The full answer
Investment products are judged on trust and speed. Customers expect accurate balances, instant order confirmation and clear explanations of fees and risk. We build the ledger of holdings and transactions first, make it reconcile against your custodian or broker every day, and only then design the screens around it.
Typical wealth builds include onboarding with KYC and suitability questionnaires, goal-based portfolios, SIP or recurring investment plans, performance and tax reporting, adviser dashboards and client messaging. Trading builds add real-time quotes and charts, watchlists, order tickets with validation, position and margin views, alerts, and an operations console for compliance and support teams. Both run on iOS, Android and web.
Real-time data needs careful engineering: streaming connections that handle thousands of simultaneous users, backends that scale up at market open, and monitoring that catches delayed feeds before customers do. We load test before launch and design for the traffic spikes that follow market news.
AI features include portfolio insights in plain language, document summarisation for research teams, assistants that answer product questions from your own material, and predictive models where data supports them. Our Aquapulse platform, which combines forecasting with a live bidding marketplace, shows how we handle prediction and real-time pricing together. Investment firms in Mumbai work under SEBI expectations and firms elsewhere under their own regulators, so discovery maps those obligations before we scope.