Kubera Research
Kubera Research is a private fintech firm that delivers reinforcement learning-powered quantitative trading strategies as a SaaS product (Zeta) for High Net Worth Individuals and NRIs trading on India's NSE equity markets.
- Company typePrivate
- Founded2006
- HeadquartersSingapore, Singapore
- Headcount1–10
- GTM typeB2C
- OfferingSoftware
What Kubera Research does
Kubera Research is a private fintech firm that builds and delivers stochastic quantitative trading models as a SaaS product, primarily targeting equity markets on India's National Stock Exchange (NSE). The company develops proprietary "Alpha" strategies (Alpha3 for swing trading, Alpha5 for momentum trading, and Alpha7 in testing for a swing/momentum market-neutral approach) built on mathematical models refined with machine learning, chaos theory, and Hidden Markov Models. These alphas are deployed through "Zeta," an execution engine powered by reinforcement learning that handles portfolio, order, risk, and account management while integrating directly with customers' own brokerage accounts at Interactive Brokers and Kite by Zerodha.
The underlying technology stack trains on minute-wise market data dating back to 2006, with each model required to pass a minimum of 15 months of backtesting and 3 months of forward testing. Disclosed performance metrics include Sharpe ratios of 3.505–3.88, annual returns of 89%–126%, and maximum drawdowns of 20%–32% for live strategies on NSE equities. Architecturally, Zeta runs as an air-gapped, client-side SaaS that connects to the user's own broker account, ensuring funds remain under customer control with no lock-in periods.
Kubera Research monetizes via a subscription-based SaaS model with annual billing, though pricing is not publicly disclosed. The go-to-market is product-led and self-serve, targeting High Net Worth Individuals (HNIs) and Non-Resident Indians (NRIs) seeking institutional-grade strategies. Distribution is direct through content marketing (blog), X/Twitter (@KubeRese), and email newsletter, with no resellers or third-party channels disclosed. The company is domiciled in Singapore (city) with primary market focus on India, has 1–10 employees, and shows no public funding rounds, M&A activity, or external investment to date.
Kubera Research firmographics
Firmographics- Name
- Kubera Research
- Legal name
- Kubera Research
- Website
- https://kubres.com
- Company type
- Private
- Founded year
- 2006
- Operating status
- Operating
- Headcount range
- 1–10 employees
- Short description
- Kubera Research is a private fintech firm that delivers reinforcement learning-powered quantitative trading strategies as a SaaS product (Zeta) for High Net Worth Individuals and NRIs trading on India's NSE equity markets.
- Ownership category
- akta.pro rank
Kubera Research industry classification
Industry- Product category
- Quantitative Trading Software
- NAICS
- Securities, Commodity Contracts, and Other Financial Investments and Related Activities (523), Miscellaneous Financial Investment Activities (523999)
- SIC
- Finance Services (6199), Investment Advice (6282)
- akta.pro primary industry
- Execution Algorithms & Transaction Cost Analytics (TCA) (FSADAJAI)
- akta.pro secondary industry
- Copy Trading, Social Trading & Automated Trading Platforms (FSADAAAK)
Keywords
Where Kubera Research is headquartered
LocationHeadquarters
- HQ city
- Singapore
- HQ country
- Singapore
- HQ region
- Asia
Markets served
Kubera Research business model
Business model- GTM type
- B2C
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Infrastructure, Marketing or Sales, Operations
Revenue model
- Zeta SaaS Subscription: Kubera Research operates Zeta as a proprietary SaaS product that provides execution engine powered by reinforcement learning. The company offers trading models and execution capabilities as a subscription-based software service, allowing customers to use their own brokerage accounts while paying for access to the proprietary algorithms and execution engine.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Annual | SaaS subscription model - specific tiers not disclosed |
Go-to-market motion1 record
Distribution channels1 record
Marketing channels3 records
Kubera Research product offering
Product offeringCore offering
Kubera Research develops and delivers proprietary quantitative trading software under its Zeta SaaS platform. Zeta is a reinforcement learning-powered execution engine that runs the company's curated stochastic trading strategies (Alphas) on the National Stock Exchange of India, executing trades through integrations with Interactive Brokers and Kite by Zerodha while keeping client funds in the user's own brokerage account. The core offering combines algorithmic alpha generation with automated order, portfolio, and risk management targeted at sophisticated individual investors.
Product overview
Kubera Research offers a unified SaaS product combining proprietary trading strategies (Alphas) with an execution engine (Zeta). Alphas are mathematical models refined into machine learning algorithms that generate stochastic trading insights across three named strategies (Alpha3, Alpha5, and Alpha7) for NSE equities. Zeta is the reinforcement learning-powered execution engine that translates these strategies into real-time trades via brokerage integrations (Interactive Brokers and Kite by Zerodha), handling portfolio optimization, order execution, risk management, and slippage minimization on the user's own brokerage account.
Differentiator
Problem solved
Functional benefit
Brands
- Zeta: Proprietary SaaS execution engine powered by reinforcement learning; the core product for deploying Kubera Research's trading strategies.
Products and services
- Zeta
Quantifiable outcome
- Alpha3: Sharpe Ratio 3.505, Annual Return 89%, Volatility 14.31%, Max Drawdown 20.82%
- +1 more outcomes
Companies that use Kubera Research
Customer profileSegments2 records
Ideal customer profiles2 records
Kubera Research technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
Integration2 records
AI capability4 records
Feature4 records
Kubera Research partnerships and signals
Strategic signalPartnerships
Two partnerships are on record, tiered core.
- Interactive BrokerscoreIntegration with Interactive Brokers platform enables real-time data feedback on trading positions, slippage, and market impacts. This connectivity allows Zeta's execution engine to manage orders and execute trades through Interactive Brokers' infrastructure, enhancing adaptive trading capabilities for clients.
- Kite by ZerodhacoreIntegration with Kite platform by Zerodha (SEBI-accredited) provides connectivity for Indian market trading execution. Real-time data feedback on positions, slippage, and market impacts enables Zeta's adaptive capabilities for NSE-focused trading strategies.
Scale indicators3 records
Recent moves5 records
Expansion highlights4 records
Kubera Research competitors and assessment
Company assessmentMarket position
Competitive moat5 records
Key risks6 records
Key highlights6 records
Customer concentration
Kubera Research social profiles
Digital presenceKubera Research financial estimates
Financial estimateRevenue estimate
Valuation estimate
Kubera Research leadership team
Management profileNumber of profiles
Profiles1 record
Kubera Research funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Kubera Research M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Kubera Research
What does Kubera Research do?
Kubera Research develops and delivers proprietary quantitative trading software under its Zeta SaaS platform. Zeta is a reinforcement learning-powered execution engine that runs the company's curated stochastic trading strategies (Alphas) on the National Stock Exchange of India, executing trades through integrations with Interactive Brokers and Kite by Zerodha while keeping client funds in the user's own brokerage account. The core offering combines algorithmic alpha generation with automated order, portfolio, and risk management targeted at sophisticated individual investors.
Is Kubera Research a public or private company?
Kubera Research is a private company. It is classified as founder individual operated bootstrapped and is currently operating.
When was Kubera Research founded?
Kubera Research was founded in 2006. It employs 1 to 10 people.
Where is Kubera Research based?
Kubera Research is headquartered in Singapore, Singapore, in the Asia region.
How does Kubera Research make money?
One revenue line is on record: zeta SaaS Subscription.
Does Kubera Research have an API?
No public API is recorded for Kubera Research.
What industry is Kubera Research in?
Kubera Research's product category is Quantitative Trading Software. Its primary akta.pro industry code is FSADAJAI, Execution Algorithms & Transaction Cost Analytics (TCA), with a secondary code of FSADAAAK, Copy Trading, Social Trading & Automated Trading Platforms. Its NAICS code is 523 and its SIC code is 6199.