Grounded Data Pathways
Connector lines make the flow from evidence modules into response generation explicit and audit-friendly.
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🔐 Login to PredictRAMGrounded research outputs
Predictive regime-aware context
Deterministic numeric reliability for Indian stocks to predict global market uncertainty.
Registered Research Analyst Firm · Params Data Provider Pvt Ltd
SEBI RA Registration No. INH000022400
Grounded financial reasoning, deterministic metrics, and governed research outputs for retail, HNI, and enterprise workflows.
Analyst-grade synthesis for audit-ready portfolio decisions.
Connector lines make the flow from evidence modules into response generation explicit and audit-friendly.
The rotating ring surfaces regime, volatility, confidence, and uncertainty as persistent reasoning context.
The console language stays usable for retail workflows while preserving the structure needed by HNI and enterprise teams.
Research note drafting and guardrails keep recommendations traceable, reviewable, and ready for decision workflows.
Advanced Automated Trading Signal Platform for Hedge Funds - ODIN Terminal meets VS Code
? Configuration validated and saved
? Client accounts synchronized
? Risk parameters within compliance limits
QUAXAR Brain V4 Analyzing Market...
� Scanning 2,847 stocks across NSE & BSE
� Processing 156 client portfolios
� Running ensemble prediction models
� Applying risk management filters
? Market Dashboard Updated
� Signal states refreshed for monitored instruments
� Model diagnostics refreshed
� Total Capital Deployed: ?42.7 Cr across 156 clients
� Risk Score: 0.68 (Within limits)
� Execution Time: 247ms
Browse and select from curated AI strategies with transparent risk controls and strategy profiles.
Manage hundreds of client accounts with automated capital allocation and individual risk controls.
Advanced ensemble AI combining LSTM, Transformer, and reinforcement learning for superior predictions.
Sub-second signal generation and automated order placement with comprehensive monitoring dashboards.
Pre-Event Research & Decision Guidance Engine - AI-Powered Portfolio Protection Platform
? PreEdge Simulation Generated
� Simulation ID: PEB-DEMO-NF50-PWP-156789
� Structure: Power Protection (15% illustrative buffer)
� Index Context: NIFTY 50 (illustrative snapshot)
� Scenario Band: For illustration only, not guaranteed
� Event Context: Q4 Earnings Season
� Status: DEMO | Monitoring Preview Enabled
Navigate RBI meetings, Budget announcements, elections, and earnings with structured hedging strategies.
Flexible protection structures are available based on your portfolio objectives and risk profile.
Protection available for NIFTY 50, Bank NIFTY, Midcap, and IT indices with customized basket creation.
Intelligent event analysis and basket recommendations powered by machine learning algorithms.
Professional AI-Powered Trading & Analytics Platform with Advanced Machine Learning Models
ML Terminal Suite initialized successfully
Loading advanced prediction models...
Connecting to real-time market data feeds...
Status: Running ensemble prediction for RELIANCE
Models: LSTM + XGBoost + Random Forest
Timeframe: Next 30 days
Model Threshold: Internal calibration active
Scenario Band: Dynamic, market-dependent
Model State: Active
Risk Score: Medium (0.65)
Advisory Note: For informational use only; not an investment recommendation
Risk Control: Configure limits as per mandate and suitability
Monitoring: Review with registered adviser / research analyst
Portfolio Analysis: Complete
Total Value: ₹15,47,832
Risk Score: 0.72 (Medium-High)
Risk Outlook: Market-dependent and non-assured
VaR (95%): -₹1,24,627
Hedging Recommendation: Available
Ensemble methods combining LSTM, XGBoost, and Random Forest for stronger signal consistency and operational robustness.
Live market data processing with instant risk assessment and portfolio optimization recommendations.
Comprehensive risk analysis with VaR calculations, stress testing, and automated hedging strategies.
Curated research-driven recommendations with clear risk profiling.
Designed for investors seeking alpha from under€‘covered names while maintaining disciplined downside controls.
Request DetailsSuitable for capital preservation mandates seeking stable cash flows with intelligent yield enhancement.
Explore BondsBuilt for sophisticated investors comfortable with episodic volatility in pursuit of asymmetric outcomes.
Request AccessAll our ML models are evaluated on multiple dimensions with focus on reliability, governance, and explainability. Whether you invest in equities, sectors, or quantitative strategies, our platform is designed for transparent workflows.
Connect ML models with your portfolio and manage the most complicated risk management needs with ease. Just plug & play ML models supported by clear evaluation scores across: Risk & Return, Data Quality, Model Logic, Code Quality, Testing & Validation, and Governance & Compliance.
Focus on individual stocks & indices. Surfaces trading opportunities, fair value gaps, and portfolio risk insights for both active traders and long-horizon investors.
Analyzes Banking, Pharma, IT, Manufacturing & more. Detects cyclical turns, macro linkages, and relative strength to guide allocation shifts.
Advanced quantitative factor, statistical arbitrage & optimization frameworks engineered for risk-aware portfolio analytics.





Co-Founder & Vice Chairman
PB Fintech (policybazaar)
Ex Director
Moody's Analytics
Ex GM
Dena Bank
Associate Director
Indian School of Business
Co Founder AngelBay
Ex Crisil AVP
CEO
FAAD Network Private Limited
Our Team
Founder & CEO
Financial Market Professional, IIT Kanpur Fellowship holder, and Innovator of Portfolio Risk mitigation technology using AI and Tokenization under TIDE 2.0 EIR Meity Govt of India
14+ years in equity, derivatives, currency, portfolio management, and financial instruments. Over 6+ years of coding experience with proficiency in PHP, jQuery, MySQL Database, R programming language, ARIMA, ARMA, ANN, CNN, RNN, LSTM, GARCH, VaR, Monte Carlo methods, Options Greeks, and Currency strategy payoff models. CFA US Candidate. Certified arbitrageur and algo trading operations from BIFM
Co Founder & Core Team
Ex Assistant Professor of University of Delhi, Ph.D. in Finance, Research Scholar at Department of Commerce Delhi School of Economics. Author of several research papers on finance and econometrics. CFA US Candidate.
8+ years of academic experience, University Gold Medalist in Bachelor of Business Studies. Lifetime member of the Indian Accounting Association.
Tech Lead
Creative Full-Stack Developer with 3+ years of expertise in Software Architecture, Testing, Blockchain, and cloud-based backend infrastructure. Proficient in RESTful APIs and Front-End Development.
First-hand expertise in Software Architecture, Testing, Blockchain, and cloud-based backend infrastructure. Mastery in RESTful APIs and Front-End Development.
Sr.Backend developer
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With help from our teams, contributors and investors these are our achievements
Incubated by SIIC IIT Kanpur incubation program
During BITS Pilani Conquest 2022. In top 11 starts out of 2000+ startups
Presented PredictRAM at Google Asia Pacific HQ in Singapore during the Fintech accelerator program.
Finalist of Empresario 2022 is the annual business model competition organized by Entrepreneurship Cell, IIT Kharagpur
On top 11 out of 2000+ Startups by BITS Pilani Conquest 2022
Winner - Best FinTech DeFi Product by KardiaChain Pioneer contest €” Southeast Asia€™s Premiere #Blockchain Ecosystem
Selected for IIIT Lucknow accelerator program
Showcase NASSCOM Featured report.
At our company, we believe that the key to success in today's digital world is to leverage the power of computer intelligence for speed and scalability, while also relying on human intelligence for trust and reliability.
We've developed a unique approach that blends these two types of intelligence seamlessly, resulting in a powerful and efficient solution that's unmatched in the industry.
Our cutting-edge technology is designed to work alongside SEBI registered advisors and research analyst, providing powerful insights and data-driven solutions that are faster and more accurate and affordable than ever before.
Deep data Analysis of Global Economy, Industry & Company Parameters
Measures and quantifies the level of financial risk within an individual portfolio
Experience advanced technology. With three easy steps redice your portfolio risk at an affordable cost with us.
Deep insights of global markets financial and econpomic events and risk adjustment capabilites under same roof.
Analyzing individual risk involves identifying potential risks and evaluating their likelihood and potential impact on the person or situation. By understanding these risks, individuals can take steps to minimize their exposure to them and reduce their overall risk.
By analyzing risk appetite is an essential part of investment planning. It helps investors identify suitable investments, minimize risk, maximize growths, improve decision-making, and reduce emotional biases.
Analyzing portfolio risk is an essential part of investment management. It involves identifying the types of risk associated with the portfolio, assessing diversification, conducting stress tests, monitoring performance, and rebalancing the portfolio. By analyzing portfolio risk, investors can manage their investments effectively and achieve their financial goals while minimizing risk.
By analyzing portfolio risk is an essential part of investment management. It helps investors protect their investments, maximize growths, make better decisions, enhance diversification, and align with their risk tolerance.
Analyzing market event risk is an important part of investment management. It involves identifying potential market events, assessing the potential impact, diversifying the portfolio, monitoring market conditions, and adjusting the portfolio as necessary. By analyzing market event risk, investors can protect their investments and achieve their financial goals while minimizing risk.
By analyzing market event risk helps investors stay ahead of potential market shifts and prepare for changes in market conditions. This can help investors position their portfolio for success in different market environments.
Combining all risk parameters provides a more comprehensive view of the overall risk associated with an investment portfolio. A multi-dimensional analysis that considers all risk parameters can help investors make better-informed decisions about their investments and manage their risk exposure more effectively.
by combining all risk parameters enables investors to measure the risk-adjusted performance of their portfolio. This allows investors to identify potential opportunities to improve their growths while managing their risk exposure.
By providing a comprehensive view of portfolio risk and offering effective risk mitigation strategies through customized ETF execution capabilities, investors can optimize their investment portfolio and achieve their financial goals while managing their risk exposure.
A platform that provides deep insight into risk and risk mitigation strategies through customized ETF execution capabilities can help investors make informed decisions about their investments and achieve long-term success while managing their risk exposure.

Integration feature with all trading and Demat accounts with PredictRAM dashboard can help investors manage their investments effectively, execute trades efficiently.
The game-changer for investors is the accessibility of high-end AI investing instruments at a very affordable cost.
Risk mitigation strategies through customized ETF execution capabilities before the event that help investors make informed decisions about their investments
By following these three easy steps, you can find, manage & mitigate the risk of your portfolio and achieve your long-term financial goals.
SLIPS 9.5% coupon rate bonds across various industries, with flexible adjustment frequencies and tailored allocations. Their strategy involves thorough industry analysis to recommend sector-specific or unrelated bonds based on outlook, optimizing growths based on investor needs.
Learn more Connect NowFLIPS offers bonds linked to the CPI, adjusting for inflation to preserve purchasing power and ensure real growths. These bonds provide inflation protection, higher interest rates than traditional bonds, and risk mitigation, with features like quoted yield RFQ facilities and high liquidity
learn more Connect NowA technology stack can help in the quick and accurate assessment of portfolio risk. The use of data analytics, artificial intelligence (AI), and machine learning (ML) can help in identifying potential risks and analyzing historical data to assess the probability of risks occurring.
A technology stack can help portfolio managers make informed decisions by providing access to real-time data and analytics. This can help in identifying emerging risks and assessing the potential impact on portfolio performance.
A technology stack can streamline portfolio risk management processes, reducing the need for manual interventions. This can help in reducing costs and improving efficiency, while also minimizing the risk of human error.
A technology stack can help in ensuring regulatory compliance by providing accurate and timely reporting. This can help organizations avoid regulatory penalties and fines.
An AI-powered dashboard can provide many benefits for a registered advisor, including:
White-label ML models: We offer white-label ML models advisors can deploy for better risk management of their clients' portfolios€”easy integration, real-time data feeds, and fast results.
Real-time insights: AI-powered dashboards can provide real-time insights into market trends and client portfolios, allowing advisors to make informed decisions quickly.
Time-saving: AI-powered dashboards can save advisors time by automating repetitive tasks, such as data entry and report creation.
Improved client communication: With an AI-powered dashboard, advisors can communicate with their clients more effectively by sharing data-driven insights and recommendations.
Competitive edge: With access to AI-powered insights and recommendations, advisors can gain a competitive edge by offering more advanced and personalized services to their clients.
An AI-powered risk management dashboard can provide many benefits for investors, including:
Real-time risk assessment:An AI-powered dashboard can analyze market data in real-time and provide investors with up-to-date information on the risks associated with their investments.
Customized risk analysis:AI-powered risk management dashboards can analyze each investor's risk tolerance and investment goals, and provide customized risk analysis based on that information
Automated alerts:AI-powered risk management dashboards can provide automated alerts when certain risk thresholds are breached, enabling investors to take timely action to mitigate risk.
Cost savings:AI-powered customized ETF's can help investors optimize their portfolios and potentially reduce investment costs.
Professional-grade strategy marketplace with AI-assisted market monitoring powered by QUAXAR Brain and Qunius-RL engines
Sign in to access AI-powered trading signals
Login to PredictRAMAdvanced deep learning engine combining LSTM, Transformer, and reinforcement learning for data-driven market analysis.
Access curated strategies from model-driven systems with transparent risk characteristics and governance controls.
Built-in position sizing, stop-loss management, and portfolio-level risk controls for capital preservation.
Automated KYC verification and comprehensive CRM solutions designed for investment advisors and research analysts with regulatory-aligned workflows.
Comprehensive eKYC automation and CRM platform designed specifically for investment advisors and research analysts with regulatory-aligned controls.
Real-time KRA & CKYCRR uploads with seamless integration. Fully regulation-ready with comprehensive audit trails.
Complete client management system with portfolio tracking, invoice generation, and automated communication workflows.
Audit-ready from day one with complete regulatory compliance, documentation, and professional consultation support.
Regulatory Info: Built for SEBI-registered Research Analysts (Reg: INH000022400) and Investment Advisors requiring professional compliance solutions.
Before investing, it is important to analyze your individual risk appetite to determine what types of investments are appropriate for your financial situation and goals. Risk appetite refers to your willingness to take on risk in pursuit of potential growths. It is influenced by various factors such as financial resources, investment goals, and tolerance for uncertainty.
Economic indicators: Economic indicators such as GDP, inflation, employment data, and interest rates can have a significant impact on the markets.
Corporate earnings: The earnings reports of individual companies can impact their stock prices, as well as the broader market.
Government policies: Changes in government policies, such as tax rates, regulations, or trade agreements, can have a significant impact on specific industries or the broader market.
Geopolitical events: Political events such as elections, wars, and natural disasters can create uncertainty and volatility in the markets.
Central bank decisions: Decisions by central banks, such as changes in interest rates or monetary policy, can impact the markets.
Company news and events: News such as mergers and acquisitions, product launches, or management changes can impact the stock prices of individual companies.
Event-specific customized ETFs can provide investors with a convenient way to participate in specific events without having to research and select individual securities.
We are using AI,ML technologies to curate all the event specific ETFs suggested by the SEBI registered advisors and research analyst.
Here Are the 11 Fintechs Joining F10€™s Latest Accelerator Programme in Singapore
Meet The 16 Indian Startups That Caught Our Eye At BITS Pilani€™s €˜Conquest€™ Accelerator
Get notified about the details, as well as other important development update.
Our GenAI & ML powered platforms delivering automation, intelligence & risk transparency.

Streamlines client management with eKYC, eSign & IVR call recording ensuring secure, compliant automation.
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Patented tokenized portfolio risk management + real€‘time surveillance using LLMs, RAG & market monitoring.
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Deep learning & quantum€‘ready modeling for predictive analytics and advanced risk intelligence.
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CIN - U72200DL2020PTC374889
SEBI RA: INH000022400
BSE Enlistment: 6755
Backed By
SIIC IIT Kanpur
Tenity (F10) Singapore
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Investment in securities markets are subject to market risks, read all the related documents carefully before investing as prescribed by SEBI. Issued in the interest of the investors.
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PredictRAM / Params Data Provider Pvt Ltd is registered with SEBI as a Research Analyst (Reg. No. INH000022400). SEBI registration and NISM certification do not guarantee performance of the intermediary or provide assurance of returns to investors. All material is informational / educational and not an offer or personalized investment advice.
All ML models, dashboards and research content are proprietary. Unauthorized reproduction or redistribution is prohibited.
Investing involves market, liquidity, credit and other risks. Past performance or back€‘tested outputs are not guarantees of future results.
Data believed reliable but not guaranteed; model outputs subject to slippage, regime shifts, unforeseen macro events.
Contact support@predictram.com. If unresolved within 30 days, escalate via SEBI SCORES (scores.sebi.gov.in).
