LatticeFlow | AI House Roundtable on AI safety standards - Watch replay

Manage your AI model risk with a comprehensive technical assessment

LatticeFlow’s AI assessment solution provides deep insights to help you achieve compliance, reliability, and robustness of your AI models across the entire AI lifecycle.

Proud to work with leading organizations

Emerging AI technologies challenge the ability to manage risks

As companies accelerate AI adoption to drive business growth and innovation, it is essential to recognize the associated risks, particularly when deploying mission-critical AI applications in production. Without sufficient safety measures and assessments, businesses are likely to encounter costly iterations which might even require retreating from production.

Economic Loss

Unpredictable AI behavior can lead to poor decisions and affect the company’s bottom line, and even incur financial losses, as errors, inefficiencies, or security breaches impact operations, customer satisfaction, and revenue.

Regulatory Compliance Risks

If AI applications breach security, privacy laws, or cause harm; they can trigger legal and regulatory consequences as outlined in AI safety policies such as the EU AI Act, NIST standards, and more.

Reputational Damage

Reputational harm stemming from inaccurate and unreliable AI can significantly tarnish your company’s image, eroding customer trust and credibility.

Systematic approach to evaluating your AI systems

The key to managing risk is assessing, understanding, remediating and monitoring model behavior across the AI lifecycle. Instead of providing ad-hoc “points-in-time” assessments, we apply  a systematic  approach to assessing your model performance and data quality across the entire AI lifecycle while facilitating CI/CD pipeline.

By systematically identifying model and data issues using intelligent workflows, we help companies improve their model performance and data quality to extend beyond aggregate performance metrics such as the traditional “confusion matrix”.

Optimize transparency and accountability through proactive risk management

Our team of world-class AI experts and researchers proactively identify potential risks and biases across your AI lifecycle so that your data and machine learning leaders can make informed business decisions, and maximize AI reliability with a repeatable, proven methodology and tools for ongoing model evaluations.

Enterprise AI Stakeholders

Understand, quantify and mitigate risk of deployed AI applications across your businesses.

Uncover Hidden Blind Spots

Assess whether and under which circumstances your or a 3rd party AI model is making systematic mistakes. Use this knowledge to adopt suitable risk mitigation strategies.

Technical Model Assessment

Assess the model properties rather than just following process guidelines. Find model inconsistencies, unexpected failures, reproducibility issues, hidden biases, representativeness issues and more.

Quantify Data and Model Risks

Your AI model is as good as its data but how does your data and model issues translate to system level risk? Perform low level system and code assessment to uncover issues and quantify their impact.

Increase Operational Efficiency

A comprehensive AI model validation can be slow and expensive, yet we need the same level of trust with each model version. Adopt a systematic approach to formalize and identify model and data checks with each iteration.

AI Model Providers

Build trust and accelerate time to market with high quality production models.

Objective Assessment

As an independent third party, we provide fresh, and unbiased evaluations of your AI system performance, complementing internal development teams and improving the objectivity and integrity of the assessment.

Robust Insights

It is already difficult enough to develop complex AI models. Give your data science and analytics teams the insights they need to build safer, more reliable AI models.

Automate and Accelerate

Be in full control by choosing the suitable data and model quality controls relevant to your use case and integrating them in an automated way as part of your development process.

Build Trust with Customers

Demonstrate technical excellence and a systematic approach of deploying and managing the risk of AI models. Deliver artifacts to enterprise customers that satisfy internal audit requirements.

AI Assessment Partners

Augment your existing AI assessment practice using proven methodologies and robust assessment tools.

Accelerate Time To Market

Find, close and deliver AI assessment service engagements at an accelerated pace. Maximize business opportunities by using LatticeFlow’s technical AI assessment tools alongside yours.

Be Cost Effective

Streamline your client engagement model and offer more competitive bids. Redirect client budgets towards higher value services.

Industry Leading Technology

Leverage LatticeFlow’s award winning robust technology & development in the area of AI safety and risk management.

Growing Ecosystem

Learn from a community of like-minded professionals to share best practices, identify and fill gaps in AI risk management standards.

Enterprise AI Stakeholders

Understand, quantify and mitigate risk of deployed AI applications across your businesses.

Uncover Hidden Blind Spots

Assess whether and under which circumstances your or a 3rd party AI model is making systematic mistakes. Use this knowledge to adopt suitable risk mitigation strategies.

Technical Model Assessment

Assess the model properties rather than just following process guidelines. Find model inconsistencies, unexpected failures, reproducibility issues, hidden biases, representativeness issues and more.

Quantify Data and Model Risks

Your AI model is as good as its data but how does your data and model issues translate to system level risk? Perform low level system and code assessment to uncover issues and quantify their impact.

Increase Operational Efficiency

A comprehensive AI model validation can be slow and expensive, yet we need the same level of trust with each model version. Adopt a systematic approach to formalize and identify model and data checks with each iteration.

AI Model Providers

Build trust and accelerate time to market with high quality production models.

Objective Assessment

As an independent third party, we provide fresh, and unbiased evaluations of your AI system performance, complementing internal development teams and improving the objectivity and integrity of the assessment.

Robust Insights

It is already difficult enough to develop complex AI models. Give your data science and analytics teams the insights they need to build safer, more reliable AI models.

Automate and Accelerate

Be in full control by choosing the suitable data and model quality controls relevant to your use case and integrating them in an automated way as part of your development process.

Build Trust with Customers

Demonstrate technical excellence and a systematic approach of deploying and managing the risk of AI models. Deliver artifacts to enterprise customers that satisfy internal audit requirements.

AI Assessment Partners

Augment your existing AI assessment practice using proven methodologies and robust assessment tools.

Accelerate Time To Market

Find, close and deliver AI assessment service engagements at an accelerated pace. Maximize business opportunities by using LatticeFlow’s technical AI assessment tools alongside yours.

Be Cost Effective

Streamline your client engagement model and offer more competitive bids. Redirect client budgets towards higher value services.

Industry Leading Technology

Leverage LatticeFlow’s award winning robust technology & development in the area of AI safety and risk management.

Growing Ecosystem

Learn from a community of like-minded professionals to share best practices, identify and fill gaps in AI risk management standards.

Viewpoints White Paper Available

The Next AI Frontier:
AI Safety Audits and Standards

Awards and Recognitions

WINNER OF THE U.S. PETs
PRIZE CHALLENGE ‘23
RED TEAM CATEGORY

VNN-COMP‘20 WINNER
#1 ROBUST AI

ETHICAL AI STARTUP
LANDSCAPES

Innovate responsibly without compromising safety!

Our team of world-class AI experts and scientists proactively identify potential risks or biases across your AI lifecycle so that your data and machine learning leaders can make informed business decisions that impact your bottom line.

What our customers say

Christian Rigassi

Independent Consultant

Frequently
Asked Questions

  • We pair you up with a qualified assessor.
  • After scoping out the business requirements, the assessor will work with your assigned team member to start using LatticeFlow to diagnose your data and AI models. 
  • Upon completion of our review, we will share actionable recommendations and repeat the assessment as necessary to achieve an acceptable outcome.
  • We facilitate a comprehensive workshop to understand your business goals, customer use cases, and deployment scenarios.
  • Subsequently, we craft a customized technical assessment plan and provide your team with ongoing support to help evaluate model performance against different scenarios.
  • Our final assessment enables you to identify, prioritize, remediate problems with the training data and model, including artifacts to share with your prospects and customers.
  • We offer professional services and assessment technology for you and your clients to safely deploy, maintain AI models in production.
  • Our partnership focuses on specific industries and use cases where deep-learning aids mission-critical decision making.
  • Revenue sharing is based on an equitable value-delivery model.
  • We collaborate in a community of practice to continuously improve our shared methodology and drive the evolution of LatticeFlow’s assessment tools.

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