End-to-end data engineering automation

Pipelines that run themselves, from every source to every use case.

We build and run the automation that keeps your single source of truth complete, fresh and accurate — ingestion, transformation, governance and access, end to end.

Talk to a data architect See the challenges we solve

The big picture

One automated platform between every source and every use case.

Data sources

Modern data platform on cloud

Use cases

ERP data

Sales & CRM data

Marketing data

HR data

Finance data

Operations data

Partner & external data

Files, logs & IoT

AI-ML & predictive analytics — advanced analytics and forecasting on trusted data

Automated ingestion
Batch and real-time sync of every source into one central lake

BI & analytics
MIS reports and dashboards

Data access
APIs and secure sharing for apps

Single source of truth

Data lakehouse

Raw · bronze

Curated · silver

Data marts · gold

Data lake + warehouse across every function

Data governance

Security

Catalog & lineage

Data quality

Backup & restore

CXO reports & dashboards

Sales & channel analytics

Customer 360

Operations & supply chain analytics

Finance & risk analytics

Predictive analytics & GenAI

A single central data platform enables you to be a data-driven organisation.

Challenges we solve

We help address the hard parts of data engineering.

Some of the challenges we solve every day — each tagged with the area of automation that solves it.

Onboard data from many sources

Databases, SaaS apps, files, APIs and event streams — each with its own format, method and SLA.

Connectors & ingestion

Near-real-time SLAs within cost

Fresh data in minutes, without a cluster running around the clock to deliver it.

Real-time ingestion · CDC

Merging cleanly into the silver layer

Incremental upserts that never duplicate a record and never miss one.

Incremental merge

Building a medallion architecture

Raw, curated and data-mart layers with clear contracts between them.

Lakehouse architecture

Secure, access-controlled analysis

The right data reaches the right people quickly, with sensitive fields protected.

Access control & security

Source schemas that keep changing

New, renamed or retyped columns at source should not break every pipeline downstream.

Schema evolution

Knowing before the business does

Late, failed or partial loads spotted and alerted before a dashboard shows the wrong number.

Data observability

Numbers people can trust

Counts, totals and business rules validated automatically on every load.

Data quality & validation

Case studies

Long-term partner, platforms built end to end.

Housing & consumer finance · Listed, $2B market cap

Central data platform across the lending value chain

Salesforce · LOS · LMS → AWS lakehouse · DWH with SCD

Near-real-time data from loan origination, management, collections and lead generation, modelled into data marts for distribution, underwriting, finance and collections.

Near real time

collections KPIs

business functions served

AI-ML

defaulter prediction

Fibre-optic manufacturer · Multi-billion dollar

Single source of truth across plants and functions

SAP · Salesforce · machine data → GCP BigQuery

ERP, sales, vendor, finance, HCM and continuously synced machine data consolidated on BigQuery for order-to-cash, production and scrap analytics.

source of truth org-wide

Continuous

machine data sync

Our team

is their data team

Micro-finance lender

High-frequency sync of 800 tables, accurately

MySQL · CockroachDB · MongoDB → DMS · Hudi on S3 · Redshift

Home-grown LOS, LMS and collections systems synced into a Hudi-based lakehouse multiple times a day, with full observability and a data catalog.

800

tables synced

Multi-daily

refresh

Full

platform observability

Health e-commerce unicorn

Real-time data platform on AWS

B2B · B2C · offline stores → DMS · S3 · Redshift

Product, online and offline sales data onboarded with real-time CDC into S3 and Redshift, with a data mart that serves every future analytics need.

4h→30m

revenue report

15 min

logistics refresh

demand forecasting

Need data that is always there, always right? Let’s automate it.

From the first pipeline to a fully observed platform, we build it and help you run it.