- Fintech
- AI
- Automation
- Analytics
- Product
AI Systems for Operational Automation in a Fintech Company
Four AI systems in production: operational routing, anomaly detection, automated technical integration steps and standardised documentation
4AI systems deployed to production
The task
Improve the efficiency of operational processes at a fintech company, shorten technical integration time and automate incident analysis, documentation and repetitive operations
Systems we built
- AI Routing EngineAutomatic selection of the optimal operational route from defined rules and available signals
- AI Data IntelligenceML anomaly detection, deviation analysis and faster incident triage
- AI Integration BotAutomation of repetitive technical integration steps
- AI Documentation GeneratorStandardising and speeding up technical documentation
Technologies and tools
Data
- ML anomaly detectionFinding deviations in operational data
Methods and standards
- Documentation automationOne standard for describing integrations
How the process changed
- BeforeIntegration documentation with no single standardAfterStandardised technical documentation
Measured results
4
AI systems deployed to production
75%
Faster incident analysis
60%
Shorter technical integration cycle
Key outcomes
Technical integration documentation standardised