AI Outcomes That Reshape Financial Services​

Full-scale projects delivering measurable impact across banking, payments, fintech, and wealth management.​

Medium sized bank​

Agentic AI for Operations​

Customer Correspondence Processing using Agents

85%

Customer correspondence automated using AI agents

90%

Reduction in turnaround time

challenge

The client relies on employees to process inbound messages, driving high costs & limiting scalability. Response times vary by agent, & replies are inconsistent or not compliant with SOPs.​

solution

Sirius AI built an AI-driven solution to help streamline the customer correspondence processing workflow by categorizing intents, automating request handling, and generating accurate & SOP-based responses.

Global Payment Company​

Next Best Action​

Personalized Recommendations using Transformers ​

2x​

Growth in Product Uptake​

1000+​

Product x Placement x Offer x Action combinations​

10 weeks​

Time to market​​

challenge

The client uses recommendation techniques that identify offers by merchant profile but lack timing and sequencing logic resulting in low awareness of relevant offers, reduced engagement and conversion, and rising attrition.

solution

Sirius AI built a transformer-powered NBA engine that recommend the best actions (offers or products) for each merchant using transaction history, merchant profile, engagement signals, enabling product-specific targeting and hyper-personalized decisioning.

Global Payment Company​

Suspicious Activity Reporting ​

End-to-end investigation & report generation using AI​

80%

Productivity in SAR investigation​

10 days to few hours​

Reduction in report filing time​

challenge

SAR investigations rely on manual, subjective workflows and investigator-dependent narratives and disconnected data sources drive inefficiency.

solution

Sirius AI built agents that gather data, analyze it, and draft SAR reports fast. They spot the right red flags, map typologies, and keep every case in a standard, guideline-compliant format to reduce errors.

Brokerage Firm​

Conversational AI for Business Intelligence​

Expedite Time to Insights with Natural Language Queries​

90%+​

Accurate response from Sirius AI’s solution

95%​

Faster access to Business Intelligence​

challenge

Data and BI team struggles to respond to large volume of ad-hoc data and insight requests from business executives and external stakeholders.

solution

Sirius AI built a Business Intelligence solution, leveraging advanced Generative AI designed to empower business users to ask simple natural language questions to perform Root Cause Analysis, data diagnosis and data insights with visualizations for quick decision making​.

Medium sized bank​

Risk Modeling using Advanced ML techniques ​

Enhance Core ML Platform Capabilities within 3 weeks​

20%+​

Accuracy improvement​

<3 weeks​

From initiation to business outcome

challenge

The client wants to reduce the time taken for Risk model development and implementation and use multiple advanced ML techniques ​

solution

Sirius AI built an AI-driven Risk Modeling Solution based on latest machine learning methods to quickly generate and implement risk models customized as per business risk teams​