Production work that's been audited, used, and trusted.
Seven case studies across credit risk, modern data platforms, and AI/ML — at a national-scale credit bureau, an event-sourced trading desk, and a corporate ratings firm. Filter by capability and industry.
Start with these three.
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National credit bureau, KSAFinancial Services Data Governance & Privacy Excellence
GDPR/PDPL-grade framework. ABAC, dynamic masking, 48-hour DSR response, 95% less manual compliance.
- 100%first-audit compliance
- 48hDSR response (vs 30d allowed)
- 95%manual tasks reduced
Data FoundationsData Advisory -
FintechTechnology Event-Sourced Analytics
ClickHouse + dbt + Metabase stack. 100,000+ events/hr. Sub-second analytics. Point-in-time regulatory reconstruction.
- 60%faster decisions
- 100%event capture
- 100K/hrevent throughput
Data Foundations -
National credit bureau, KSAFinancial Services Machine Learning Bureau Score
Production ML credit score. Gini 0.85 vs the 0.70 benchmark. 200+ features. Adopted across 50+ FIs in 7 months.
- 0.85Gini coefficient
- 50+institutions adopted
- Sub-secscoring latency
Decision IntelligenceProduction AI
Data Foundations
Explore Data Foundations →-
National credit bureau, KSAFinancial Services Data Governance & Privacy Excellence
GDPR/PDPL-grade framework. ABAC, dynamic masking, 48-hour DSR response, 95% less manual compliance.
- 100%first-audit compliance
- 48hDSR response (vs 30d allowed)
- 95%manual tasks reduced
Data FoundationsData Advisory -
National credit bureau, KSAFinancial Services Enterprise Data Warehouse
Star-schema warehouse with SCDs, 50+ Alteryx workflows, Power BI semantic layer. 80% faster reporting, 100% audit-ready.
- 80%faster reporting
- 100%audit-ready
- 1source of truth
Data Foundations -
FintechTechnology Event-Sourced Analytics
ClickHouse + dbt + Metabase stack. 100,000+ events/hr. Sub-second analytics. Point-in-time regulatory reconstruction.
- 60%faster decisions
- 100%event capture
- 100K/hrevent throughput
Data Foundations
Decision Intelligence & Risk Systems
Explore Decision Intelligence & Risk Systems →-
FintechTechnology Blockchain Credit Scoring
First-to-market blockchain credit-scoring API. 50,000+ wallets scored across Ethereum, BSC, and Polygon with on-chain features.
- 50Kwallets scored
- 1stin-market API
- 3chains integrated
Production AIDecision Intelligence -
Corporate Credit Rating AgencyFinancial Services Financial Risk Models
Corporate credit risk models with Monte Carlo stress tests. Auditable assessments for $1M–$500M loans, 60% faster analysis.
- 60%faster analysis
- Std.across analysts
- Zerospreadsheet errors
Decision Intelligence -
National credit bureau, KSAFinancial Services Machine Learning Bureau Score
Production ML credit score. Gini 0.85 vs the 0.70 benchmark. 200+ features. Adopted across 50+ FIs in 7 months.
- 0.85Gini coefficient
- 50+institutions adopted
- Sub-secscoring latency
Decision IntelligenceProduction AI
Production AI & ML
Explore Production AI & ML →-
FintechTechnology AI Trading Agents
Multi-agent AI trading platform with MEV-protected execution. Sharpe 2.8, 12% max drawdown, $5M AUM in 6 months.
- 2.8Sharpe ratio
- 12%max drawdown
- $5MAUM in 6 months
Production AI -
FintechTechnology Blockchain Credit Scoring
First-to-market blockchain credit-scoring API. 50,000+ wallets scored across Ethereum, BSC, and Polygon with on-chain features.
- 50Kwallets scored
- 1stin-market API
- 3chains integrated
Production AIDecision Intelligence -
National credit bureau, KSAFinancial Services Machine Learning Bureau Score
Production ML credit score. Gini 0.85 vs the 0.70 benchmark. 200+ features. Adopted across 50+ FIs in 7 months.
- 0.85Gini coefficient
- 50+institutions adopted
- Sub-secscoring latency
Decision IntelligenceProduction AI
Data Advisory
Explore Data Advisory →Case studies in Data Advisory are pending. Advisory engagements (fractional CDO leadership, transformation strategy, vendor selection, programme oversight) typically need 6–12 months of partnership before the case study is mature enough to share. The pipeline of advisory engagements that started in Q1 2026 will populate this pillar through 2026–2027.
The platforms, languages, and frameworks behind these case studies.
- Data Platforms
- ClickHouse · Alteryx · Dataiku · Snowflake · Databricks · BigQuery
- Engineering
- Python · SQL · dbt · Elixir
- ML & AI
- PyTorch · TensorFlow · XGBoost · LightGBM · LangChain · OpenAI · Hugging Face
- Visualisation
- Power BI · Metabase · Tableau · Looker
- Cloud
- AWS · GCP · Azure
If these case studies resonate, let's talk.
Thirty minutes, no obligation. We'll give you an initial read on your problem and an honest answer on whether we're the right fit.