Generative AI
Transforming financial services with the power of Generative AI.
At Darts India, we help financial firms reimagine what’s possible using Generative AI. Our services enable startups and mid-sized companies in Investment Management, Portfolio advisory and stock broking to harness AI’s potential for predictive insights, enhanced decision-making, and personalized customer experiences.
Whether you’re exploring AI for automating research, generating natural language insights, or optimizing portfolios, we bring the technical know-how and financial domain expertise to build solutions that create real value.
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Our approach to Generative AI
- Domain-First Focus: Having worked on Capital Markets and investment management products, we understand how AI can be leveraged in ways that can transform your business in multiple ways.
- Use-Case Driven Engineering: From market commentaries to historical data analysis to portfolio review and recommendation engines, we focus on solving problems with measurable outcomes using evolving GenAI stacks and methods.
- Responsible & Secure AI: We implement guard rails through instructions and emphasis to ensure the AI does not go astray.
- Seamless Tech Stack Integration: We can architect solutions using APIs, microservices, and containerized components to integrate your existing data and analytics ensuring fast adoption with minimal disruption.
The Darts India difference
Deep understanding of GenAI frameworks (OpenAI, Claude, LLaMA, etc.) and protocols like Model context protocol
Expertise in time-series forecasting, RAG (retrieval-augmented generation), and vector database integration
Experience in building demonstrable AI prototypes with live data
Continuous optimization support — Fine tuning and performance tuning
Key use case applications
Portfolio Optimization Engines
Generate, test, and rebalance portfolios using AI-based forecasting and scenario modelling.
GenAI for Client Advisory
Offer hyper-personalized recommendations and contextual nudges based on behavioural patterns and investment history.
Conversational AI Chat BOT for Asset management companies
Users can learn, converse and discover about various types of fund offerings, their performance and transact with multiple language support.
Conversational AI Chat BOT for Stock Brokers
Users can converse with the chatbot as if they are talking to an expert and pretty much ask any question related to stocks, portfolio and trade directly from the chatbot interface.
NLG-Powered Market Commentaries
Automate investor updates, fund reviews, and performance summaries in fluent, natural-sounding language.
Analyst Efficiency Tools
Use AI agents to summarize reports, suggest research directions, or draft first-pass documents—freeing up your experts for high-value work.