Equities
Technology and analytics infrastructure for equity markets.
Financial Technology × Market Infrastructure
Financial Infrastructure for Modern Markets
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Evermount builds the data, quantitative research, intelligence, execution and risk infrastructure powering the next generation of financial markets.
Market Data
Real-time and historical market data infrastructure.
Quantitative Research
Research, modeling, simulation and backtesting infrastructure.
Risk Infrastructure
Real-time exposure, limits, monitoring and stress testing.
Execution
Algorithmic execution, order management and execution analytics.
Top Movers
Sample data • Illustrative only
The Evermount Infrastructure Stack
MARKET DATA → DATA PLATFORM → QUANT + AI → RISK → EXECUTION → VENUES
A unified technology stack designed to transform financial data into intelligence, quantitative strategies, risk decisions and systematic execution.
Layer 01
Market Data
Layer 02
Data Platform
Layer 03
Quant + AI
Layer 04
Risk
Layer 05
Execution
Layer 06
Venues
The Infrastructure Behind Modern Markets
Build, connect, analyze and execute across financial markets using Evermount infrastructure.
Market Data
Real-time and historical market data infrastructure.
Quant Research
Research, modeling, simulation and backtesting infrastructure.
AI & Intelligence
Machine learning, market intelligence, signal generation and analytics.
Risk
Real-time exposure, limits, monitoring and stress testing.
Execution
Algorithmic execution, order management and execution analytics.
Connectivity
Infrastructure connecting institutions, brokers, venues and financial systems.
What Evermount Builds
Data, quantitative research, intelligence, risk, execution and connectivity infrastructure for modern financial markets.
Market Data
Real-time and historical market data infrastructure.
Quantitative Research
Research, modeling, simulation and backtesting infrastructure.
AI & Intelligence
Machine learning, market intelligence, signal generation and analytics.
Risk
Real-time exposure, limits, monitoring and stress testing.
Execution
Algorithmic execution, order management and execution analytics.
Connectivity
Infrastructure connecting institutions, brokers, venues and financial systems.
From Financial Intelligence to Execution
Evermount combines artificial intelligence, quantitative research and trading infrastructure to create intelligent systems capable of continuously analyzing markets, discovering opportunities, managing risk and executing systematic strategies.
AI-powered market intelligence
Quantitative strategy research
Automated backtesting and simulation
Portfolio optimization
Real-time risk intelligence
Systematic execution
Market connectivity infrastructure
APIs and institutional integrations
Evermount Platform
A conceptual architecture connecting AI, research, risk and execution into one institutional technology platform.
Evermount AI
Market Data
Data Platform
Quant Research + AI
Risk Engine
Execution Engine
Brokers / Exchanges / Venues
Financial Applications
Markets
Evermount is market-agnostic. We provide infrastructure for asset classes — we do not imply that Evermount operates or provides regulated access to every market.
Foreign Exchange
Market data, analytics, risk and execution infrastructure for FX.
Fixed Income
Infrastructure for rates, bonds and credit markets.
Commodities
Market data, analytics and execution infrastructure for commodity markets.
Derivatives
Infrastructure for futures, options and other derivatives.
Digital Assets
Technology infrastructure for digital asset markets where supported.
About Evermount
Infrastructure for Institutions, Developers and Researchers
Evermount is a financial technology company building infrastructure for market data, quantitative research, artificial intelligence, risk and execution.
The platform is market-agnostic: designed to support equities, FX, fixed income, commodities, derivatives and digital assets where those capabilities are available.
We serve banks, brokers, exchanges, asset managers, hedge funds, proprietary trading firms, market makers, fintechs, family offices and developers who need programmable market infrastructure.
Our Approach
Our Technology Philosophy
Financial markets are complex systems. We believe the next generation of financial infrastructure will be built by combining large-scale data, artificial intelligence, quantitative research and automated execution.
Evermount is building systems that continuously learn from financial data, generate hypotheses, evaluate risk and translate validated intelligence into controlled action.
Intelligence First. Understand the market before acting.
Research Driven. Every strategy begins with measurable evidence and rigorous validation.
Risk First. Every opportunity must be evaluated through a disciplined risk framework.
Systematic by Design. Reduce unnecessary human bias through rules, models and automation.
Infrastructure Over Products. Build technology that can power multiple financial applications.
The Evermount Technology Stack
An AI-forward stack designed to turn financial data into intelligence, validated research, risk decisions and controlled execution.
AI Financial Intelligence
AI systems analyze market information, news, macroeconomic conditions and alternative data to generate structured financial intelligence.
Quantitative Research Engine
Research infrastructure for factor discovery, hypothesis generation, backtesting, simulation and systematic strategy development.
Market Data Infrastructure
Unified financial data pipelines designed to support research, analytics and real-time decision systems.
Risk Intelligence Engine
Real-time monitoring of exposure, liquidity, volatility, correlation, drawdown and market regimes.
High-Performance Execution
Systematic execution infrastructure designed for reliability, speed and controlled deployment.
Security First
Institutional-Grade Infrastructure & Risk Controls
We're building our infrastructure to the highest standards of operational excellence, security, and risk management as we scale.
256-bit AES encryption for data at rest and in transit
Multi-factor authentication and role-based access controls
Independent risk oversight and compliance monitoring
Meet the Intelligence Layer
Evermount AI
An AI-native intelligence layer designed to help financial systems understand markets, research opportunities and make better risk-aware decisions.
Research Agent
Investigates market data, generates hypotheses and assists quantitative researchers.
Market Intelligence Agent
Continuously monitors markets, news, macroeconomic events and emerging signals.
Portfolio Intelligence Agent
Analyzes portfolio behavior, exposure, correlations and changing market regimes.
Risk Agent
Identifies potential risks, stress scenarios and abnormal market behavior.
One Platform. Multiple Financial Systems.
A technology stack for data, research, intelligence, risk, execution and connectivity — not a request to deposit capital.
Evermount Intelligence
Financial intelligence powered by AI and machine learning.
Evermount Quant
Quantitative research, strategy development and simulation.
Evermount Data
Financial market data infrastructure for modern markets.
Evermount Risk
Real-time risk intelligence and portfolio monitoring.
Evermount Execution
Systematic trading and execution infrastructure.
Evermount Connectivity
Infrastructure connecting institutions, brokers, venues and applications.
World-Class Research & Engineering Team
Experienced professionals combining expertise in quantitative finance, computer science, and engineering to drive innovation in systematic trading technology.
Daniel Mawioo
CEO, Co-Founder & Low-Latency Systems Engineer
Former quantitative researcher and portfolio manager with extensive experience in systematic trading strategies, factor investing, and risk management at leading hedge funds.
Evans Kipngetich
Chief Data Officer & Co-Founder
Expert in machine learning, alternative data, and large-scale data infrastructure. Previously led quantitative research teams developing predictive models for financial markets.
Tony K.
Head of Quantitative Research
PhD in Financial Engineering with deep expertise in stochastic modeling, statistical arbitrage, and portfolio optimization. Published researcher in quantitative finance.
Bonface Kuria
Head of Security & Infrastructure
Cybersecurity and network engineering specialist with deep expertise in network security, Linux systems, and DevOps. CCNP and CCSA certified.
John Esther
Senior AI Engineer
Senior AI engineer specializing in agentic AI systems, retrieval-augmented generation, and production-grade machine learning infrastructure.
Cross-Market Financial Infrastructure
A technology roadmap from AI-assisted research today toward systematic execution, market infrastructure, and global market connectivity.
NOW
AI + Quant Research
Market intelligence, quantitative research and financial technology infrastructure.
NEXT
Systematic Trading
Electronic trading systems and systematic execution infrastructure.
THEN
Market Infrastructure
Market-making technology, liquidity infrastructure and venue connectivity.
VISION
Cross-market infrastructure
Infrastructure designed to operate across markets and jurisdictions.
The Evermount Intelligence Stack
Four capabilities that turn financial data into intelligence, research, risk decisions and execution.
AI Financial Intelligence
Understanding markets
Understanding markets through data, machine learning and intelligent systems.
Quantitative Research
Discovering strategies
Discovering and validating systematic financial strategies.
Risk Intelligence
Measuring uncertainty
Continuously measuring exposure, uncertainty and market risk.
Intelligent Execution
Controlled action
Turning validated decisions into systematic, controlled execution.