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Also serving Bangalore and Bengaluru
Bengaluru has no shortage of AI talk; what its labs, suppliers and product firms need is a working model wired into the systems where their data already lives.
Trusted by 200+ organisations across India & overseas — including
Bengaluru Urban is where much of India's AI research happens, which makes buyers here harder to impress and clearer about what they want. A biotech firm near Electronics City wants lab documents classified and searchable. An aerospace supplier wants inspection reports read and checked against tolerances. A SaaS company in Indiranagar wants a smart feature inside its product without building a machine-learning team to get it.
Acube is an AI development company for that practical middle ground. We build custom solutions: language-model assistants grounded in your documents, document extraction and classification, forecasting on your sales and stock history, and automation agents that complete defined back-office jobs. Each is built to order and connected to ERPNext or your existing software through APIs. We start with your data and a measurable target, and we say so plainly when a simpler rule will do the job.
Many Bangalore companies have a promising notebook demo that nobody can deploy. We engineer the unglamorous parts: data pipelines, access control, monitoring, fallbacks and a user interface, so the model becomes a tool staff can use on a Monday morning.
Specifications, SOPs, contracts and test reports sit in shared drives where search fails. A retrieval-based assistant answers questions from those files with the source cited, and respects who is allowed to see what. New staff find answers without interrupting a senior colleague.
Purchase and production planners in distribution and manufacturing often reorder from experience. Models trained on your own sales, seasonality and lead times suggest quantities, and the planner remains free to overrule them. Forecasts are compared with actual sales each cycle so trust is earned.
Biotechnology
Classification and search across lab notebooks, protocols and regulatory documents, and extraction of values from instrument reports into structured records, with access controls suited to research data. Scientists search years of work in plain language.
Aerospace and defence
Reading inspection and test certificates, checking values against drawing tolerances and flagging deviations for a quality engineer, deployed on private infrastructure where customer confidentiality requires it. The quality engineer reviews exceptions and signs off, not every sheet.
Startups and SaaS
AI features built into an existing product, such as summarisation, smart search or an in-app assistant, delivered by a team that works alongside the founders' own engineers. The startup keeps its roadmap and owns the code.
We work with Bengaluru clients as a remote engineering team based in Kochi. A project opens with a data review and a short feasibility exercise, so nobody commits to a build on hope. Workshops with domain experts are held at your site when the knowledge is in people's heads and not in files. After launch we monitor accuracy and retrain or adjust on an agreed cycle.
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
Kochi Metro Rail Limited (KMRL)
Kochi Metro (KMRL) — ERPNext Property & Lease Management, Zero Paper
Both, depending on the problem. For language tasks we usually build on established large models with your data supplied at query time. For forecasting or classification on tabular data we train models on your history. The choice is explained in the proposal, with its effect on hosting and running effort.
Yes. Where data cannot leave your environment, as is common for defence suppliers and research firms in Bangalore, we deploy on your infrastructure or a private cloud account that you own, and design the solution around open models that can be self-hosted.
We agree a metric before building: extraction accuracy on a test set, how many queries are answered correctly, forecast error against actuals. The pilot is judged on that number using your own data, and the result decides the next step.
More services in Bengaluru Urban
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