Data Platform Value Engineering

Your platform is live.
Now make it earn.

VASAPTEX activates cloud and on-premises data platforms with data ingestion, data modelling, governance, BI and API services — taking you from Business Requirement all the way to consumption-ready data, end to end.

3-Tier
Service Model
BRDValue
Full Chain Ownership
BFSI & Enterprise
Industry Focus

Infrastructure is the starting line, not the finish line.

Most organisations invest heavily in platform setup — cloud landing zones, compute clusters, storage tiers. The hard problem begins the day after go-live: getting trusted, governed, analysis-ready data flowing to the people who make decisions.

VASAPTEX's engagement scope begins precisely there. We assume your platform exists. Our job is to make it produce measurable business value — from business requirement to boardroom report, with full business context preserved at every step.

Service Tiers

From raw data to business decisions — three tiers, one owner

T1
Tier 1 — Foundation

Data Ingestion Services

We design and build reliable, scalable pipelines that move data from source systems into your data lake — handling batch, near-real-time, and real-time patterns with equal rigour. Every pipeline is instrumented, observable, and built to evolve. We work with your platform's native tooling or bring bespoke engineering where it fits better.

Batch pipeline design & delivery
Near-real-time (NRT) ingestion
Real-time streaming pipelines
Data lake onboarding
Source-to-target mapping & specs
Pipeline observability & alerting
T2
Tier 2 — Structure

Data Modelling, Lineage & Governance

We translate business requirements into governed, trusted data structures. Our strength is the mapping process — from BRD through to a modelled, lineage-documented, consumption-ready data asset aligned to industry best practice.

Our core strength in this tier We read your BRD and map source data to best-practice industry models — 3NF, Data Vault, dimensional, and financial services canonical structures. Business intent is preserved all the way into the model.
BRD-to-model translation
3NF relational modelling
Data Vault 2.0 architecture
Dimensional modelling (Kimball)
Industry model mapping (FSDM, BIAN)
End-to-end data lineage
Data quality rules & SLAs
Governance framework design
T3
Tier 3 — Consumption

Data Consumption Services

The end goal of every data platform investment: decision-making assets in the right form for the right people. We build BI reports, data widgets and dashboards with analytical and AI-powered capabilities, self-service semantic layers, and data APIs that make governed data accessible and actionable.

BI report & dashboard development
Data widgets & visualizations
Analytical & AI-powered insights
Self-service semantic layer
RESTful & GraphQL API development
Embedded analytics integration
KPI & metric framework design
Data product delivery
Hands-On Experience

Systems and domains we've delivered in

Systems, Models & Data Sets

FSDM SAP Finacle Refinitiv data sets & APIs

Functional Domains

AML Risk & Compliance General Ledger Budgeting & Planning
The URGE Framework™

How we turn requirements into value

Our proprietary framework treats the BRD itself as data — applying the same engineering discipline to requirements that your platform applies to data.

U

UNIFY

Requirements arrive in every shape — Excel, Word, PDF, even images. We ingest them all into a unified requirements repository, treating the BRD as a dataset, not a document.

In: heterogeneous BRDs
Out: structured requirements repository
R

REFINE

We extract the meaningful detail — entities, rules, relationships, KPIs — and discard the noise. What remains is clean, unambiguous requirement data.

In: unified repository
Out: refined requirement model
G

GENERATE

Refined requirements are married with modelling best practices and industry data models to generate physical models, data pipelines, and consumption-ready dataset models.

In: refined requirements + industry models
Out: models, pipelines, datasets
E

EARN

Generated assets go live as BI reports, APIs, and data products — and we measure the value flowing. The platform starts earning, visibly.

In: consumption-ready assets
Out: measurable business value

Business intent survives the whole journey. Because the requirement enters as data and flows through the framework, nothing is lost in translation between the person who wrote the BRD and the model that serves the business.

Why VASAPTEX

What sets us apart

📋

BRD to Consumption

We own the full data value chain — from business requirement through modelling, pipeline, and governance to the final report or API. No handoff gaps, no context lost in translation.

🏦

BFSI Domain Depth

Banking, financial services, and insurance expertise — including regulatory data, AML, capital markets structures, and financial services canonical models.

⚙️

Tool & Platform Agnostic

We deliver on any cloud or on-premises environment, with whatever tooling your estate already runs — or recommend the right fit where you have a choice. No vendor allegiance, ever.

📐

Model-First Philosophy

3NF, Data Vault, and dimensional models are choices made for your data's specific structure and usage patterns — not templates applied by default.

🔗

Lineage as a Deliverable

Data lineage and governance artefacts are built into every engagement, not bolted on afterward. Auditability and trust are structural, not aspirational.

🚀

Value from Day One

Our engagement model is designed for rapid time-to-value. We land running — no lengthy discovery phases before useful deliverables start arriving.

Engagement Models

How we work with you

Ready to extract value from your platform?

Let's spend 30 minutes understanding your current state. We'll tell you exactly where we'd start and what we'd deliver first.