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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.
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Photo: Shishirdasika · CC BY-SA 4.0, cropped · via Wikimedia Commons
Trusted by 200+ organisations across India & overseas — including
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.
This is a city comfortable with hard problems. Space research at Thumba and Valiamala, IISER at Vithura, a life-sciences park at Thonnakkal, a university and a large software workforce sit within a short drive of each other. What organisations here lack is not understanding of AI but engineering time to turn an idea into a dependable system that answers from the right documents, respects access rules and survives 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, is built around your vocabulary, your forms and your approval rules.
Case studies
Kera Cabs
Kera Cabs — 55% of Bookings Moved Off the Phone and Into the App
Kerala State Road Transport Corporation (KSRTC)
KSRTC — ERPNext Courier System Delivered ₹1 Crore in Profit
Cochin Technical College
Cochin Technical College — Custom ERP Cut Admission Processing Time by Over 60%
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.
An example
A biotech firm in the life-sciences park at Thonnakkal has a quality manager with a question about a stability study run years ago, before the current staff joined. She types the batch description into the internal assistant. It returns the relevant paragraph from a scanned report, cites the file and page, and notes that a later deviation report refers to the same batch. She opens both, confirms the finding, and attaches them to the regulatory query she is answering. Down the corridor, a supplier certificate has been read and filed against the right material lot without anyone touching it. The system cannot see personnel files, because permissions were set that way on day one, and the log shows who asked what.
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.
Discovery and feasibility. Use cases ranked by payback and data readiness: a plan, not a pitch.
Pilot on real data. The first use case, measured for accuracy and time saved against your manual baseline.
Human review loop. Your team validates outputs while we tune to your threshold.
Production hardening. Audit logs, fallback paths, monitoring and access controls.
Scale and integrate. Rolled into your web and mobile apps and your dashboards.
The scope and timeline are agreed in writing before work starts.
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.
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. What your team needs is an owner who understands the process being automated, not a data scientist.
After a first conversation about the use case, the data behind it and the accuracy you need, we agree the scope and send you a written quotation. The price, the deliverables and the timeline are fixed against that scope before any work starts, so nothing grows without your sign-off.
You speak to someone who does this work, not a call centre. They ask about the decision or task you want AI to handle, the data behind it and the result you need. If it looks like a fit, we agree the scope and put it in writing, with the timeline, before any work starts. If it does not, we tell you.
Bio360 Life Sciences Park, Thonnakkalpark
KSIDC-promoted park at Thonnakkal, Mangalapuram, for biotechnology, nanotechnology and life-sciences research and manufacturing, with an incubation and technology development centre; phase I is 75 acres
Life-sciences units at the KSIDC park keep regulatory and batch records for years; retrieval that cites the exact page of an old study is worth more than any general chatbot.
Source: bio360.inIISER Thiruvananthapuram, Vithurainstitution
central science research and education institute established in 2008 on a campus about 40 km from the city
Research institutions hold thesis archives, instrument logs and grant paperwork; document search with strict access rules is the typical first AI project.
Source: en.wikipedia.orgDigital Science Park, Technocity, Pallippurampark
About 14-acre park run by the state digital university at Technocity for robotics, AI, smart hardware and electronics; foundation stone April 2023, construction expected to finish in 2026
The park under construction at Technocity is planned for robotics, AI and smart hardware; firms locating here will expect partners who can build models, not only integrate them.
Source: en.wikipedia.orgPlaces and organisations are named for local context only. Acube Innovations is not affiliated with or endorsed by them.
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Kochi (Kadavanthra & Infopark) · Thiruvananthapuram · across India & overseas · In business since 2011