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Custom AI that's grounded in your data — not a generic model guessing about your business.
Free, no-obligation consult · No forms — just a real person.
Official ERPNext Partner
In business since 2011 · 200+ clients
You've seen the demo. A model writes a poem, summarises a PDF, answers a trivia question — magic. Then you try to put it to work in your operation and the cracks show: it doesn't know your products, it invents policies you don't have, it can't see your stock, and pasting your contracts into a public tool gives your compliance officer a heart attack.
The gap between a clever prototype and a system you'd actually trust in production is wide — and it's exactly where most "AI projects" die. Acube Innovations closes that gap. Whether you're a product head who needs an AI feature shipped or an IT head who has to make it safe and maintainable, we build custom AI applications around your real data — generative-AI assistants, RAG systems, predictive ML models and computer vision — with a human in the loop and your data kept private.
In business since
Clients served
ERP projects
Work by referral
You need to ship an AI feature in your product or app, and your team has never built one in production.
A public AI tool "kind of works" but you can't trust it with customers or money.
You're sitting on documents, transaction history or images you know hold value you're not extracting.
Your IT lead's first question is "where does the data go, and can we maintain this?" — and it's unanswered.
You want AI wired into ERPNext, your CRM, website or mobile app — not a toy in a separate tab.
generic chat tools can't answer questions about your products, policies or stock.
when there's nothing grounding it in real, current data.
pasting confidential documents into public tools is a compliance risk you can't audit.
to the systems where the work actually happens — your ERP, CRM or apps. Custom AI fixes all four: it's grounded on your data, runs inside your environment, and plugs into your systems.
| AI capability | What it does for you |
|---|---|
| Generative-AI & LLM apps | Assistants that draft quotes, summarise documents, generate reports and answer staff questions — tuned to your domain. |
| RAG (retrieval-augmented generation) | "Ask your documents" assistants grounded in your manuals, policies and ERP data — answers cite real sources, not guesses. |
| Predictive analytics & ML models | Demand forecasting, churn prediction, lead scoring, credit-risk signals — built on your transaction history. |
| Computer vision | Quality inspection, document/ID reading (OCR), object counting, attendance and safety checks from images. |
| AI integrations | Wiring AI into ERPNext, your website, mobile apps and internal tools via secure APIs. |
| Job to be done | Before | After (human-in-the-loop) |
|---|---|---|
| Drafting quotes & reports | Staff write from a blank page every time | AI drafts from your templates and data; staff edit and approve |
| Finding a policy or spec | Hunt through SOPs, contracts, manuals | RAG assistant answers in plain English and cites the source |
| Forecasting demand | Gut feel and spreadsheet averages | ML model trained on your real history; sharper than averages |
| Reading documents | Manual keying, slow and error-prone | Computer vision/OCR extracts fields; humans handle exceptions |
the clean, governed records in ERPNext or your databases — as the source of truth.
SOPs, product catalogues, contracts — so answers cite real, current sources instead of inventing them.
deployed on your cloud or private hosting, with your confidential data excluded from public model training.
AI drafts and suggests; your people approve what matters. You set the confidence thresholds, and every action is logged. See it on your data: Call +91 62358 66111 or WhatsApp us.
Human-in-the-loop — the model proposes; your people dispose on anything that carries money or risk. Low-confidence cases route to a person, not through silently.
we test on your real data, compare against your manual baseline, and show you the honest error rate before go-live. We tune until it clears your bar.
your data stays in your environment, with access controls and audit logs. We build for compliance, not convenience.
clean code, documentation, monitoring and a clear handover. No black box only one person understands.
We shortlist use cases by payback and data-readiness. You get a ranked plan, not a sales pitch.
We build the first use case and measure accuracy and time/cost saved against your manual baseline.
Your team validates outputs; we tune until accuracy clears your threshold.
Audit logs, fallback paths, monitoring, security and access controls.
Roll into web and mobile apps, feed BI dashboards, and expand to the next use case.
Cut the hours spent reading and keying documents by automating extraction, with humans approving exceptions only.
Sharper demand forecasts than spreadsheet averages, reducing both stockouts and dead stock.
Faster quote and report drafting, with staff editing rather than writing from scratch.
Minutes-not-hours to find the right answer buried across your SOPs and contracts.
A "wait and see" stance has a price tag: the hours your team spends on work a grounded model could draft in seconds, the forecasting errors that show up as dead stock and stockouts, and the slow erosion of being the team that talks about AI while competitors ship it. You don't need a moonshot to start — you need one feature, scoped to a fixed-price pilot, that proves the value. Then the next.
Python/Django, Java Spring Boot, Angular, React, Flutter, plus ERPNext/Frappe, so AI connects to your real systems instead of sitting in a silo.
your data stays in your environment; we build for data ownership and compliance.
in business since 2011, an Official ERPNext Partner trusted by demanding operations; see our work →.
domain context for GST, finance, logistics and retail, with multilingual support including Indian languages.
monitoring and improvement after go-live, because models drift and businesses change.
demand forecasting, product Q&A, image-based quality checks.
document reading, risk and anomaly signals, credit scoring support.
demand/route forecasting, proof-of-delivery vision.
AI features shipped inside your own product.
Official ERPNext Partner
Usually we don't need to. The fastest, most reliable path is grounding strong existing models on your data with RAG and fine-tuning where it pays off. Where a custom ML model is the right tool (e.g. forecasting), we build and train it on your history.
We ground answers in your real data and documents (RAG), constrain the model to cite sources, keep a human approving important decisions, and measure the error rate openly before go-live.
Yes — that's our core strength. We connect AI through secure APIs to ERPNext, your CRM, website and mobile apps so it acts on live data.
No. We deploy in your environment and exclude your confidential data from public training. Data ownership and access control are part of every build.
You do. We work with a clean handover, documentation and your repositories — no lock-in, no black box only we can maintain.
We scope a fixed-price pilot after a short discovery (typically 1–2 weeks), so you can judge ROI before committing to scale.
Yes — we roll AI features into your [web](/services/web-development/) and [mobile apps](/services/mobile-app-development/), or expose them as secure APIs for your own product.
Get a clear plan, an honest timeline, and a fixed scope. Talk to a real expert today — whether or not you work with us.
Kochi (Kadavanthra & Infopark) · Thiruvananthapuram · across India & overseas · In business since 2011