Designed for Core Finance Workflows
- Investment Research
- Risk Management
- Financial Modeling
- Portfolio Analytics
- Strategy Development
- Market Intelligence
- Decision Support
- Compliance-Aware Analysis
PredictRAM
Building the Confidence Layer for Modern Finance
Transform Information into Intelligence. Transform Intelligence into Confidence.
Do you use AI for financial decision, and do you trust the results generated from AI?
We are Building the Confidence Layer for Modern Finance.
Learning → Creation → Validation → Opportunity
PredictRAM is a member of NVIDIA Inception
Our Partners & Accelerators
PredictRAM PyTanium Python IDE
A terminal-first Python IDE styled in the same language as PredictRAM ML Terminal v3.2. Enter one command and watch the system compile a live trading dashboard workflow.
From prompt to dashboard building using PredictRAM Vedaniq, a proprietary PredictRAM small language model optimized for grounded financial analysis, built on the Blackwell architecture.
Built for Indian capital markets, Vedaniq combines CPT, SFT, and DPO for domain depth, task specialization, and higher-quality response behavior, enhanced by JEPA for predictive market-state context and deterministic engines for exact financial calculations. https://huggingface.co/isubirsingh/predictram-vedaniq-v1
Meet VedaniQ
The Analyst Language Model Built for Finance
Trust Before Automation
Unlike generic AI systems, VedaniQ is built around one principle: Trust Before Automation.
Because in finance, confidence and accountability matter as much as speed.
Why VedaniQ Matters
In finance, the real question is not whether AI can generate answers - it is whether those answers can be trusted.
VedaniQ powers confidence-driven decision support across the PredictRAM ecosystem.
About PredictRAM
The financial world has never had more information, yet confidence in decision-making continues to decline.
Investors face information overload. Analysts struggle with fragmented tools. Institutions spend significant resources searching for validated talent and trustworthy strategies. PredictRAM solves this challenge by creating a single ecosystem for financial intelligence.
We are not building another AI tool. We are building the infrastructure that transforms information into confidence.
Powered by VedaniQ, our proprietary Analyst Language Model, PredictRAM enables users to research ideas, develop strategies, validate models, manage risk, and create investment intelligence - all within one platform.
- ✓ Unified financial intelligence ecosystem
- ✓ Proprietary finance-specific Analyst Language Model
- ✓ End-to-end research, verification, and risk workflows
- ✓ Confidence-driven decision infrastructure
To become the Confidence Layer for Modern Finance.
India needs confidence-first financial intelligence infrastructure that connects talent, tools, institutions, and capital through one unified ecosystem.
We envision a future where financial talent, financial models, financial institutions, and investment capital connect through a single ecosystem.
Who We Serve
Students & Researchers
Develop practical financial intelligence skills and build real-world investment models.
Financial Analysts
Accelerate research, validation, and decision-making with AI-powered workflows.
Advisory & Research Firms
Access validated talent, scalable research infrastructure, and advanced analytics.
Investors
Make informed investment decisions through structured intelligence and risk management.
PredictRAM sits at the intersection of finance, education, artificial intelligence, and capital markets.
Closing Critical Financial Intelligence Gaps
Talent Gap
Connecting students, researchers, analysts, and professionals with real-world opportunities.
Infrastructure Gap
Affordable institutional-grade research and strategy-building tools.
Trust Gap
Transparent and auditable financial intelligence.
Compliance Gap
Scalable governance and regulatory-ready workflows.
Algo Interoperability Layer
Traders often maintain multiple broker accounts and different codebases. PredictRAM enables one strategy workflow across execution environments.
- ✓ One strategy code across multiple broker accounts
- ✓ Single dashboard management
- ✓ Broker-specific routing automation
- ✓ Dedicated static IP assignment per broker
Dedicated Static IP Infrastructure
Recent regulatory developments increase the need for traceable algorithmic trading infrastructure.
White-Label Broker Deployment
Configurable infrastructure blocks for broker-branded rollouts with centralized routing and controls.
Fintech Infrastructure Partnerships
Interoperable APIs and deployment rails for fintech partners integrating algorithmic execution products.
Institutional Algorithmic Trading
Scalable routing and traceability architecture designed for institutional governance and audit readiness.
Enterprise Execution Environments
Policy-aware execution lanes with animation mockups to demonstrate route orchestration and monitoring states.
Learning → Creation → Validation → Opportunity
PredictRAM helps users move from information to confidence through a structured workflow.
Unified Financial Intelligence Platform
Finance-Specific AI (VedaniQ)
Risk & Asset Management Infrastructure
Talent Development Ecosystem
Institutional Research Frameworks
Confidence-Driven Decision Support
Learn
Access institutional-grade financial intelligence tools, research frameworks, and market analytics.
Build
Create investment strategies, risk models, quantitative systems, and research reports.
Verify
Backtest, validate, and evaluate ideas before deployment.
Monetize
Connect validated research and strategies with institutions, advisors, and professional investors.
The Minds Behind PredictRAM
A multidisciplinary team of data scientists, financial engineers, and technology experts united by a single mission: making intelligent investing accessible to all.
Subir Singh
Founder & CEO
Financial Market Professional, IIT Kanpur Fellowship holder. 14+ years in equity, derivatives, and portfolio management. CFA US Candidate.
🔗 LinkedIn
Sheetal Maurya
Co-Founder & Core Team
Ex Assistant Professor, University of Delhi. Ph.D. in Finance, Research Scholar at DSE. University Gold Medalist. CFA US Candidate.
🔗 LinkedIn
Arnab Ray
Tech Lead
Full-Stack Developer with 3+ years of expertise in Software Architecture, Blockchain, and cloud-based backend infrastructure. Expert in RESTful APIs.
🔗 LinkedInTech Team
Rohit Purkait
Tech & Developer
IIT Madras BSc. Vast experience in AI and ML systems with expertise in decentralized architecture and scalable solutions.
Ankan Bhaumik
Tech & Backend Developer
Handles backend development, API design, and infrastructure for the PredictRAM platform with a focus on performance and reliability.
Our Mentors & Advisors
Distinguished leaders from finance, technology, and academia who guide PredictRAM's strategy and growth.
Mr. Alok Bansal
Co-Founder & Vice Chairman
PB Fintech (Policybazaar)
Mr. Ajay Kumar Surana
Ex Director
Moody's Analytics
Mr. Dinesh Arora
Ex General Manager
Dena Bank
Mr. Amit Tygi
Associate Director
Indian School of Business
Mr. Sorabh Agarwal
Co-Founder AngelBay • Ex Crisil AVP
AngelBay
Mr. Aditya Arora
Chief Executive Officer
FAAD Network Pvt. Ltd.
One Platform. Total Intelligence.
PredictRAM unifies research, analysis, compliance, and client management in a single, seamlessly integrated environment.
Real-Time Market Data
Live feeds from NSE, BSE, global exchanges, commodity markets, and forex — unified into a single normalized data layer with sub-10ms latency.
AI Research Engine
Over 200 pre-built ML models covering equity valuation, sector rotation, earnings prediction, and macroeconomic scenario modelling.
Portfolio Management
Holistic portfolio view with risk decomposition, correlation analysis, factor exposure, and intelligent rebalancing recommendations.
Smart Alerts
Customizable AI-triggered notifications for price levels, earnings surprises, regulatory filings, and macroeconomic events that impact your holdings.
News & Sentiment NLP
Natural language processing engine that continuously analyzes thousands of news sources, research reports, and social signals to quantify market sentiment.
Open API
RESTful and WebSocket APIs with comprehensive documentation, enabling integration with existing tools, custom dashboards, and third-party applications.
Analyst-Grade Intelligence at Your Fingertips
The PredictRAM ML Terminal is a powerful, browser-based research workstation giving analysts direct access to machine learning models, datasets, and backtesting infrastructure.
No-Code Model Builder
Create, configure, and deploy custom ML models using a visual interface — no programming required for common use cases.
Backtesting Engine
Test investment strategies against 20+ years of historical data with transaction costs, slippage, and survivorship-bias correction built in.
Factor Library
100+ pre-computed factors across value, momentum, quality, and alternative categories, with tools to build and test custom factors.
Live Model Scoring
Real-time scoring of securities against trained models with explainability dashboards showing top contributing features.
Compliant Onboarding & Relationship Management
From first contact to long-term client relationship, PredictRAM's integrated eKYC and CRM suite keeps advisors compliant, organized, and client-focused.
eKYC System
AI-powered, SEBI-compliant digital identity verification and investor onboarding — completed in under 5 minutes.
- Aadhaar & PAN-based video KYC with liveness detection
- Automated FATCA / CRS / AML screening
- Digital signature and e-consent capture
- Risk profiling questionnaire with AI scoring
- Document OCR and intelligent pre-fill
- Re-KYC reminders and automated periodic review
CRM Suite
A purpose-built CRM for wealth managers and financial advisors to nurture client relationships at scale.
- 360° client view with investment history and goals
- AI-driven next-best-action recommendations
- Automated suitability and performance reporting
- Task, meeting, and communication management
- Referral tracking and pipeline analytics
- Seamless integration with eKYC and portfolio data
Everything You Need to Invest Smarter
A comprehensive feature set designed around the needs of modern investors, analysts, and wealth managers.
Predictive Price Targets
AI-generated 12-month price targets with confidence intervals for 5,000+ equities, updated daily based on the latest fundamentals and technical signals.
Economic Event Analysis
Instant interpretation of macro events — RBI policy decisions, GDP releases, inflation data — with direct impact analysis on your specific portfolio holdings.
Bond Intelligence
Comprehensive fixed-income analytics: yield curve analysis, credit spread monitoring, duration risk, and AI-driven bond selection across G-Secs and corporate bonds.
Earnings Forecasting
ML-driven quarterly earnings estimates with surprise probability scores, helping investors position ahead of earnings announcements with greater confidence.
Risk Management
Value-at-Risk (VaR), Conditional VaR, stress testing, and tail-risk analysis with customizable confidence levels and time horizons for any portfolio.
Sentiment Tracker
Aggregated bullish/bearish sentiment across news, social media, analyst reports, and insider activity — with historical sentiment trend charts per ticker.
Sector & Thematic Analysis
Drill down into industry sectors, emerging themes (EV, AI, green energy), and factor-based screens to identify opportunities aligned with macro trends.
Enterprise Security
Bank-grade AES-256 encryption, SOC 2 Type II compliance, multi-factor authentication, and role-based access controls keep your data safe at all times.
Mobile & Offline Access
Progressive web app with offline capability ensures you can review your portfolio and key insights even without an internet connection — on any device.
Join the Future of Financial Intelligence
Whether you're a student, researcher, analyst, advisor, or investor, PredictRAM helps you move from information to confidence.
Start Building with PredictRAM Today