Read beyond
the headline.
An in-house, market-specific NLP engine to turn disclosures, policy releases and commodity news into structured, source-linked events.
INTELLIGENCE. AT THE HEART OF MARKETS.
Read information deeply. Evaluate it quickly.
Keep every decision accountable.
OUR PURPOSE
Stock Wallet Services LLP is based in Gurugram, India, with roots in proprietary trading and multi-asset investing.
Our ambition is to help information travel more intelligently into market prices. That means understanding what changed, evaluating what matters and accounting for the liquidity available to act on it.
We see a shared direction for market technology and investment: better infrastructure for decisions today, and patient capital for the technologies that can shape tomorrow.
Discover our research agendaOUR RESEARCH AGENDA
The systems we intend to build. Each addresses a different source of friction between information and price.
An in-house, market-specific NLP engine to turn disclosures, policy releases and commodity news into structured, source-linked events.
A sub-millisecond inference target for compact models working on prepared features, with consistent tail latency under load as a design priority.
Research connecting spot, futures and options with inventory, seasonality, financing and delivery conditions.
Order-book research that studies depth, spreads, queue behaviour and execution costs across different order sizes.
Time-aware replay using evidence available at each decision, unseen periods, realistic costs and stressed conditions.
Exposure limits, stale-data checks, model monitoring and versioned records designed into the decision path.
OUR APPROACH
Separating signal from noise starts with exposing the assumptions.
QUANTITATIVE THINKING
One research principle, made tangible: changing how much history a model remembers changes its behaviour. Inspect the tradeoff on the same evidence.
A fixed, generated sequence makes each setting comparable. The weighted mean uses the current observation and earlier observations only. A shorter span responds sooner; a longer span retains more history.
The shaded range is one exponentially weighted standard deviation around the mean. It describes dispersion, rather than a forecast or a confidence interval.
With span s, the new-observation weight is α = 2 / (s + 1). The mean updates as m = αx + (1 − α)mprevious. All settings use 84 prior observations to reduce start-up effects. Axes and observations stay fixed.
This explains a statistical principle; it does not describe company returns, a trading signal or a proprietary strategy.
Method reference: NIST14 observations · 13.3% weight on each new observation
A middle setting balances responsiveness and smoothing. Every model choice has a tradeoff.
HUMAN JUDGMENT
Prices reflect businesses, resources, incentives and human behaviour. Context begins with understanding the forces involved—and the information still missing.
DISCIPLINED AMBITION
A persuasive thesis still needs a view of loss, liquidity and the conditions that could invalidate it. Risk belongs inside the decision.
OUR MARKET PERSPECTIVE
A price-discovery ambition spanning equities, commodities and derivatives.
EQUITIES
Connecting business fundamentals, disclosures and corporate events with the expectations reflected in equity prices.
OWNERSHIP · ENTERPRISE · GROWTHCOMMODITIES
Understanding how supply, inventory, weather, delivery and seasonality shape commodity price relationships.
RESOURCES · ECONOMIES · CONNECTIONSDERIVATIVES
Studying futures and options through their connection to underlying markets, financing, volatility and risk transfer.
STRUCTURE · EXPOSURE · RISKA LONGER HORIZON · FUTURE AMBITION
Our long-term ambition includes an India-focused AIF / venture investment platform for technology with measurable real-world utility.
Applied AI. Financial infrastructure. Intelligent systems for industry. We want to back engineering that solves consequential problems, with the discipline to ask how value becomes durable.
Discuss the investment visionDefensible engineering, thoughtful use of compute and a path to efficient scale.
Customer value expressed in productivity, reliability, access and sound unit economics.
Credible governance, honest reporting and a clear view of what could go wrong.
A future AIF / VC ambition. No fund is launched or offered through this website.
NATURAL TITANIUM · FUTURE CONCEPT
Exploring an NFC card connected to a credit line secured against eligible mutual fund holdings, including units accumulated through SIPs.
Register interestThe ambition is a simpler interface between long-term investing and everyday borrowing, supported by transparent limits and a regulated lending partner.
A flat titanium chassis cut to the Stock Wallet emblem, with softened edges and a flush, radio-transparent module captured inside the clasp. A concept organised around repeatable cutting, finishing and assembly.
A future concept, subject to lending and card partners, underwriting and applicable approvals. Eligibility and limits would depend on the lender; falling collateral values could require additional security or repayment. Radio performance, durability and payment compatibility would require prototype validation. No card or credit facility is currently available.
LIMITED EARLY CONVERSATIONS
For prospective investors, founders, technology partners and those interested in our future card concept. Tell us which part of the vision speaks to you.
INVESTOR CENTRE
Company information. Official investor resources.
A clear route to raise a concern.