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ry solutions kdb insights cloud native and on premises analytics platform kx delta real time data streaming for defense industry kx sensors large volume streaming for iot and oem industry kdb ai vector database designed for analytics and ai market data onetick market data normalized cleansed maintained exchange market data from 200 venues time series dual mode analytics onetick cloud fully managed cloud platform with ready to use market data and analytics kdb x build high performance time series vector and ai infrastructure kdb x gpu acceleration enhance time series and ai workloads with nvidia gpus trade surveillance surveillance managed saas or customizable solution for compliance and trade monitoring industry solutions kdb insights cloud native and on premises analytics platform kx delta real time data streaming for defense industry kx sensors large volume streaming for iot and oem industry kdb ai vector database designed for analytics and ai webinars why kdb x is the next step for real time data and ai in capital markets read more developer building gpu accelerated agentic financial research the kx nvidia aiq blueprint read more demo the world s fastest database for vector time series and real time analytics book a demo solutions financial services quantitative research backtesting pre trade analytics post trade analytics real time visibility pattern trend analytics agentic ai use cases ai research assistant ai relationship manager ai personalized portfolio construction real time alpha beta extraction deep learning forecasting aerospace defense multi source event correlation research science analytics sensor monitoring real time asset monitoring all industries aerospace defense automotive financial services healthcare ls manufacturing financial services quantitative research backtesting pre trade analytics post trade analytics real time visibility pattern trend analytics agentic ai use cases ai research assistant ai relationship manager ai personalized portfolio construction real time alpha beta extraction deep learning forecasting aerospace defense multi source event correlation research science analytics sensor monitoring real time asset monitoring all industries aerospace defense automotive financial services healthcare ls manufacturing ebook supercharging your quants with real time analytics read more demo high frequency data benchmarking read more outrun the competition winning the digital assets race read ebook why kx developers toggle the developers menu learn documentation kx academy developer tools explore all products developer blog youtube channel connect kx community slack community kxperts stack overflow events support enterprise support ask the community github learn documentation kx academy developer tools explore all products developer blog youtube channel connect kx community slack community kxperts stack overflow events support enterprise support ask the community github developer benchmarking kdb x vs questdb clickhouse timescaledb and influxdb with tsbs read more visit the all new developer center your one stop hub for downloads tutorials kx academy and more resources toggle the resources menu learn more blog podcasts datasheets on demand webinars ebooks whitepapers analyst content glossary demos videos join us events upcoming webinars guides time series databases vector databases the latest news room customer success stories learn more blog podcasts datasheets on demand webinars ebooks whitepapers analyst content glossary demos videos join us events upcoming webinars guides time series databases vector databases the latest news room customer success stories developer from ticks to tweets combining structured and unstructured financial data with kdb x read more financial services kdb x the next era of kdb for ai driven markets read more contact us pricing partners community kdb ai support languages en ja free trial book a demo search search for search kx 30 years in capital markets now built for every quant every capital markets ai problem is a data problem kx is the data intelligence platform built for capital markets so every signal model output and agent action is calculable not probabilistic start your trial book a demo 1t records processed per day single client 30 yrs built and proven in capital markets 60 of global gdp runs on kx top 40 investment banks hedge funds kx is trusted by the problem most firms have your data doesn t agree with itself capital markets ai has a data problem not a model problem most firms assemble research infrastructure from 4 6 point solutions each with its own data model and vendor models reason over an incomplete picture and the outputs show it 78 of quants say current data strategies will lead to failure kx capital markets data report 2026 12 9m avg annual cost of poor data quality in financial services gartner 33 of ai budgets are spent on unsuccessful data projects kx capital markets data report 2026 one instrument four systems no shared source of truth market data vendor a aapl 191 24 09 31 02 1 reference vendor b aapl oq 191 20 09 31 02 3 tick store vendor c appl 191 19 09 31 02 5 corp actions vendor d aapl us 191 22 09 31 02 8 won t reconcile ai model agent reasoning over conflicting inputs confident output wrong answer incomplete picture in untrusted signal out illustrative example one proven blueprint four ingredients one edge start anywhere the repeatable formula capital markets firms use to turn data into an edge follow it end to end or jump straight to the part you came for 01 trusted data foundation curated market data or your own clean mapped aligned 02 fast path to analytics managed or your own engine microsecond queries on billions of rows 03 ai you can trust market context for your agents calculable not probabilistic 04 built in governance surveillance and audit on the same foundation defensible by design one data foundation every stage of the trade from first tick to final audit entry every stage on one trusted data foundation bring our curated market data your own or both the same source of truth runs research execution and oversight select any stage to explore market reference data market reference data ex onetick cloud public data filings news sentiment public data private data trades orders execution history private data strategy research backtesting strategy research backtesting live signal generation live signal generation pre trade analysis pre trade analysis trade execution order routing via oms trade execution order routing via oms post trade analysis post trade analysis monitoring attribution monitoring attribution governance oversight governance oversight click any stage to explore curated market data now at kx stop paying the data tax the only ai ready temporal market data service for capital markets quant and ai teams lose 60 80 of their time to the data tax cleaning feeds mapping symbols aligning timestamps before a single hypothesis runs and every model built on bad data inherits its errors kx delivers curated ai ready market data across 250 venues hydrated point in time query ready on day 1 in python sql or rest no feed handlers an ai layer that can trust what s underneath it stop the data tax start building alpha try market data free for 30 days see it in action 250 global venues 6m symbols hydrated 30 years of tick history t 1 daily normalized updates onetick market data hydrated tick data on demand 250 venues l1 l3 corporate actions applied cloud api or file delivery explore onetick cloud managed analytics data backtesting tca and algo development no infrastructure lower tco explore built for markets the data your ai can trust capital markets data captured at scale and ai ready by default queries answered in microseconds one architecture one audit trail 01 complete every tick every asset class ai ready by default captured normalized stored across 250 venues point in time correct parquet native no look ahead bias the same data layer that powers trading desks powers your models so an agent never reasons over the gaps that make it hallucinate asset classes all major depth l1 l3 point in time correct guaranteed 02 fast microsecond queries on billions of rows the kdb engine the world s fastest trading firms have run on for 30 years now with onetick s full data layer behind it when agents reason at machine speed the data has to keep pace query latency microsecond stac m3 benchmarks 15 17 throughput billions sec 03 unified one platform one architecture one audit trail the only system where quant data trading data and compliance data is the same data not three copies of it one lineage from raw tick to regulatory submission which is what makes an ai decision auditable not just an answer etl between layers none data reconciliation none audit trail tick to report clickhouse snowflake and databricks were built for general data kx was built for markets the platform in practice one foundation a proven blueprint a proven blueprint for capital markets start with our curated data or bring your own then consume it through managed analytics or your own programmable engine start anywhere we carry you as far as you want to go the foundation onetick market data curated ai ready global tick data 250 venues 30 years of history normalized and t 1 the foundation for backtests models and ai agents that actually trust the data underneath no feed handlers to manage no pipeline to build explore onetick market data choose your path research ready day 1 onetick cloud not a file delivery an environment where data analytics and ai workflows already live together backtesting tca signal generation and ai driven research no infrastructure to build no team to hire backtesting tca algo dev ai workflows managed explore onetick cloud build python q or sql kdb x the world s fastest programmable time series engine now with native vector search mcp server and ai agent orchestration python sql or q gpu accelerated parquet native the engine behind rbc s aiden runs your stack on prem or cloud python sql q gpu vector mcp parquet explore kdb x trade market surveillance defensible by design cross asset by default when the regulator asks you can answer confidently production tested surveillance the compliance and audit infrastructure that makes every ai decision defensible detect misconduct across asset classes in real time with a tick level audit trail your compliance team can defend in any investigation built on the same foundation surveillance runs on the same curated point in time market data that powers your trading and research compliance reconstructs events from the identical source of truth with no separate data pipeline to reconcile 500b msgs day production tested at nyse scale book a surveillance demo explore the platform tick level audit every alert traceable to the underlying tick reconstruct any event with point in time precision cross asset coverage equities derivatives fx fixed income unified view across linked products and venues explainable ml alerts self tuning models reduce false positives white box logic investigators see why an alert fired 75 ootb scenarios mar mifid ii sec finra iiroc spoofing layering marking the close wash trading and more why your ai needs a sense of time agents need market context give your ai a sense of time generic ai sees data temporal ai sees data in time kx is the layer that joins structured market data to the unstructured context that explains it at the moment it happened so every signal model output and agent action is calculable not probabilistic it s how we prevent temporal hallucination ai outputs that are semantically correct but belong to the wrong era how temporal ai works the ai stack where kx sits model layer llms foundation models agents apps where ai runs kx the missing layer temporal ai infrastructure capture sequence replay reason audit bi temporal nanosecond auditable raw data layer tick streams news feeds order books filings what ai runs on without temporal grounding the model isn t wrong the data underneath it is and the agent reports it with total confidence phantom crash an unadjusted corporate action shows up as a 75 overnight collapse the agent flags a crisis that never happened symbol drift the same instrument carries three identifiers across venues the agent treats one position as three or misses it entirely look ahead leak the backtest sees information that didn t exist yet the strategy looks brilliant until it trades real capital temporal grounding is what turns each of these from a silent failure into a non event because the data knows when every value was true kx nvidia production ai rbc capital markets temporal ai for capital markets in production scroll the agents aiden the ai powered research assistant plus trading signal agents and specialist analytics agents all co developed with nvidia the reasoning engine powered by llama nemotron each agent plans reasons reflects and refines before acting grounded auditable reasoning at every step the infrastructure kdb x as the mcp server orchestrating tool calls time series analytics and enterprise data access at nanosecond speed in production rbc capital markets we re prioritizing industry leaders that we go deep with in terms of strategy nvidia and kx being two of those firms as we go all in to scale up and out across capital markets bobby grubert head of ai and digital innovation rbc capital markets read the blueprint learn more about this customer story agentic workflow user agent plan reflect refine reason llama nemotron report gen llama 3 3 70b tool calls enterprise files kdb x mcp server time series analytics orchestration web tavily rag pipeline extract embed nemo retriever vector search kdb ai cuvs rerank nemo reranker generate llama 3 3 70b the infrastructure behind ai at scale ai speed without the rewrite kdb x with gpu acceleration pairs the world s fastest data engine with nvidia so backtests run in minutes risk models complete intraday and agents query at the speed of decision your existing workflows in python q or sql no cuda expertise required read the blueprint watch demo kdb x gpu acceleration data flow illustration showing cpu workloads accelerated through kdb x gpu edition achieving 10 20 performance improvements without cuda expertise kdb x gpu edition cpu q workload q select g sort price q from trade q where date z d 20 faster nvidia b200 192gb hbm3e 8 tb s bandwidth blackwell architecture accelerated output 10 20 faster 0 cuda expertise required sorts aggregations time series joins var simulations eod batch processing the firms that can t afford to be wrong run on kx kx has long set the standard in high performance data and analytics and adding onetick s strength in market data and regulatory technology solutions creates a powerful platform for capital markets josh woods cto citadel securities adss strengthens customer trust with real time analytics from kx rbc capital markets from ai experimentation to front office transformatio...