Enigmatix Global
HomeManufacturing & industrialCase study · P-001
Manufacturing & industrial · Data platform

AetherData — enterprise data fabric.

A data fabric platform that unifies 300+ operational sources — APIs, SaaS tools, and databases — into a governed, analytics-ready warehouse with no-code pipelines on top.

Selected clients · 2010 – today
Power to LiveRBM GlobalDragonflySquiblerMOOSainsbury'sMPCX-LinkPower to LiveRBM GlobalDragonflySquiblerMOOSainsbury'sMPCX-LinkPower to LiveRBM GlobalDragonflySquiblerMOOSainsbury'sMPCX-Link
/01
The problem

The challenge.

Enterprise data sat in silos across CRMs, ERPs, billing, product analytics and spreadsheets, so every executive question kicked off a three-week data-engineering ticket.

Existing ETL tooling demanded deep engineering investment for every new source, and schemas drifted silently between pipelines and dashboards.

The founding team needed to connect hundreds of systems, keep lineage auditable, and expose a governed warehouse that analysts could query without bothering engineering.

/02
The plan

Our approach.

Built a pluggable connector framework in Python with 300+ pre-wired adapters for REST, GraphQL, JDBC/ODBC and event streams.

Orchestrated extractions and transforms with Airflow and Celery, with dbt handling typed, version-controlled modelling on top of PostgreSQL and Snowflake.

Shipped a React-based pipeline builder where analysts compose pipelines via drag-and-drop or raw SQL, with schema inference and preview data at each step.

Wired row-level security, column masking and full lineage graphs so every metric can be traced back to its source row.

/03
The result

The outcome.

Business teams self-serve integrations and dashboards that previously needed engineering.

Time-to-first-dashboard for a new data source dropped from weeks to under a day.

Governance, access control and audit logs satisfy enterprise security reviews out of the box.

Measured outcomes

What the numbers said.

Every engagement ships with a named set of measurable outcomes. These are the numbers that mattered for this one.

300+
Connectors shipped
92%
Reduction in data-eng tickets
<24h
Time to onboard a new source
99.95%
Pipeline uptime
Want results like these?

Book a 30-minute call with the engineers who shipped this. No sales pitch — just a direct conversation about whether we can do the same for you.

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Engineering stack

What it was built with.

The exact tools in the delivered system. We pick the stack to fit the problem and the team — not the trend cycle.

/01React
/02Django
/03Django REST Framework
/04Celery
/05PostgreSQL
/06Airflow
/07dbt
Trusted by our clients

What partners
tell us.

Most clients renew for a second engagement. The ones who don't usually hire someone from our team to run the project in-house.

We are a mental health charity and not tech minded. We needed to improve our patient registration system but wanted a company that we can relate to. Hassan took the time to meet with me and patiently went through our process to find a personalised solution for us. Hassan's team did a great job streamlining our process and connected our registration system to our patient management software. Whenever we have a glitch, they resolve this quickly. Cloudini provides a personal and efficient service and we have adopted them to be our IT provider.
Tien Kuei, CEO at Power to Live Foundation
Tien Kuei
CEO · Power to Live Foundation
I am writing to wholeheartedly recommend Cloudini as a premier bespoke software development agency. Our journey with them has been nothing short of exemplary, far exceeding our initial expectations. While many agencies can develop based on strict specifications, Cloudini demonstrated an incredible commitment to our project that was truly unparalleled.
Robert McPherson, Managing Director at RBM Global Ltd
Robert McPherson
Managing Director · RBM Global Ltd
Dragonfly has been working with the team at Cloudini for several years now on building out our web-based platform and APIs. One of their strengths is quickly building out a multi-disciplinary team to work on the development and delivery of features with different technical requirements. Their support has allowed us to accelerate our development work without building an internal team. They have also worked seamlessly with other third parties both during the acquisition of Dragonfly and development of our mobile app. Cloudini has been instrumental in bringing our ideas to life and providing guidance to help us make the best technical decisions. I would recommend getting in touch with them if you're looking for support.
Rebecca Palser, COO at Dragonfly
Rebecca Palser
COO · Dragonfly
Frequently asked

Answers before you ask.

  • We've been building software since 2010 — 16 years of delivery across finance, healthcare, retail, logistics, energy, the public sector, and beyond. We're a consultancy, not a body-shop, and we've kept the same engineering discipline across every engagement shape.

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