Case Studies | Credit Originators
See how we help our clients grow their business
Category
Challenge:
Manual due diligence processes slowed investor onboarding, limited transparency, and increased the cost of capital. Investor requests required repetitive data preparation, manual reconciliations, and static reporting formats.
Solution
Cardo AI deployed a fully digital, interactive due diligence environment featuring ready-to-use KPIs, stratifications, portfolio cash flow simulations, stress testing tools, and automated regulatory reporting. A digital Q&A workflow streamlined investor communication.
Outcome
- 15x originated volumes
- €1BN+ notes issued across 10+ securitizations
- 90% reduction in due diligence response time
- 100% data reliability supported by 600+ automated checks
Challenge:
Managing 20+ investor reporting templates manually created delays, inconsistencies, and operational inefficiencies. Aggregating and reconciling loan-level data required significant time and coordination.
Solution
Cardo AI automated loan-level aggregation, analysis, and dashboard reporting within a cloud-based environment. Investors accessed customizable, real-time performance views aligned with their reporting requirements.
Outcome
- 100% real-time data delivery
- 90% faster response times
- Higher reporting accuracy through automation
- Enhanced investor engagement through interactive dashboards
Challenge:
Manual borrowing base reporting and funding requests were time-consuming and prone to eligibility errors, particularly across warehouse and fund finance lines.
Solution:
Cardo AI automated data ingestion, eligibility and concentration checks, advance rate calculations, and payment allocations across facilities and tranches. All contractual provisions were executed through rule-based workflows.
Outcome:
- Daily full data control (including position reconciliation with cash flows)
- Time saved due to automated borrowing base calculations and validation
- Unlimited automated borrower checks
- Faster onboarding of new borrowers
Challenge:
Scaling lending operations is hindered by fragmented internal data silos and manual reporting cycles. Managing high-volume, complex asset pools across various spreadsheets makes it difficult to maintain real-time data integrity, detect internal anomalies, or provide the transparency required by institutional funders.
Solution:
The platform centralizes internal data streams into a single, governed source of truth. It automates the “scrubbing” and standardization of loan-level data, applying rigorous validation rules and performance tracking (IRR, delinquency, and defaults) to ensure the portfolio is always audit-ready.
Outcome:
-
End-to-end automation of investor-ready data preparation
-
90% faster internal audit and reconciliation cycles
-
Minimal reporting errors through automated validation logic
-
4x increase in capacity to manage new warehouse lines
- Instant visibility into asset-level performance and concentration limits
Challenge:
Maintaining a single “source of truth” across high-volume SME lending and structured facilities was a constant operational friction point. Disparate data formats and definitions between originators, warehouse lenders, and investors created significant manual reconciliation work. As transaction complexity scaled, it became difficult to ensure all stakeholders were aligned on the latest, most reliable data for monthly surveillance and compliance.
Solution:
Cardo AI acted as the loan data agent at the center of the transaction. Our platform received source files from the relevant parties, validated and standardized them, and produced clean downstream outputs tailored to reporting, surveillance, compliance, analytics, and investor use cases. Rather than leaving each participant to solve the same data problems independently, Cardo AI created a governed and auditable data backbone for the deal.
Outcome:
- Automated validation of high-volume SME loan data
- Reduced friction in monthly reporting and surveillance cycles
- Full historical traceability for audit and regulatory compliance
- Standardized definitions across internal and external stakeholders