Now Live: Telegram automation deployed for a production client · Android apps relaunching on Play Store · Open for new partnerships
Live client work & research services

Where AI research
meets real delivery.

We don't pitch decks — we ship products. From Telegram automation to Android apps to academic curriculum, every service we offer has a live deployment behind it.

3+
Live client products
12+
University partnerships
3
Countries reached
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In production right now

Products live with clients today

Not demos. Not mockups. Active products built end-to-end by our team — running in production and actively maintained.

Live in production

Telegram Bots & API Automation

Built and operating for an active business client — Telegram bots and backend APIs that replaced manual internal workflows entirely. Designed, deployed, and maintained by Calyx Global.

3
Workflows automated
1
Live production client
Android & Reporting

Android Applications & Power BI Reporting

Production Android apps shipped to real users on the Play Store — including one acquired by an external buyer. Power BI reporting now rolling out to additional partners across operational systems.

1
App acquired by buyer
2
Apps relaunching
Our engineering services

What we build for you

Every engagement is scoped, built, and kept running by us — not handed off. We stay in the loop because the product's performance reflects on us too.

01

Workflow Automation

Telegram bots and API pipelines that eliminate repetitive internal processes — scoped, built, and maintained as ongoing engagements.

Telegram APIPythonREST APIs
02

Android Development

Production Android applications shipped to the Play Store — built with real architecture, not throwaway prototypes. One has already been acquired.

KotlinJetpackPlay Store
03

Data & Reporting

Power BI dashboards and reporting layers connected to your live operational data — built for decision-makers, not data teams.

Power BIDAXLive Data
04

AI & Machine Learning

Research-grade machine learning applied to real-world problems — from model design to deployment, across academic and industry contexts.

PyTorchScikit-learnLLMs
05

Curriculum Design

AI/ML course content designed with universities — modules, assessments, and lab materials built to industry depth with academic rigour.

AI/MLPedagogyUniversity
06

Scholar Mentorship

Thesis and coursework mentoring for graduate and undergraduate students — connecting academic work to applied research and industry practice.

ResearchThesisMentoring
Research collaboration
12+ University Partners Across India, UK & USA
Academic arm

Research that bridges the gap.

We partner with universities to design curriculum, co-author research, and mentor the next generation of AI practitioners. Our academic collaborations aren't consulting — they're institutional partnerships with long-term accountability.

  • Joint research projects published with university partners
  • AI/ML curriculum delivered across multiple institutions
  • Graduate and undergraduate mentorship programs running live
  • Cross-continental partnerships spanning three continents
Explore Academic Partnership
In the pipeline

What's coming next

Active builds — either under development or being readied for launch. These aren't ideas; they're in progress.

In development

Context-Driven Auto Generated Documentation Pipeline

An automated pipeline that generates structured, context-aware documentation directly from codebases and workflows — reducing manual effort across engineering and research teams.

In development

Context-Aware Automation Tools

Intelligent automation utilities that adapt to operational context — built to handle dynamic workflows across client environments without manual reconfiguration.

In development

Industry Oriented Project Management Portal

A purpose-built portal connecting industry partners with structured project workflows — designed to bridge the gap between academic output and real-world delivery pipelines.

Why partner with us

Built on accountability, not promises.

We ship & maintain

We don't hand off and disappear. Every product we build stays in our operational loop post-launch.

Research-grade quality

Our team comes from academic research backgrounds — that rigour carries into every line of product code we write.

Global, cross-continent

Active across India, the UK, and the USA — our team and partner network spans time zones and disciplines.

Fast, lean, focused

No bureaucracy. Engagements move quickly because decision-makers are the ones building. Scope in, execution out.

Have something you need
built and kept running?