Transform Data Into Decisions
That Drive Revenue
Your bridge between risk expertise and modern data engineering
The challenge you face
Enterprises are caught in a paradox: risk and compliance teams demand bulletproof governance, while business and data teams demand velocity.
Traditional consultancies understand risk but can't build. Technology vendors can build but don't understand your domain's complexity.
The result? Projects that never reach production, data platforms nobody trusts, and millions spent on "digital transformation" that doesn't transform the bottom line.
We Bridge Both Worlds
Finlytics Hub combines deep domain expertise in regulated & data-intensive industries with hands-on data engineering and AI/ML capabilities. We don't just advise — we build, deploy, and ensure your team adopts the solution.
What makes us different
Decision-first approach
We start with the commercial or risk decision you need to improve, then work backwards to the data, models, and infrastructure required. Not the other way around.
Practitioner's mindset
Our leadership has built and scaled national-level data programmes, shipped production machine learning models with industry-leading performance (Gini 0.85), and implemented robust data governance frameworks from the ground up.
Production-grade from day one
We build for reality. Our experience deploying event-sourced architectures for real-time decisions, enforcing 200+ data quality rules to maintain a 95.6% DQI, and delivering C-suite BI solutions informs every project we undertake.
Risk + engineering DNA
Our team is equally comfortable advising a board on risk strategy and in a terminal writing the dbt models, Python pipelines, and SQL queries to execute it.
Proven Impact
For Risk & Finance Leaders
>$10M
Annual Revenue
National-scale credit scoring programme built and scaled
0.85
Gini Coefficient
on a production ML model for corporate credit risk assessment.
Enterprise Data Warehouse
Designed and delivered, processing millions of weekly records from over 50 providers
+12%
Approval Rate
on previously declined segments using challenger models
95.6%
Data Quality Index
through a fully automated DQ framework
For Data & Technology Leaders
90 min→15 min
Reduction in Decision TAT
via an event-streaming architecture
Single Source of Truth
datasets delivered, fully audited to the General Ledger
Event-Sourced Analytics Platforms
built with dbt, ClickHouse and realtime processing
Generative AI Workflows
deployed for trading and research, optimised for cost and latency
Onchain/Offchain Data Integration
for protocol risk and investor reporting
Our core capabilities
Credit Risk & Decision Intelligence
From traditional scorecards to challenger models and IFRS 9 alignment, we bring risk expertise that's been tested at national scale.
Learn more about our Risk SolutionsModern Data Platforms & Governance
We build modern data stacks with dbt, event streaming, and feature stores, delivering Power BI and Metabase solutions that become primary decision-making tools. Designed for governance without sacrificing velocity.
Explore our Data Platform SolutionsProduction AI/ML & Machine Learning
We manage the end-to-end AI/ML lifecycle, from experimentation to production monitoring. We implement classical ML and GenAI with the robust guardrails required for regulated enterprises.
Discover our AI/ML ServicesHow we engage
A rapid assessment of your current state, pain points, and highest-impact opportunities. We map your decisions, data, models, and systems.
Deliverable
A prioritised 90-day roadmap with clear quick wins.
We build the smallest functional slice that proves the business case—a challenger model, a critical data pipeline, a decisioning application. Real code, real data, real results.
Deliverable
A working solution in a production environment and an adoption playbook.
We expand successful pilots across new segments, products, and regions, building your team's capabilities to create independence, not dependency.
Deliverable
Full implementation with monitoring, runbooks, and comprehensive knowledge transfer.
Featured Resources
From zero to bureau score
How we built a national credit scoring system with a Gini of 0.85 from fragmented data sources.
Read Case StudyThe challenger model playbook
A step-by-step guide to shipping a challenger model in under 30 days.
Event-sourcing for risk decisions
Architectural patterns for real-time decisioning with full auditability.
View Technical BriefTrusted by leaders
Operating across the APAC, MENA, and Global markets with a remote-first delivery model and on-site support where it matters most.
Ready to ship decisions, not just dashboards?
Let's discuss your specific challenge. A 30-minute discovery call is the best way to determine if we are the right partner to help you.