Next-gen Battery Storage (BESS) Trading & Bidding Co-optimization

Cloud-based Battery Storage Trading Co-optimization Solutions

QuantRisk QR BOSS (Battery Optimization & Storage System) is an enterprise suite of high-precision BESS trading, co-optimization, and valuation solutions. Designed for power traders, asset managers, and energy developers, the platform spans the complete asset lifecycle from 5-minute real-time market dispatch to 20-year project valuation. The platform supports power markets across all US ISOs/RTOs (PJM, ERCOT, CAISO, MISO, SPP, NYISO, ISO-NE), European power exchanges (EPEX SPOT, Nord Pool, EEX), Asia-Pacific, and global balancing markets.

Energy-Energy-Portfolio-Optimization

BESS Asset Valuation

20-Year Horizon

Project Developers, IPPs, Infrastructure Funds & Banking Teams.

De-risk capital investments and produce bankable financial projections with multi-year BESS revenue co-optimization across energy and reserve markets.

Back-Office-Data-Management

Standalone Merchant BESS

Short-Term Trading

Power Traders, Desk Managers & Asset Optimizers.

Boost daily operational revenue via automated Day-Ahead and Real-Time trading co-optimization across energy and reserve ancillary markets.

Intraday-14-DA-Utility-Load

Hybrid Solar & BESS

Embedded Asset

Solar & Storage Asset Owners & Renewable Developers.

Simultaneous co-optimization of both assets eliminates solar clipping loss, enforces ITC tax compliance, and maximizes POI export capacity under grid constraints.

Long-term Battery Storage (BESS) Valuation Optimization Solution

Tailored for Project Developers, IPPs, Infrastructure Funds & Banking Team.
Horizon: 1-20 Years  |  Frequency: On-demand  |  Time scale: Hourly  |  Probabilistic: Yes  |  Delivery: Dashboard & API

QR BOSS (Battery Optimization & Storage System) Asset Valuation is an enterprise-grade financial simulation platform designed to evaluate multi-decade revenue stacks and bankability for battery energy storage systems (BESS). Operating across 10- to 20-year project horizons, the platform models sub-hourly asset dispatch under stochastic long-term price curves to capture complex multi-market interactions. By co-optimizing revenues across day-ahead energy arbitrage, intraday balancing, and frequency reserve markets while dynamically factoring in cell degradation curves and replacement schedules, QR BOSS provides project developers, IPPs, and infrastructure funds with lender-ready cash flow distributions (P10, P50, P90) and robust project IRR/NPV metrics.

1. Key Benefits
  • Bankable Financial Projections: Delivers rigorous (P10, P50, P90) probabilistic cash flow distributions and tail-risk metrics VaR and CVaR required by debt providers and investment committees.
  • Realistic Revenue Stacking: Simulates simultaneous revenue capture across Day-Ahead, Real-Time/Intraday energy markets and ancillary services (Reg Up/Down, Spinning Reserves, ECRS, aFRR Up/Down) rather than simple price-spread arbitrage.
  • Degradation-Aware Valuations: Seamlessly embeds battery chemistry degradation models, depth-of-discharge DOD constraints, and throughput capacity fade to accurately calculate battery replacement/augmentation timing and long-term OPEX.
  • Macro & Market Scenario Testing: Evaluates project sensitivity against varying long-term power price paths, renewable penetration levels, fuel prices, and evolving regulatory market rules.
  • De-Risked Capital Deployment: Enables developers and investors to optimize asset sizing (MW/MWh power-to-energy ratio), duration, and point-of-interconnection POI limits prior to committing capital.
2. Key Platform Deliverables
  • 20-Year Hourly & Sub-Hourly Dispatch Schedules: High-resolution simulated operational chronograms reflecting physical state-of-charge (SOC), charge/discharge rates, and daily cycle counts over the entire project lifecycle.
  • Probabilistic Revenue & Risk Distributions: Comprehensive financial analytics output including projected annual EBITDA, Net Present Value (NPV), Internal Rate of Return (IRR), VaR, aCVaR under stochastic price trajectories.
  • Multi-Market Stack Breakdown: Itemized long-term revenue attribution split by energy arbitrage (DAM vs. RTD) and individual ancillary service products.
  • Asset Health & Augmentation Schedule: Detailed battery capacity fade trajectory tracking state-of-health (SOH) loss and recommended calendar year/cycle thresholds for battery cell augmentation or full replacement.
  • Lender-Ready Financial Export & API Integration: Downloadable structured financial reporting tables (CSV/Excel formats) and REST API endpoints for seamless integration into custom enterprise financial modeling and valuation platforms.
3. Methodology & Modeling Framework

QuantRisk QR BOSS Asset Valuation combines advanced quantitative finance techniques with physical asset modeling to deliver rigorous, bankable simulations:

  • Stochastic Price Curve Generation: Utilizes Monte Carlo simulations and Filtered Historical Simulation (FHS) to generate thousands of joint probabilistic price trajectories for Day-Ahead energy, Real-Time LMP, and ancillary service clearing prices across multi-decade horizons.
  • Stochastic Multi-Market Co-Optimization: Employs mixed-integer linear programming (MILP) and evolutionary algorithms to solve joint profit-maximization objective functions across energy arbitrage and reserve markets simultaneously, replacing simplistic deterministic price-spread modeling.
  • Electro-Chemical Degradation Modeling: Integrates dynamic state-of-health (SOH) degradation algorithms that account for ambient temperature, calendar aging, C-rate, depth-of-discharge (DOD), and throughput cycling to penalize cell wear accurately within every dispatch interval.
  • Physical & Grid Constraint Integration: Programmatically enforces round-trip efficiency (RTE) losses, inverter limits, state-of-charge (SOC) limits, point-of-interconnection (POI) export caps, and market-specific bidding parameters (e.g., minimum response time and duration requirements for frequency reserves).
  • Probabilistic Risk Metric Calculation: Applies Value-at-Risk (VaR) and Conditional Value-at-Risk (CVaR) models across all simulated price paths to isolate low-probability, high-impact downside revenue scenarios for debt coverage ratio (DSCR) analysis.

Automated Real-Time BESS Co-Optimization Platform for Short-Term Merchant Power Markets

Tailored for Power Traders, Desk Managers & Asset Optimizers
Horizon: Today & DA  | Frequency: Every 5 minutes | Time scale: 5-min to Hourly | Probabilistic: Yes | Delivery: Dashboard & API 

QuantRisk QR BOSS Standalone Merchant BESS Trading is an automated, real-time algorithmic dispatch and bidding optimization platform built for short-term wholesale power trading across US ISO/RTOs and European electricity markets. Operating across intraday, 5-to-15-minute Real-Time (RTD/Continuous), and Day-Ahead (DAM/Auction) market horizons, the software maximizes operational P&L by executing stochastic multi-market co-optimization strategies. Powered by QR AMPS (AI Market prediction System)’s probabilistic AI price distributions, QR BOSS continuously evaluates charge and discharge decisions across energy arbitrage and ancillary reserve markets while dynamically accounting for real-time battery degradation costs and State-of-Charge (SOC) physical constraints. The platform provides merchant traders, asset optimizers, and desk managers with closed-loop SCADA integration and automated API bid submission to market operators worldwide.

1. Key Benefits
  • Maximized Operational Revenues: Boosts daily trading P&L by up to 40% through continuous, automated co-optimization across energy arbitrage and ancillary service/balancing markets rather than isolated product bidding.
  • Degradation-Aware Bidding: Embeds live electro-chemical cell cycling costs ($/MWh or €/MWh) directly into bid curves to ensure every automated charge/discharge signal balances immediate market profit against long-term battery wear.
  • Capture Volatility & Price Spikes: Leverages 100+ AI confidence intervals to anticipate extreme intraday price spikes, negative pricing events, and rapid reserve/balancing market clearing price movements.
  • Automated Closed-Loop Execution: Eliminates manual trade entry errors and latency with end-to-end telemetry management, automated setpoint generation, and direct API bid submission to US ISOs/RTOs and European power exchanges.
  • Risk-Adjusted Position Management: Allows trading desks to configure custom risk parameters (VaR and CVaR limits) to protect physical assets and financial portfolios from unexpected real-time dispatch penalties.
2. Key Platform Deliverables
  • Automated Day-Ahead & Intraday Bid Schedules: Optimized energy (MW) and ancillary service bid/offer curves formatted for direct submission to US ISOs/RTOs (PJM, ERCOT, CAISO, MISO, SPP, NYISO, ISO-NE) and European exchanges (EPEX SPOT, Nord Pool, EEX).
  • Live Operational Trading Dashboard: Intuitive web-based interface displaying real-time State-of-Charge (SOC), Depth-of-Discharge (DOD), active setpoints, clearing prices, and cumulative daily P&L.
  • Joint AI Probabilistic Price Forecast Feeds: Continuous, high-resolution (5-, 15-, and 60-minute) price forecasts with complete probability distributions for Day-Ahead and Real-Time/Intraday energy and reserve clearing prices.
  • Post-Trade Performance Analytics & Settlement Audit: Comprehensive reporting suite comparing actual versus optimal dispatch setpoints, clearing prices, revenue capture efficiency, and cycling wear.
  • Bi-Directional Telemetry & API Integration: Open RESTful API and SCADA integration connectors for seamless two-way data flow with third-party ETRM systems, asset telemetry, and transmission network/system operator dispatch engines.
3. Methodology & Modeling Framework

QuantRisk QR BOSS combines real-time machine learning price forecasting with advanced stochastic optimization:

  • Joint Probabilistic Price Forecasting: QR AMPS [https://quantrisk.com/analytics-electricity-price-forecast ] is seamlessly integrated to provide Auto-ML AI generated probabilistic forecasts, at 100 confidence levels, for joint probability distributions of energy and reserve prices across 5-, 15-, and 60-minute intervals in both US and European market structures.
  • Stochastic Multi-Market Co-Optimization: Employs evolutionary algorithms to solve joint profit-maximization objective functions across Day-Ahead energy, Real-Time LMP/Continuous Intraday, and ancillary reserve markets simultaneously.
  • Dynamic Cycle Cost Embedding: Incorporates non-linear degradation functions ($/MWh or €/MWh) into the operational objective function, penalizing cell wear dynamically based on current State-of-Charge (SOC), C-rate, and temperature parameters.
  • Physical & Multi-Regional Constraint Modeling: Programmatically enforces round-trip efficiency (RTE) losses, inverter capacities, ramp rate limits, minimum SOC buffers, and market-specific reserve response timelines (e.g., US RegUp/Down, RRS, ECRS vs. European aFRR/mFRR and FCR).
  • Closed-Loop Bidding Execution Engine: Automatically formats and transmits bid packages to market operator portals (PJM, ERCOT, CAISO, MISO, NYISO, Nord Pool, EEX, EPEX) and processes incoming dispatch instructions and SCADA signals in real time.

Real-Time Operational Optimization & Bidding Solution for Co-Located PV & Storage Assets

Tailored for Solar & Storage Asset Owners & Renewable Developers
Horizon: Today & DA  | Frequency: Every 5 minutes | Time scale: 5-min to Hourly | Probabilistic: Yes | Delivery: Dashboard & API 

QuantRisk QR BOSS Hybrid Solar & BESS is an integrated operational optimization and bidding solution built for co-located Photovoltaic (PV) and Battery Energy Storage Systems (BESS). Designed to resolve the physical, electrical, and regulatory complexities of hybrid renewable plants, the software co-optimizes solar generation profiles, battery charge/discharge setpoints, and market bids in real time across US ISO/RTOs and European electricity markets.

QR BOSS transforms intermittent solar generation into dispatchable, high-value power by dynamically managing inverter AC/DC ratios and co-optimizing battery charging to prevent inverter overloading, eliminating thermal clipping losses, and ensuring combined plant output never breaches Point of Interconnection (POI) limits, capturing clipped DC solar energy during peak irradiance, and enforcing Investment Tax Credit (ITC) or PPA charging constraints.

1. Key Benefits
  • Eliminate Solar Clipping Loss: Automatically routes excess DC solar generation into the battery when PV output exceeds the inverter or grid Point of Interconnection (POI) capacity, shifting that energy to high-LMP or peak evening hours.
  • Maximized Joint Plant Revenue: Simultaneously co-optimizes solar generation and battery dispatch across Day-Ahead, Intraday, and Real-Time energy markets alongside ancillary reserve products (RegUp/Down, RRS, ECRS, aFRR/mFRR).
  • Guaranteed Tax & PPA Compliance: Programmatically enforces solar-only charging rules and contract constraints to preserve compliance with Investment Tax Credit (ITC), Inflation Reduction Act (IRA) requirements, or specific Power Purchase Agreements (PPAs).
  • Protected Grid Export Caps: Jointly manages PV generation and battery discharge setpoints to guarantee total plant output never breaches local POI capacity or transmission network limits, preventing costly grid penalties.
  • Degradation-Aware Hybrid Dispatch: Embeds battery cycling cost functions ($/MWh or €/MWh) directly into the hybrid objective function, ensuring battery charging from solar or grid power balances immediate market spread against cell wear.
2. Key Platform Deliverables
  • Joint Hybrid Bidding & Dispatch Schedules: Automated, co-optimized energy and ancillary service bid packages formatted for direct API submission to US ISOs/RTOs (PJM, ERCOT, CAISO, MISO, SPP, NYISO, ISO-NE) and European power exchanges (EPEX SPOT, Nord Pool, EEX).
  • Real-Time POI & Clipping Management Dashboard: Web-based operational console providing live visual analytics for PV generation, battery State-of-Charge (SOC), captured clipping volume, POI margin, and active setpoint execution.
  • Solar-Integrated AI Price & Generation Forecasts: Continuous 5-minute to 60-minute joint probabilistic forecasts combining solar irradiance/generation profiles with Day-Ahead and Real-Time energy and reserve prices.
  • Compliance & Tax Audit Reporting: Historical dispatch tracking and verifiable reporting logs proving battery charge source attribution (PV vs. grid) for tax credit qualification and regulatory compliance audits.
  • AC/DC Topology Loss & Telemetry Integration: Open RESTful API and SCADA integration connectors tailored to AC-coupled or DC-coupled plant architectures for real-time setpoint execution and performance tracking.
3. Methodology & Modeling Framework

QuantRisk QR BOSS Hybrid Solar & BESS combines renewable forecasting with physical plant co-optimization:

  • Joint PV-Storage Stochastic Optimization: Solves a mixed-integer linear programming (MILP) objective function that simultaneously evaluates solar generation forecasts, battery State-of-Charge (SOC), and multi-market price distributions to calculate profit-maximizing setpoints.
  • POI & Inverter Constraint Modeling: Enforces hard electrical capacity limits across AC/DC conversion topologies, inverter thermal ratings, transformer losses, and transmission interconnection export caps within every 5- to 60-minute interval.
  • Clipping Recapturing Logic: Real-time algorithmic routing that dynamically throttles or redirects solar power exceeding the POI limit into the BESS before inverter curtailment occurs.
  • Contractual & Tax Rule Enforcement: Incorporates customizable constraint blocks into the optimization matrix to enforce strict rules (e.g.,100% solar charging during specific months or hours) required for tax credit monetization or PPA terms.
  • Multi-Regional Market Execution: Automatically formats joint hybrid bids for both US market structures (e.g., CAISO Co-Located/Hybrid model, ERCOT combo models) and European balancing/intraday continuous market rules.

Intelligence Under Extensive Battery Storage Optimization Performance Metrics

QR BOSS Evaluates a Comprehensive Set of BESS Trading Outputs, Key Performance Indicators, and Sensitivity Metrics

QuantRisk QR BOSS goes beyond simple dispatch schedules by exposing the underlying mathematical drivers, dual values, and operational margins of every optimization run. The platform generates an extensive suite of decision-support analytics and risk-adjusted performance indicators across both interactive web visualizers and automated API reporting channels:

  • Detailed Trading Position & Battery Health Reporting: For every trading interval, the engine delivers optimal charge/discharge MW setpoints across Day-Ahead and Real-Time energy and reserve markets. Key physical metrics, including State-of-Charge (SOC), Depth-of-Discharge (DOD), cell temperature projections, and the joint price forecasts used in the optimization matrix are presented in interactive tables and time-series plots.
  • Detailed Trading P&L Analytics: Financial breakdowns per settlement period detailing optimal charging costs, discharge market revenues, and net trading P&L across energy and ancillary products. All financial outputs are paired with empirical probabilistic risk distributions: Expected Profit, VaR(95), CVaR(95).
  • Shadow Pricing & Constraint Dual Values: Quantifies the shadow price (marginal value) of key battery physical bounds and market resources. It reveals the exact monetary upside achievable if additional MWh storage capacity, inverter MW throughput, POI interconnection limit, or daily cycle allowance were available.
  • Dynamic Flexibility Profiles: Displays the battery’s live upward and downward dispatch flexibilities at each time step based on real-time State-of-Charge (SOC), continuous vs. peak inverter limits, ramp rate constraints, and active market delivery commitments.
  • Opportunity Cost Analytics: Explicitly quantifies the potential revenue forfeited when reserving battery capacity for one market product (e.g., frequency regulation or spinning reserves) versus alternative dispatch pathways (e.g., real-time energy arbitrage), enabling traders to audit bid selection efficiency.
  • Comprehensive Sensitivity Analysis: Evaluates how variations in underlying parameters, such as shifted power price curves, adjusted battery chemistry degradation costs ($/MWh or €/MWh), or updated grid export limits, impact the optimal dispatch schedule and overall portfolio profitability.

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Universal, Market-Agnostic BESS Optimization Solutions

QR BOSS Advanced Optimization Methodologies Maximize the Trading Profitability of Battery Storage and Distributed Energy Resources (DER) While Managing Risk and Uncertainty

Engineered to operate seamlessly across global power markets, QuantRisk QR BOSS (Battery Optimization & Storage System) adapts dynamically to regional market rules, settlement intervals, and co-optimized energy and ancillary reserve products. Built for energy traders, portfolio managers, and asset optimization teams, it provides the precise price signals and dispatch schedules needed to maximize margins for Battery Energy Storage Systems (BESS) and DERs.

The QR BOSS advanced analytics platform is delivered through intuitive, live interactive web dashboards. To demonstrate our multi-market adaptability, we showcase a live dashboard configuration for a utility-scale BESS asset operating in the PJM Interconnection. Each dashboard can be rapidly tailored around your specific asset technical constraints, market operator rules, and regional product stacks.

Each BESS trading dashboard provides:

  • Detailed Trading Position & Battery Health Reporting: For every trading period, optimal charge/discharge MW positions across energy and reserve markets, State-of-Charge (SOC), Depth-of-Discharge (DOD), and forecasted clearing prices used in the optimization matrix are presented in clear interactive tables and time-series plots.
  • Detailed Trading P&L Analytics: Complete financial breakdowns per trading interval, including optimal charge/discharge costs, market revenues, and net P&L across energy and ancillary products, paired with probabilistic risk distributions (Expected, VaR, and CVaR).
  • Advanced Risk Management & Stochastic Optimization:
    • Deterministic Co-Optimization: Evaluates up to 100 optimal charging, discharging, and reserve bidding strategies across markets to construct a probability distribution of expected P&L. From this distribution, key risk metrics are extracted: Expected Profit, Value-at-Risk (VaR), and Conditional Value-at-Risk (CVaR / worst-case expected loss), displayed in interactive histograms and time-series charts.
    • Stochastic Optimization Framework: Applies evolutionary algorithms across thousands of probabilistic price scenarios to identify the single optimal charge/discharge strategy that maximizes expected profitability while minimizing portfolio CVaR risk exposure.
  • Integrated Generation Data & Post-Trade Auditing:
    • Co-located solar and wind generation forecasts rendered in customizable plots and structured tabular formats.
    • Automated compliance, charging attribution, and regulatory audit reports.
    • Post-Trade Performance Audit: A comprehensive reporting suite comparing actual versus optimal dispatch setpoints, market clearing prices, revenue capture efficiency, and battery cycling wear.

Advance BESS Trading Co-optimization Methodologies

QuantRisk QR BOSS provides a leading-edge quantitative framework for optimization modeling and automated, end-to-end processing pipelines. The platform features modular, pre-defined building blocks for dynamic cash flow modeling across diverse BESS and hybrid solar assets, flexible operational constraint definitions, and seamless integration of probabilistic price forecasting scenarios, all saved and structured for rapid reuse.

  • Ready-to-Use Trading Optimization Platform: QuantRisk QR BOSS provides robust, pre-built no-code libraries that allow trading desks and asset managers to custom-configure optimization models and physical operational constraints for any BESS asset within days rather than weeks.
  • Multi-Market Co-Optimization: Co-optimization determines the optimal battery storage trading strategy (both quantity and timing) to maximize net profit across competing market products. The solution computes optimal bids for standalone or hybrid BESS assets—maximizing total P&L across 5- to 60-minute intervals in Day-Ahead, Intraday, and Real-Time continuous energy and reserve/ancillary markets. The algorithm programmatically respects all physical asset constraints, including State of Charge (SOC), Depth of Discharge (DOD), and permitted daily charge/discharge cycles.
  • Stochastic Optimization Engine: Stochastic optimization utilizes thousands of joint probabilistic price forecasts generated by QR AMPS for Day-Ahead and Real-Time energy and reserve prices. By processing these probabilistic bands, the model creates a full distribution of expected BESS trading P&L to calculate the single optimal charge/discharge schedule that maximizes expected profit while minimizing tail risk (VaR and CVaR). Because stochastic co-optimization cannot be formulated as a closed-form analytical problem, QR BOSS utilizes an advanced, proprietary evolutionary optimization algorithm to solve the objective function.
  • Integrated Stochastic Co-Optimization: By combining multi-market revenue stacking with stochastic scenario analysis, our unified algorithm evaluates charge and discharge paths across Day-Ahead and Real-Time energy, balancing, and reserve markets. The resulting bidding strategy maximizes overall expected trading profit while explicitly bounding portfolio risk exposure VaR and CVaR.
  • Empirical Risk Metric Valuation: We derive risk KPI metrics directly from empirical trading optimization distributions without relying on parametric or closed-form assumptions. For example, across 1,000 P&L valuation samples at a 95% confidence level:
    • Value at Risk (VaR): Represented by the 50th worst-performing P&L scenario.
    • Conditional Value at Risk (CVaR): Calculated as the mathematical average of the 50 worst-performing P&L scenarios (representing expected tail loss).
  • AI Probabilistic Price Forecasts (QR AMPS): QR AMPS is an industry-leading AI platform for electricity price forecasting. It generates high-precision, 24/7 probabilistic price forecasts for Day-Ahead and Real-Time energy and reserve clearing prices across all US ISOs/RTOs, European power exchanges, and global energy markets.
    • High-Resolution Updates: Executes 5- to 60-minute price forecasts 24/7, delivered through live interactive dashboards and integrated seamlessly via REST API into QR BOSS for automated BESS trading optimization.
    • Joint Probability Distributions: The seamless integration of these AI-generated joint probability distributions across energy and reserve products serves as the core input to our stochastic co-optimization engine, delivering significant profit gains while reducing market risk.
  • Enterprise Infrastructure & Flexible Deployment: Engineered as a production-ready, cloud-native architecture for custom model tuning, QR BOSS is delivered via two flexible deployment models:
    • Optimization Service: Asset parameters and market rules are configured in the QuantRisk cloud. Optimal dispatch setpoints and bids are delivered continuously via streaming REST APIs and web dashboard access with zero setup friction.
    • Software-as-a-Service (SaaS): Dedicated private-cloud deployment providing complete enterprise control over data pipelines, backtesting, custom model execution, and automated bid submission.
  • Seamless API & Dashboard Integration: Serves optimal BESS schedules, bidding curves, and high-precision price forecasts directly into downstream ETRM, scheduling, and market execution systems via REST APIs (supporting JSON and CSV formats) and interactive web dashboards.

See QuantRisk Cutting-edge BESS Optimization Platform in Action

QR BOSS unique no-code optimization platform enables on-screen configuration of custom BESS trading models and reports within days rather than months

QR BOSS Trading Co-optimization Dashboard

QR BESS Bidding & Trading Stochastic Co-optimization Dashboard

QR AMPS AI Price Forecasting Dashboard

QR AI Price Forecasting Dashboard

FAQ

Do we need dedicated optimization experts to operate the platform?
Not at all. Our specialized quantitative trading team (Math PhDs) manages the complete configuration of your optimization pipeline, including BESS asset modeling, market rules, and physical operational constraints, to deliver a turnkey, production-ready BESS trading solution. While the system is designed for operational simplicity, our open architecture empowers your team to inspect, audit, or refine the underlying models at any time.

We follow an Agile implementation methodology. Because QR BOSS is a cloud-native engine with pre-built BESS optimization components and dashboard frameworks, you receive a dedicated cloud instance immediately. Our team configures the trading models to your specific asset parameters and target power markets with minimal IT overhead. The system is modular, allowing you to utilize core optimization features immediately while custom reporting modules are finalized. Implementation is managed entirely in-house by QuantRisk experts without third-party integration consultants.

We deploy QR BOSS directly into a dedicated private cloud environment of your choosing (AWS, Azure, or Google Cloud). You retain full control and ownership of the underlying infrastructure and cloud costs. The platform includes a built-in enterprise DataHub that securely centralizes raw telemetry, meter data, and optimization outputs. Because instances can be provisioned in any geographic cloud region, compliance with local data sovereignty, privacy, and regulatory rules is seamless.
We offer a straightforward, predictable annual subscription license. Your license covers unlimited total and concurrent users across all operational environments (staging, production, and disaster recovery). We never charge per-user seat fees or penalize team expansion.
Our engineering team handles all subsequent model additions, feature tweaks, and custom report builds. These ongoing configuration requests are fully covered under your annual subscription at no extra charge. We operate as a long-term technology partner, not just a software vendor.
Yes. We offer a fully guided, multi-week trial so your team can evaluate the platform’s accuracy, performance, and user interface. We typically configure key optimization functions using your representative historical asset and market data to provide a complete, risk-free view of our engine in action.
Your instance is backed by a continuous operational warranty. If any issues arise with data feeds, model executions, or visualizers, our technical team resolves them immediately. Additionally, our domain experts are available around the clock to provide technical guidance, best-practice advice, and operational recommendations at no extra cost.
Routine maintenance, security patches, and bug fixes are proactively managed and deployed by our team free of charge. Patch deployments typically require less than 15 minutes of planned downtime, which is always coordinated in advance with your operational leads.
Active subscription holders receive continuous platform enhancements. We regularly update our underlying optimization libraries and deploy a comprehensive platform upgrade annually at no added cost. All upgrade schedules are fully coordinated with your team to guarantee zero operational disruption.
Yes. We provide a formal, binding SLA protocol with severity-based response times. Our platform maintains $99.7\%+$ operational uptime. Total aggregated planned maintenance across the entire year requires approximately 24 hours, ensuring your trading operations remain online and dependable 24/7.
QuantRisk QR BOSS ingests standard BESS and PV asset SCADA feeds, telemetry, smart meter data, regional weather forecasts/irradiance observations, and ISO/RTO public market data (bids, clearing prices, and reserve requirements). Data can be processed in standard CSV or JSON formats. Connectivity to third-party APIs or telemetry endpoints can be established within an hour.
The platform includes built-in accuracy visualizers and automated backtesting frameworks that continuously track actual versus optimal dispatch strategies and their resulting P&L performance across all trading horizons. The delta directly quantifies the financial revenue uplift generated via optimization.
Yes. QuantRisk QR BOSS supports power market structures across all US ISOs/RTOs (PJM, ERCOT, CAISO, MISO, SPP, NYISO, ISO-NE), European power exchanges (EPEX SPOT, Nord Pool, EEX), Asia-Pacific, and global balancing markets. The trading engine handles 5-, 15-, and 60-minute settlement intervals for both Day-Ahead (DAM) and Real-Time (RTD/Continuous) workflows.
We derive risk KPI metrics directly from empirical trading optimization distributions without relying on parametric or closed-form assumptions. For example, across 1,000 P&L valuation samples at a $95\%$ confidence level:
  • Value at Risk (VaR): Represented by the 50th worst-performing P&L scenario (the $95\%$ confidence cutoff threshold).
  • Conditional Value at Risk (CVaR): Calculated as the mathematical average of the 50 worst-performing P&L scenarios (representing expected tail loss or worst-case outcome).

Predictable, Flat-Rate, Low-Cost BESS Trading Optimization Solutions. No Gainshare, No Per-Seat Fees

QuantRisk Offers a Single All-Inclusive Monthly Subscription for Unlimited Users, Continuous Maintenance, and Enterprise Support

QuantRisk QR BOSS offers a transparent, budget-predictable alternative to traditional BESS revenue-share (gainshare) models and expensive per-seat software licenses. Our flat subscription rate covers the complete optimization engine, live API integrations, ongoing model maintenance and upgrades, and technical support. With unlimited total and concurrent users, your trading, risk, and asset management teams can scale operations without incurring added license fees or software overhead.

Package Deliverable Monthy Price
MW Asset < 10
Monthy Price
10 < MW Asset < 30
Monthy Price
30 < MW Asset < 80
Monthy Price
MW Asset > 80
BASIC
QR AI Forecaster
  • AI price forecasts API
  • DA market (DAM) energy
  • DA market (DAM) reserves
  • RTD intraday, 5-60 min energy
  • RTD intraday, 5-60 min reserves
  • Forecasts export via API
  • Forecasts dashboard, visualization, manual csv export
€/$ 600 €/$ 1,200 €/$ 1,800 Contact us
STANDARD
QR Optimizer
  • BASIC
  • Stochastic Multimarket Co-optimization Energy & Reserves
  • Bid export via API to external & third-party trading systems
€/$ 1,200 €/$ 2,500 €/$ 5,000 Contact us
PERMIUM
QR Full Trader
  • BASIC
  • STANDARD
  • Trading web interface & dashboard
  • Automated bid submission to ISOs / RTOs and power markets and exchanges
  • Integration, management and monitoring of dispatch, SCADA and telemetry data.
€/$ 2,500 €/$ 4,500 €/$ 7,500 Contact us
Energy DAM Energy Intraday RTD Reserves DAM & Intraday RTD
US ISOs & RTOs Hourly LMP DAM 5 and 15-min RTD LMP REG-UP/DOWN
NSPIN
RRS & ECRS
European Markets 15-min Regional DAM 15-min Continuous, Auction aFRR Up/Down
mFRR Up/Down
Balancing

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