The measurement is only the visible surface. The real intelligence is the technology behind it.
CORE TECHNOLOGIES
Technologies in theQuantsion system
Core technologies power the evaluation across the system; analytical dimensions describe what is evaluated. How information progresses through it is set out in the system architecture.
01Data engineering
Reliable data infrastructure built to continuously acquire, validate and prepare market information for quantitative analysis.
02Machine learning
Learns complex relationships from multidimensional market information that static analytical rules alone cannot fully capture.
03Statistical modeling
Measures relationships, distributions and uncertainty to distinguish meaningful information from statistical noise.
04Quantitative modeling
Transforms market behavior into measurable mathematical representations that can be analyzed systematically.
05Probabilistic modeling
Evaluates multiple possible outcomes through probability and uncertainty instead of assuming a single deterministic future.
06Multi-timescale analysis
Evaluates market and instrument behavior across multiple time horizons to reveal information that a single timescale cannot provide.
07Risk-aware optimization
Evaluates the expected move together with risk, uncertainty and the cost of being wrong.
08Continuous computation
Continuously recomputes the system’s view as market conditions and instrument states evolve.
09Real-time processing
Processes incoming market information in real time so the system can respond to changing conditions without relying on stale state.
01Market Data
Analysis begins not with the chart,but with the source data that creates it
Quantsion takes in the transactions market participants execute on exchanges the moment they happen, at both order-book and tick level. The stream never pauses and is recorded at a resolution reaching down to 100 milliseconds; the behavior behind price is measured at this resolution. Incoming raw data records are aligned in time order and checked for completeness; analysis begins only on data whose integrity has been verified. All five stages that follow work on this record.
02Feature Engineering
The market behavior the chartdoes not show is measured
Quantsion derives analytical features from these raw data records: measurable quantities that describe market behavior.
Which side is pressing, where the order book thickens and where it thins, whether incoming demand is absorbed — each of these becomes a number. The same behavior is measured across different time horizons: a move that means something over a short horizon says something else over a longer one. A single moment yields thousands of measurements.
03Cortex
Thousands of measurements are analyzednot one by one, but as one connected system
Multidimensional features reveal the deeper structure of market behavior.
Relationships, imbalances and structural formations are evaluated as a connected system. Cortex reveals the market as a whole — and the distinct position of each instrument within it. It continuously evaluates how market behavior evolves, how conditions change, and how those changes reshape each instrument’s state alongside its own internal dynamics. This combined understanding becomes the foundation for interpreting what the current environment means for both the market and each individual instrument.
04Context
Information is analyzed togetherwith the conditions it lives in
Information gains meaning through the conditions in which it exists.
Relationships between analytical findings, conditions and observations determine what is relevant now. What matters is not only what is observed, but what it means together. Context turns connected information into a clearer understanding of the market and each instrument. With information understood in context, the system is ready to form a coherent intelligence view.
05Intelligence
Every supporting and conflicting findingconverges into one coherent view
Multiple perspectives converge into a single holistic evaluation process.
Supporting, conflicting and complementary information is evaluated together. Independent insights become a coherent view of the current state. Intelligence turns complexity into clarity without reducing it to a single isolated reading. With the present state understood coherently, the system can begin evaluating what may come next.
06Forecast
The future arrives not as a single prediction,but with its probabilities
Understanding the present is the foundation for evaluating what may come next.
Multiple possible market paths are evaluated rather than assuming a single future. Forward-looking expectations are expressed through probability, magnitude and uncertainty. Forecast transforms current intelligence into a probabilistic view of what lies ahead.
SOURCE DATA
The system does not wait for the chartto evaluate the market.
Price shows the outcome; transactions reveal the activity behind it.
Data resolution100 ms
Market source data is captured at intervals as short as 100 milliseconds, providing visibility into changes occurring inside conventional chart intervals.
TradesExecuted trades
Quantsion processes executed transactions directly, providing visibility into what market participants actually traded, not only the price displayed on a chart.
Order-book levelsUp to 10,000
Quantsion can process order-book depth reaching up to 10,000 levels, extending visibility far beyond the best bid and ask and providing a deeper view of liquidity distribution.
Source dataReal time
Quantsion works with source data generated directly by market activity before that activity is compressed into conventional chart-level representations.
Market participantsLarge participants
Quantsion uses advanced analytical features to identify and evaluate the measurable signatures that large market participants leave across liquidity, order-book behavior and executed transaction flow.
Continuous operation24/7
Quantsion operates continuously, processing and reevaluating market conditions as they change. The evaluation process does not depend on a person being present to observe the market.
Quantsion is an advanced quantitative financial system that begins with source market data, continuously and systematically evaluates markets and financial instruments, and operates independently of human interpretation.
NINE TECHNOLOGIES. SEVEN ANALYTICAL DIMENSIONS.ONE COHERENT VIEW.
ANALYTICAL DIMENSIONS
Analytical dimensions of market behavior
Quantsion evaluates market behavior across interconnected dimensions of microstructure, liquidity, price formation, trend, volatility, derivatives positioning and time.
01
Microstructure0.00
Order book, flow and directional behavior
Evaluates how market depth, executed flow and directional pressure interact.
Order book depth0.00
Order book imbalance0.00
Order book pressure0.00
Order flow0.00
Aggressive buy–sell behavior0.00
Buy–sell pressure0.00
Flow dominance0.00
Flow consistency0.00
Flow toxicity0.00
Directional intent0.00
Directional confirmation0.00
Directional persistence0.00
02
Liquidity0.00
Liquidity dynamics
Evaluates how liquidity appears, replenishes, weakens and changes under pressure.
Liquidity behavior0.00
Hidden liquidity0.00
Liquidity replenishment0.00
Liquidity shocks0.00
Liquidity fragility0.00
Liquidity exhaustion0.00
Iceberg / absorption0.00
Liquidity gaps0.00
03
Price formation0.00
Price formation, impact and volume
Connects price discovery with trading intensity, volume distribution and the market response to activity.
Price discovery0.00
Fair value0.00
Market impact0.00
Impact asymmetry0.00
Trade intensity0.00
Volume profile0.00
Relative volume0.00
04
Trend0.00
Trend, momentum and reversal
Evaluates how directional structures form, persist, weaken and transition.
Trend formation0.00
Trend strength0.00
Trend quality0.00
Trend stability0.00
Momentum exhaustion0.00
Reversal behavior0.00
05
Volatility0.00
Volatility and market structure
Interprets volatility conditions and structural behavior around relevant market levels.
Volatility structure0.00
Volatility regime0.00
Compression / expansion0.00
Structural levels0.00
Structural events0.00
Level defense0.00
06
Derivatives positioning0.00
Derivatives, positioning and leverage
Adds context from derivatives activity, positioning, leverage and carrying conditions.
Open Interest0.00
Funding0.00
Basis0.00
Liquidations0.00
Market positioning0.00
Leverage cycle0.00
Squeeze pressure0.00
Carry stress0.00
07
Timescales0.00
Regime, morphology and time
Evaluates how market structure changes across regimes, transition points and multiple time horizons.
Multiple timescales0.00
Market regime0.00
Regime transitions0.00
Structural change points0.00
Market morphology0.00
Temporal behavior0.00
MULTIDIMENSIONAL REPRESENTATION
Each of these dimensions measures a different aspect of the market, yet none of them is sufficient on its own. They are therefore considered not as isolated indicators, but as a multidimensional representation in which the market and each instrument gain meaning together. Every dimension read here is one part of that whole.
CORE TECHNOLOGIES
Technologies in the Quantsion system
Analytical dimensions describe what is evaluated. Core technologies power that work across the system. How information progresses through it is set out in the system architecture.
TECHNOLOGIES01 – 09
01Data engineering
Reliable data infrastructure built to continuously acquire, validate and prepare market information for quantitative analysis.
02Machine learning
Learns complex relationships from multidimensional market information that static analytical rules alone cannot fully capture.
03Statistical modeling
Measures relationships, distributions and uncertainty to distinguish meaningful information from statistical noise.
04Quantitative modeling
Transforms market behavior into measurable mathematical representations that can be analyzed systematically.
05Probabilistic modeling
Evaluates multiple possible outcomes through probability and uncertainty instead of assuming a single deterministic future.
06Multi-timescale analysis
Evaluates market and instrument behavior across multiple time horizons to reveal information that a single timescale cannot provide.
07Risk-aware optimization
Evaluates the expected move together with risk, uncertainty and the cost of being wrong.
08Continuous computation
Continuously recomputes the system’s view as market conditions and instrument states evolve.
09Real-time processing
Processes incoming market information in real time so the system can respond to changing conditions without relying on stale state.
Quantsion is an advanced quantitative financial system that begins with source market data, continuously and systematically evaluates markets and financial instruments, and operates independently of human interpretation.
