Data & AI Consulting

We Design, Build
and Operate Your
Data Platform

CALIGO partners with banks, insurers and telecoms to transform raw data into enterprise-grade platforms, regulatory certainty and commercial advantage — with the rigour of a product company, not a consultancy.

What We Deliver
Enterprise Data Warehouses & Lakehouse Architecture
IFRS 9 · IFRS 15 · IFRS 17 Implementation & COREP Compliance
Customer Analytics, Churn & Revenue Intelligence
Fraud Detection & Risk Scoring Models
DataOps, 24/7 Managed Operations & Support
Data Governance, Lineage & Operating Models
Regulated Industries
Banking Insurance Telecommunications
10+
Years focused on financial data
25+
Enterprise clients across 3 industries
5
Pre-built accelerators ready to deploy
4
Countries with active engagements
★★★★★
4.8/ 5
GARTNER PEER INSIGHTS
Verified Enterprise Reviews
Solutions

Built for the Complexity
of Regulated Data

Data Platform & Engineering
We design and build cloud-native data warehouses, lakehouses and real-time pipelines that serve as the foundation for every downstream analytics and AI use case.
DWH DesignLakehouseETL/ELTReal-Time
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Regulatory & Risk Analytics
Deep expertise across BCBS 239, IFRS 9, ECL modelling, Solvency II, COREP, AML and local regulatory frameworks. Compliance with the data quality to back it up.
BCBS 239IFRS 9COREPAML
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Customer & Commercial Analytics
From churn prediction and CLV models to campaign analytics and pricing optimisation. We translate customer data into revenue-generating intelligence.
ChurnCLVSegmentationPricing
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AI & Advanced Analytics
Production-grade machine learning: fraud detection, credit scoring, demand forecasting and NLP pipelines. Deployed, monitored, and maintained by our team.
ML / AIFraudCredit ScoringNLP
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Data Governance & Operating Model
We establish data ownership, governance frameworks, data quality instruments and operating structures that make your data assets trustworthy and sustainable.
GovernanceData QualityLineageMDM
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Not sure where
to start?
Talk to an Expert
How We Work

Execution-Focused.
From Day One.

CALIGO embeds with a product-company mindset — structured delivery, measurable outcomes, long-term accountability.

01
Discover & Assess
Baseline your data landscape, maturity level, regulatory obligations and commercial priorities using our structured Data Maturity Assessment.
2–4 Weeks
02
Design & Architect
Target architecture, governance blueprint and delivery roadmap — aligned to your technology stack, team capacity and budget.
Accelerator-Driven
03
Build & Deliver
Agile delivery in 2-week sprints. Pre-built data models from our accelerator library dramatically reduce time-to-production.
Sprint-Based
04
Operate & Evolve
24/7 managed operations, DataOps pipelines and continuous platform evolution — your data capabilities compound over time.
Ongoing
Accelerators

Pre-Built. Proven. Production-Ready.

Industry-specific data models and frameworks that reduce delivery time by up to 60%.

Banking
Banking Data Warehouse Model
Dimensional model covering retail, corporate and treasury banking with full regulatory layer (BCBS, IFRS 9, COREP).
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Insurance
Insurance Data Warehouse Model
Covers life, non-life and health. Includes Solvency II, IFRS 17, claims analytics and actuarial data structures.
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Telecom
Telecom Data Model
Network, revenue, usage and churn analytics for MNOs. Includes subscriber lifecycle and campaign modules.
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Framework
Data Maturity Assessment
8-dimension assessment that benchmarks capability and produces a prioritised transformation roadmap.
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Operating Model
Data Operating Model Framework
Roles, governance, escalation paths and tooling blueprints to build a sustainable data function.
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Industries

Deep Expertise.
Not Generalist Coverage.

We work exclusively in three regulated industries where data is existential — not optional.

BNK
Financial Services
Banking
From retail deposits to corporate treasury — we build data platforms, risk engines and regulatory reports that keep banks compliant and competitive.
BCBS 239 & IFRS 9 Implementation
Credit Risk & ECL Modelling
Customer 360 & Cross-sell Analytics
Core Banking Data Migration
AML & Financial Crime Analytics
Banking Solutions
INS
Financial Services
Insurance
We help life and non-life insurers build the data foundations for Solvency II, IFRS 17, claims intelligence and fraud detection.
Solvency II & IFRS 17 Data
Claims Analytics & Fraud Detection
Policy & Pricing Data Models
Actuarial Data Platform
Customer Retention Analytics
Insurance Solutions
TEL
Communications
Telecommunications
MNOs sit on vast subscriber data. We build platforms that turn network and usage data into churn reduction, ARPU growth and operational efficiency.
Subscriber Churn & CLV Models
Network Performance Analytics
Revenue Assurance & Leakage
Campaign & Offer Analytics
Customer Data Platform (CDP)
Telecom Solutions
Case Studies

Outcomes, Not Outputs

All Case Studies →
BankingAI / MLModel Validation
AI Model Validation Framework — Standardised, Scalable, End-to-End
A leading private bank lacked a standardised AI model validation framework. CALIGO designed and implemented an end-to-end validation workflow covering requireme…
100%
Automated Reporting
↓ NPL
Risk Reduced
E2E
Validation Workflow
Read Case Study
TelecomData QualityMaster Data Management
Data Quality & Cross-System Hierarchical Consistency
Customer, billing account, and GSM number relationships were inconsistent across CRM, billing, and charging systems. CALIGO designed a cross-system Data Quality…
7K+
Customer Inconsistencies Fixed
250K+
Account Inconsistencies Fixed
80K+
GSM Inconsistencies Fixed
Read Case Study
InsuranceAML & ComplianceData Engineering
End-to-End AML Data Pipeline — 9M Customer, 14M Policy Insurance Operator
A major insurance operator had no established data pipeline to feed its AML platform covering Suspicious Activity Monitoring, Watch-List Filtering, and Customer…
45
Target Entities
1,900
DQ Checks/Day
100%
Pipeline Automated
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Services

We Don't Just Build.
We Run It Too.

Long-term accountability means staying in the engine room after go-live.

01 / DataOps
DataOps & Platform Operations
Continuous integration for data pipelines. Automated testing, monitoring, alerting and SLA management.
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02 / Managed
Managed Data Services (24/7)
Round-the-clock monitoring, incident response and data quality management with defined SLAs and a dedicated team.
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03 / Migration
Data Migration & Modernisation
Legacy warehouse migration, cloud lift-and-shift and full platform re-architecture with zero-downtime delivery.
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Ready to Build Something That Lasts?
Talk to a CALIGO data architect about your platform, data, or next regulatory deadline.