reasons, which the owner can accept or overrule.
Software firms in Hyderabad are being asked by their own clients for AI inside the product. We work as the specialist team behind that feature, from prototype to a version that is monitored in production.
Pharmaceuticals & biotech
Search and question-answering over SOPs, batch documents and regulatory correspondence, extraction of data from certificates of analysis, and anomaly flags on quality or stability data for a qualified person to review.
Jewellery & pearls trade
Demand forecasting by category and store ahead of wedding and festival seasons, product tagging from photographs for online catalogues, and customer segmentation from purchase history for the showrooms around Punjagutta and Abids.
Information technology & ITES
Embedded AI features for product companies, such as summarisation, classification and semantic search, built to the client's architecture and handed over with documentation so their own engineers can maintain it.
AI development is data work, and data travels more easily than people. We run Hyderabad projects from Kochi with a discovery phase on video, secure access to a sample of your data, and fortnightly demonstrations of what the model can and cannot yet do. For the initial problem-framing workshop we prefer to sit with your domain experts in person, and we schedule that visit into the plan.
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

MultiWealth Capital
MultiWealth Capital — ERPNext Cut Loan Processing Time by 60%
Often, yes. Language and document models need far less of your own data than older machine-learning methods did. Forecasting does need some history. A short data assessment at the start tells you honestly what is feasible now and what needs better record-keeping first.
Not without your decision. Models can be deployed inside your own cloud account, and we can work on masked or sampled data during development. For pharmaceuticals and financial clients, data handling is written into the agreement before any file is shared.
A tool solves a general problem for everyone. Custom development solves your particular problem using your data and fits into your systems. If a ready product does the job well, we will tell you to buy it. We build when nothing on the shelf fits.
More services in Hyderabad
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