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BRILLIQS
Our Methodology

How we work withenterprise data teams

One four phase method, refined across twenty years of enterprise delivery. Two week increments, visible progress and your team holding the keys at the end of it.

Our Approach

A methodology refined over two decades of enterprise delivery

Brilliqs pairs the discipline of a 20 year IT firm with a modern data and AI practice. Every engagement runs on the same repeatable model so you get senior teams, predictable delivery and infrastructure your own engineers can own. Practical questions about scope, contracts and support are answered in our engagement FAQ, and the people side of it in life at Brilliqs.

Clarity first

We align on the business outcome and success metrics before a single pipeline is written.

Momentum

Short, visible cycles keep stakeholders close and de risk delivery from week one.

Production-grade

Testing, governance and observability are built in not bolted on at the end.

Our Process

A proven four step engagement model built for enterprise outcomes.

1
1 / 4

Discover

We audit your current data landscape, identify gaps and align on business objectives.

2
2 / 4

Design

We architect a solution tailored to your stack, scale and compliance requirements.

3
3 / 4

Build

Our engineers implement iteratively, with continuous testing and stakeholder reviews.

4
4 / 4

Support

Post launch monitoring, optimization and knowledge transfer to your in house team.

Our Principles

The values that guide every engagement from the first workshop to final handover.

Outcome Driven

Every engagement starts with measurable business outcomes. We work backwards from your goals, not forward from technology choices.

Iterative Delivery

We deliver value in 2 week sprints with continuous stakeholder feedback. No big bang surprises just steady, visible progress.

Knowledge Transfer

We build capability, not dependency. Every project includes documentation, training and handover to ensure your team can maintain and extend the work.

Quality First

Automated testing, code reviews and data quality checks at every stage. We treat your data infrastructure as a production system from day one.

Ways to Work With Us

Flexible engagement models that match how your team wants to operate not a one size fits all contract.

Project Based Delivery

Fixed scope, defined outcome

A senior Brilliqs team scopes, builds and ships a defined initiative end to end from data pipeline to production dashboard.

  • Clear milestones & SLAs
  • Fixed or capped budget
  • Full documentation & handover

Best for

A specific initiative with a known target

Dedicated Data Pod

An embedded team, on tap

A cross functional pod of data engineers, analysts and an architect works as an extension of your team on a rolling basis.

  • Flexes with your roadmap
  • Direct Slack & standup access
  • Scale up or down monthly

Best for

Ongoing delivery and evolving priorities

Advisory & Architecture

Strategy and blueprints

Fractional access to our principal architects to assess your stack, design the target state and de risk your roadmap.

  • Architecture & platform reviews
  • Tooling & vendor selection
  • Roadmap and cost modelling

Best for

Teams shaping their data strategy

Tools & Technology

We are deliberately stack agnostic and work across the modern data ecosystem choosing the right tool for your outcome, not our comfort.

Warehouses & Lakehouses

SnowflakeDatabricksBigQueryRedshiftAzure Synapse

Orchestration

Apache AirflowPrefectDagster

Streaming

Apache KafkaApache FlinkKinesis

Transformation

dbtSpark

Visualization & BI

Power BITableauLookerApache Superset

AI & ML

OpenAILangChainHugging FaceMLflow

Cloud Platforms

AWSAzureGCP

Databases

PostgreSQLMongoDBCassandra
What to Expect

No surprises, by design

Enterprise data work fails on ambiguity, not technology. Here is how we keep every engagement transparent from day one.

How quickly do we start?

A scoping workshop within a week of kickoff, with a costed delivery plan to follow shortly after.

Who will we work with?

Senior engineers and an architect no hidden layers, no bait and switch on the team you meet.

What do we own at the end?

Everything. Code, infrastructure and documentation are yours, with a full knowledge transfer handover.

How do you keep us in the loop?

Fortnightly demos, a shared board and direct access you always know exactly where delivery stands.

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Years of Enterprise Delivery

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Records Processed to Date

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Concurrent Users Per Second

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Uptime SLA Across Platforms

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Engineers & Specialists

Ready to Get Started?

Book a free consultation and let's discuss your data challenges.

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