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Also serving Trivandrum
Thiruvananthapuram has research depth that few Indian cities can match. Custom AI development turns an organisation's own documents and data into tools its people actually use.
Trusted by 200+ organisations across India & overseas — including
This is a city that is comfortable with hard problems. Space and defence research, medical institutes, a university and a large software workforce sit within a few kilometres of each other. What many organisations here lack is not understanding of AI but engineering time to turn an idea into a dependable system: one that answers from the right documents, respects access rules and can be maintained after the pilot.
Acube builds custom AI for businesses and institutions. Typical work includes assistants grounded in internal knowledge, document reading and classification, forecasting from ERP data, and automation that connects these to everyday software. Off-the-shelf tools know nothing about your procedures. A custom build, scoped narrowly and tested with your staff in Trivandrum, does. It is built around your vocabulary, your forms and your approval rules.
Decades of reports, manuals, circulars and case records exist as scanned PDFs nobody can search. We build retrieval systems that find the right passage and cite the source, so an answer can always be checked against the original document. Access follows the permissions people already hold.
A demo built on a laptop impresses a committee and then stalls. We plan hosting, access control, monitoring and cost from the first week, which is what separates a working tool from a proof of concept. We also agree who will own it afterwards.
Hospitals and research-linked firms cannot send sensitive material to unknown servers. We design around that constraint, including deployments on infrastructure you control, and document exactly what each component can see. Nothing is connected to an outside service without your written approval, and logs show who asked what.
Aerospace and defence research
Suppliers and engineering service firms working with the research establishments hold large technical archives. Search over specifications and test reports, and classification of incoming documents, save engineers hours without moving data off approved systems. Access stays restricted by project.
Healthcare and hospitals
Summaries of long records for administrative use, coding and sorting of insurance paperwork, and forecasting of pharmacy consumption from past issues. Clinical judgement stays with clinicians, and every output is reviewable. Staff can correct the system, and it improves.
Higher education
Assistants that answer student questions from the prospectus and regulations, tools that help offices process applications and certificates, and analysis of admission and result data for the management. Faculty can search past question papers and syllabus documents in seconds.
Each engagement starts narrow: one use case, a defined data set and a measure of success agreed in writing. We build a pilot, put it before real users, and refine it before any wider rollout. Workshops and reviews for capital-city clients are held in person through our Thiruvananthapuram office, with the engineering team working from Kochi.
Case studies
Indus Motor Company Private Limited
Indus Motor — ERPNext Cut Stock-Outs 40% Across Showrooms
Biotech Research Society, India (BRSI)
BRSI — Association Management Software for a National Scientific Society
Kerala State Road Transport Corporation (KSRTC)
KSRTC — ERPNext Courier System Delivered ₹1 Crore in Profit
In many cases, yes. Depending on the task, models can be hosted on your own infrastructure or a private cloud account, with no data leaving it. We explain the trade-offs in accuracy, hardware and upkeep before you decide. Hybrid arrangements are also possible.
By grounding answers in your approved documents and showing the source alongside each reply. Where the material does not contain an answer, the assistant is built to say so. We also test with difficult questions from your own staff before release.
No. We hand over documentation, monitoring and a support arrangement. Your team needs an owner who understands the process being automated. If you already have engineers, as many Technopark firms do, we work alongside them and share the code. Training for that person is included.
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Kochi (Kadavanthra & Infopark) · Thiruvananthapuram · across India & overseas · In business since 2011