


SOLVE THE BIGGEST ENGINEERING CHALLENGES
Understand. Optimize. Trust your AI.
Understand. Optimize. Trust your AI.
Understand. Optimize. Trust your AI.
«The bottleneck in AI is no longer computing power, but trust.» - McKinsey, 2025
WE DELIVER EXPLAINABILITY & TRUST
We analyse and understand your simulations, use UQ to optimize your project, and build trust in your AI.”
We analyse and understand your simulations, use UQ to optimize your project, and build trust in your AI.”

Co-founder & AI Strategy Lead
BENEFITS
Why Choose Us?
Why Choose Us?
Everything you need to understand, optimize, and trust
Uncertainty Quantification
Auditable decisions & measures of confidence across all uses of AI
Uncertainty Quantification
Auditable decisions & measures of confidence across all uses of AI
Uncertainty Quantification
Auditable decisions & measures of confidence across all uses of AI
Insights Dashboards
For human-in-the-loop governance, measurability & traceability
Insights Dashboards
For human-in-the-loop governance, measurability & traceability
Insights Dashboards
For human-in-the-loop governance, measurability & traceability

Traceability & Verification
Causal explainability & failure analysis for transparency & compliance

Traceability & Verification
Causal explainability & failure analysis for transparency & compliance

Traceability & Verification
Causal explainability & failure analysis for transparency & compliance
SOLUTIONS
Your Trust Platform, for Engineering, Finance & Enterprise AI
Your Trust Platform, for Engineering, Finance & Enterprise AI
Everything you need to accelerate safe & responsible use of intelligence in regulated and mission-critical environnements.
cloud / SaaS
bayesian calibration
surrogate model
quantification
Build Trusted AI workflows
We help you streamline internal operations by automating manual workflows
cloud / SaaS
bayesian calibration
surrogate model
quantification
Build Trusted AI workflows
We help you streamline internal operations by automating manual workflows
cloud / SaaS
bayesian calibration
surrogate model
quantification
Build Trusted AI workflows
We help you streamline internal operations by automating manual workflows
Automated Workflows
Boost efficiency across teams with smart automation Build intelligent workflows that automate multi-step processes across tools and platforms
Automated Workflows
Boost efficiency across teams with smart automation Build intelligent workflows that automate multi-step processes across tools and platforms
Automated Workflows
Boost efficiency across teams with smart automation Build intelligent workflows that automate multi-step processes across tools and platforms
Research anything...
Research
Engineering Simulation in Defense
Autonomous Drone Swarm AI-control
Windturbine predictive maintenance
Real-Time Intelligence
Make smarter decisions with trustable data insights and certifiable results
Research anything...
Research
Engineering Simulation in Defense
Autonomous Drone Swarm AI-control
Windturbine predictive maintenance
Real-Time Intelligence
Make smarter decisions with trustable data insights and certifiable results
Research anything...
Research
Engineering Simulation in Defense
Autonomous Drone Swarm AI-control
Windturbine predictive maintenance
Real-Time Intelligence
Make smarter decisions with trustable data insights and certifiable results
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Custom UQ for AI Agents
We develop custom UQ for AI agents and apps that integrate seamlessly with your workflow
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Custom UQ for AI Agents
We develop custom UQ for AI agents and apps that integrate seamlessly with your workflow
Code
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Custom UQ for AI Agents
We develop custom UQ for AI agents and apps that integrate seamlessly with your workflow
UQ for AI Strategy Consulting
Get our guidance to implement UQ for AI solutions that deliver trust and explainability
UQ for AI Strategy Consulting
Get our guidance to implement UQ for AI solutions that deliver trust and explainability
UQ for AI Strategy Consulting
Get our guidance to implement UQ for AI solutions that deliver trust and explainability
TECHNOLOGY
Our Solution Apps Framework
Our Solution Apps Framework
Everything you need to understand, optimize, and entrust, all in one place.


Simulation Sensitivity Analysis
Identify most influential design parameters: Immediate clarity on what matters, eliminates blind trial-and-error.


Vision Uncertainty Quantifier
Quantifies how certain or uncertain a vision model is for each prediction (classification, detection, segmentation).


Financial Risk Analyzer
Provides systematic, automated model validation with uncertainty quantification, streamlining the model risk management process required by SR 11-7 and similar regulations.


Surrogate Model Builder
Build fast digital twins of complex engineering assets, with true-to-physics accuracy.


Confidence & Uncertainty Visualizer
A visual analytics app that reveals AI model confidence and uncertainty for more trustworthy decisions.


Design of Experiment
Plan simulation or lab campaigns efficiently: maximize learning per experiment, save time & cost.


Simulation Sensitivity Analysis
Identify most influential design parameters: Immediate clarity on what matters, eliminates blind trial-and-error.


Vision Uncertainty Quantifier
Quantifies how certain or uncertain a vision model is for each prediction (classification, detection, segmentation).


Financial Risk Analyzer
Provides systematic, automated model validation with uncertainty quantification, streamlining the model risk management process required by SR 11-7 and similar regulations.


Surrogate Model Builder
Build fast digital twins of complex engineering assets, with true-to-physics accuracy.


Simulation Sensitivity Analysis
Identify most influential design parameters: Immediate clarity on what matters, eliminates blind trial-and-error.


Vision Uncertainty Quantifier
Quantifies how certain or uncertain a vision model is for each prediction (classification, detection, segmentation).


Financial Risk Analyzer
Provides systematic, automated model validation with uncertainty quantification, streamlining the model risk management process required by SR 11-7 and similar regulations.
USE CASES
Success Stories to Inspire
Success Stories to Inspire
Discover how QUINSIM buils trust in many domains
Quantitative Finance in volatility-driven markets
ntegrating QUINSIM into our risk analysis framework reduced our model uncertainty by 40%, giving us a measurable edge in volatility-driven markets.
%
uncertainty reduction
%
increase in confidence

Materials Compliance in A&D
With QUINSIM’s Bayesian calibration and surrogate modeling, our materials team reduced physical prototyping by 30%, while maintaining full compliance with ESA standards.
%
less physical prototyping
%
compliance to ESA standards

Autonomous Industrial Robots
Using QUINSIM, we identified uncertainty-driven failure modes in our AI navigation models that no black-box validation could detect.
%
reduction in field-test costs
%
faster regulatory approval

"V&V activities are necessary to ensure digital twins meet intended purpose, with UQ producing performance measures for credibility assessment."
Quantitative Finance in volatility-driven markets
ntegrating QUINSIM into our risk analysis framework reduced our model uncertainty by 40%, giving us a measurable edge in volatility-driven markets.
%
uncertainty reduction
%
increase in confidence

Materials Compliance in A&D
With QUINSIM’s Bayesian calibration and surrogate modeling, our materials team reduced physical prototyping by 30%, while maintaining full compliance with ESA standards.
%
less physical prototyping
%
compliance to ESA standards

Autonomous Industrial Robots
Using QUINSIM, we identified uncertainty-driven failure modes in our AI navigation models that no black-box validation could detect.
%
reduction in field-test costs
%
faster regulatory approval

"V&V activities are necessary to ensure digital twins meet intended purpose, with UQ producing performance measures for credibility assessment."
Quantitative Finance in volatility-driven markets
ntegrating QUINSIM into our risk analysis framework reduced our model uncertainty by 40%, giving us a measurable edge in volatility-driven markets.
%
uncertainty reduction
%
increase in confidence

Materials Compliance in A&D
With QUINSIM’s Bayesian calibration and surrogate modeling, our materials team reduced physical prototyping by 30%, while maintaining full compliance with ESA standards.
%
less physical prototyping
%
compliance to ESA standards

Autonomous Industrial Robots
Using QUINSIM, we identified uncertainty-driven failure modes in our AI navigation models that no black-box validation could detect.
%
reduction in field-test costs
%
faster regulatory approval

FAQ'S
Frequently Asked Questions
Find quick answers to the most common support questions
Still Have Questions?
Still have questions? Feel free to get in touch with us today!
How is QUINSIM different from traditional AI tools?
Unlike black-box AI, QUINSIM quantifies uncertainty, explains model decisions, and integrates physics-based reasoning for verifiable results.
Can QUINSIM connect with my simulation tools?
Yes — QUINSIM supports integration with C++, Python, ROOT, and other common simulation environments.
Who uses QUINSIM?
Engineers, data scientists, and decision-makers in industries like aerospace, energy, finance, and automotive safety use QUINSIM to validate and optimize AI-driven systems.
Why does explainability matter?
Explainability ensures that AI decisions can be trusted, certified, and defended — a crucial factor for safety, compliance, and business confidence.
How does QUINSIM help with compliance and building trust?
QUINSIM automatically documents decision logic, quantifies uncertainty, and provides full model traceability—ensuring compliance with industry and AI governance standards while establishing verifiable trust in every prediction.
FAQ'S
Frequently Asked Questions
Find quick answers to the most common support questions
Still Have Questions?
Still have questions? Feel free to get in touch with us today!
How is QUINSIM different from traditional AI tools?
Unlike black-box AI, QUINSIM quantifies uncertainty, explains model decisions, and integrates physics-based reasoning for verifiable results.
Can QUINSIM connect with my simulation tools?
Yes — QUINSIM supports integration with C++, Python, ROOT, and other common simulation environments.
Who uses QUINSIM?
Engineers, data scientists, and decision-makers in industries like aerospace, energy, finance, and automotive safety use QUINSIM to validate and optimize AI-driven systems.
Why does explainability matter?
Explainability ensures that AI decisions can be trusted, certified, and defended — a crucial factor for safety, compliance, and business confidence.
How does QUINSIM help with compliance and building trust?
QUINSIM automatically documents decision logic, quantifies uncertainty, and provides full model traceability—ensuring compliance with industry and AI governance standards while establishing verifiable trust in every prediction.
FAQ'S
Frequently Asked Questions
Find quick answers to the most common support questions
Still Have Questions?
Still have questions? Feel free to get in touch with us today!
How is QUINSIM different from traditional AI tools?
Can QUINSIM connect with my simulation tools?
Who uses QUINSIM?
Why does explainability matter?
How does QUINSIM help with compliance and building trust?
COMPARISON
Why Choose Us Over Others
Why Choose Us Over Others
See how we compare against others in performance, growth
See how we compare against others in performance, growth
Every AI decision transparent and traceable.
Quantifies confidence and risk for every model output.
Fuses simulation physics with data-driven intelligence.
Automatically generates documentation aligned with safety and AI governance standards.
Seamlessly serves engineering, finance, and explainable AI applications.
Others
Deliver black-box predictions with little to no interpretability.
Provide static results without uncertainty awareness.
Rely solely on statistical models that ignore real-world physics.
Require manual compliance validation and lack auditability or certification.
Are siloed, offering domain-specific tools that can’t scale or cross industries.
Reach out anytime
Ready to Build Trust in AI? Let’s Build it Together
Schedule a Call and Begin Building Trust in your AI
contact@quinsim.com
Reach out anytime
Ready to Build Trust in AI? Let’s Build it Together
Schedule a Call and Begin Building Trust in your AI
contact@quinsim.com
Reach out anytime
Ready to Build Trust in AI? Let’s Build it Together
Schedule a Call and Begin Building Trust in your AI
contact@quinsim.com
