Retail Investors
Access institutional-grade AI models, sector analysis, and portfolio optimization tools previously reserved for large funds — now available to individual investors.
Registered Research Analyst Firm · Params Data Provider Pvt Ltd
Risk Management with Proprietary Analyst Language Model by PredictRAM.
Grounded research outputs
Predictive regime-aware context
Deterministic numeric reliability for Indian stocks to predict global market uncertainty.
PredictRAM is a member of NVIDIA Inception
Our Partners & Accelerators
Main Feature
PredictRAM Python IDE: 1-Prompt Trading Dashboard Builder
A hybrid IDE inspired by VS Code, Jupyter, and institutional trading workstations. Build analyst-grade dashboards from a single prompt, then route broker-ready strategies with integrated execution controls.
- 1-Prompt trading dashboard builder for watchlists, charts, signals, and alerts
- Broker and execution integration for order routing, approvals, and deployment
- Left sidebar: project files, saved strategies, datasets, broker/API connectors
- Central editor: tabs for Python scripts, notebooks, terminal output
- Right panel: live variables, charts, logs, model output, execution status
- Top bar: environment, connected account, run state, kernel/interpreter, deploy actions
- One-click: Run, Backtest, Save Strategy, Deploy
Key flows: write code, run/debug, see results instantly, visualize market data, promote to production.
Vedaniq Analyst Cockpit Mockup
Risk: High Volatility
Compliance: SEBI
Deterministic Metrics: 98.7% numeric trace
Stock Thesis
Tata Motors is positioned for continued growth driven by EV adoption, margin expansion, and robust order book. Recent quarterly results beat consensus, and management guidance remains positive.
Valuation View
DCF fair value: ₹1,120
Peer multiple: 18.2x FY25E EPS
Peer multiple: 18.2x FY25E EPS
Risk Factors
Commodity cost swings, China JV exposure, regulatory changes
Technical Context
RSI: 62 (bullish), MACD positive, 50DMA support
Options Angle
Call OI build-up at 1200CE, IV at 22%
Compliance-safe disclaimer: This output is for informational purposes only. Please consult a SEBI-registered advisor before making investment decisions.
Why this answer is trusted:
Source: NSE filings, Market snapshot, Portfolio context, Calculation trace, Regime: Bullish, Confidence: High
What is PredictRAM?
PredictRAM is an AI-driven financial intelligence platform designed to empower investors, analysts, and wealth managers with cutting-edge machine learning models, economic event analysis, and seamless regulatory compliance tools.
Founded with the mission to democratize financial intelligence, PredictRAM bridges the gap between raw market data and actionable investment insights. Our platform combines quantitative analysis, NLP-driven news sentiment, and predictive modelling to deliver an unparalleled decision-making experience.
- ✓ AI-powered portfolio risk assessment
- ✓ Real-time economic event interpretation
- ✓ Regulatory-compliant eKYC onboarding
- ✓ Multi-asset class coverage
Built for Every Type of Investor
Whether you're a retail investor, institutional fund manager, or financial advisor, PredictRAM provides tailored tools to optimize your investment strategy.
Institutional Investors
Large-scale portfolio risk management, factor models, and custom ML model deployment for hedge funds, mutual funds, and pension managers.
Financial Advisors
Client-centric CRM with AI-driven insights, integrated eKYC, suitability assessment, and automated reporting for wealth management professionals.
Quant Analysts
Direct API access, backtesting engine, custom factor construction, and a collaborative ML Terminal for research and alpha generation.
The PredictRAM Advantage
Understand why intelligent investors choose PredictRAM and how our platform delivers results.
Data-Driven Edge
While traditional analysis relies on lagging indicators, PredictRAM's ML models process 10,000+ data points per security in real time — from price action and fundamentals to satellite data and social sentiment.
Regulatory Confidence
Every recommendation is explainable and auditable. Our platform aligns with SEBI, RBI, and global regulatory frameworks, ensuring your decisions meet compliance standards without slowing you down.
Democratized Intelligence
We believe every investor deserves access to sophisticated tools. PredictRAM's tiered access model brings institutional-quality intelligence to everyone, from ₹10K SIP investors to ₹1000Cr portfolio managers.
Continuous Learning
Our models self-improve using feedback loops and fresh market data. As market regimes shift, PredictRAM adapts — so your strategy never becomes stale.
Sign Up & eKYC
Create your account in minutes. Our AI-powered eKYC verifies your identity, assesses your investor profile, and sets up personalized risk parameters automatically.
Connect Your Portfolio
Link your existing brokerage accounts or import holdings manually. PredictRAM ingests your portfolio and generates a comprehensive risk and opportunity analysis within seconds.
Explore AI Insights
Browse the ML Terminal for deep-dive analysis, receive real-time economic event alerts, view factor scores, and access predictive price targets across 5,000+ securities.
Act & Monitor
Execute informed decisions directly from the platform. Automated alerts and portfolio drift notifications keep you ahead of market moves — 24 hours a day, 7 days a week.
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.