AI in Innovation
AI technologies has become a main asset for innovative companies, especially when considering investments. Multiplication of actors raises questions on their differentiation and competitiveness.
Technical Due Diligence
Our AI Due Diligence services provides a comprehensive evaluation of a company’s technological foundation, enhancing traditional due diligence efforts.
AI Expertise
We ensure your investment is not only based on potential but grounded in a robust technological infrastructure.
We provide precise technology recommendations.
Insights
Our AI Due Diligence services empower you with actionable insights, ensuring investments and technological choices are aligned with current industry standards and future advancements.
Key Focus Areas in Our AI Due Diligence
Product Viability
Is the product market-ready or just a demo?
Can it be sold as is, and what is its scalability potential?
Technology Longevity and Defendability
Assessing the long-term viability of the technology. Identifying data sources and model performances against SOTA.
Technical Implementation
Examining code quality, containerisation and test coverage. Ensuring documentation, version control, and sustainability.
Costs and Performances
Examining technical choices and avoidable latences, challenging architectures and technologies, both custom made and on-the-shelf.
Model and Data Integrity
Scrutinizing the robustness of models, data sources, and IP. Evaluating tech reproducibility, beyond legal protections.
Team and Expertise
Assessing the team’s balance, diversity, and dependence on key individuals.
Licensing and Scalability
Evaluating the technology licensing model. Projecting how costs will scale with operational growth.
Industry-specific Considerations
For healthcare, sovereignty, medical devices, and other protection, identifying potential risks associated with the technologies at stack. Uncovering actual and potential future risks on a tech standpoint.
More from our AI expertise
Improve your AI projects
Leverage on our experience to improve
- Cloud or self-hosting running costs
- Model inference responsiveness
- Code base quality
- Model efficiency
- Prompt engineering
- Model benchmarking
- Projects architecture
- Scalability
And more. Contact us for specific use cases demonstration.
Contact Us
Ready to make informed and strategic decisions?
Willing to improve your product before or after entering production?
Contact us today for a personalized AI Due Diligence consultation!
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Photos credits
Hu Qing, China Mainland, Shortlist, Open competition, Travel, 2020 Sony World Photography Awards
Hsiang Hui, Sylvester Wong, Malaysia, Shortlist, Open competition, Landscape, 2020 Sony World Photography Awards