Banking & Finance Software Development & AI Engineering
Most vendors selling technology into banking have never had to explain a variance in a regulatory capital calculation to an examiner. Toadster.ai builds AI systems and custom software for retail and commercial banks, wealth and asset management firms, and capital markets institutions.
Talk to an ExpertAI Solutions
Generative AI
Regulatory reporting narrative drafting tools that generate supporting commentary for capital and stress testing submissions.
Agentic AI
Agents that automate reconciliation across core banking, sub-ledger, and reporting systems within strict guardrails.
AI Automation
Automate structured high-volume processes like transaction categorization for management reporting.
Software Development
Custom Software
Proprietary reconciliation engines and specialized regulatory reporting tools.
Enterprise Dev
Architected for high availability and integration with existing core banking systems.
Cloud Platforms
Cloud-native infrastructure designed for regulatory data residency requirements.
Data Platforms
Unified risk platforms normalizing core banking and sub-ledger data.
Current Industry Challenges
The intersection of legacy infrastructure and regulatory obligations creates unique friction in banking modernization.
Legacy Infrastructure
Decades-old core banking systems requiring expensive middleware for digital capabilities.
Regulatory Complexity
Basel III/IV and stress testing frameworks require granular, auditable balance sheet data.
System Reconciliation
Manual reconciliation between core banking and reporting systems consumes operations time.
Client Expectations
Wealth clients expect digital portfolio visibility comparable to consumer fintech apps.
Engineering Services
Specialized capabilities across the financial value chain.
Proof of Expertise
Automated Data Compilation System
Challenge: Compiling data for capital reporting from disparate source systems is manual and prone to reconciliation errors. We built an automated compilation system validating data from core systems into submission-ready reports.
Cross-System Reconciliation
Automated matching and exception management across core banking and sub-ledger systems, significantly reducing manual effort and undetected discrepancies.
Global Expertise
Navigating the unique regulatory, compliance, and capital reporting constraints of major global financial markets.
Supporting capital markets and wealth management reporting infrastructure for CCAR & Basel.
Tangible Business Impact
Cost Reduction
Automating reconciliation and reporting reduces operations headcount growth.
Revenue Growth
Improved wealth client experience supports retention and referral-driven growth.
Productivity
Returns significant staff time for higher-value risk management.
Risk Reduction
Structured audit logging and explainable AI outputs reduce regulatory exposure.
Start Your Technical Consultation
Skip the vendor pitch. Bring your existing systems, compliance constraints, and requirements. We'll give you an honest read on what's achievable.