Uncover causal insights
Empower better decisions

InsightSolver transforms complex biomedical data into clear, actionable explanations—helping researchers and clinicians make smarter, faster decisions.

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AI-Enhanced Drug Development Process

Modern healthcare and life sciences generate massive volumes of data. But without understanding why outcomes happen, predictive models fall short. Hidden causal patterns remain untapped—until now.
InsightSolver uses a neuro-symbolic AI engine combining logical rule induction, statistical learning, and causal inference. We reveal the "why" behind complex outcomes—whether it's a drug reaction, a failed clinical trial, or a surprising patient response.

Clinical Trial Acceleration

Predicting outcomes and optimizing trials for faster results

Drug Design Optimization

Designing and optimizing drug molecules for better safety

Biological Data
Analysis

Analyzing vast biological data to identify drug targets quickly

Drug Efficiency Prediction

Predicting drug effectiveness and toxicity to reduce testing costs

Built for the Experts Shaping the Future of Health

Biopharma R&D Teams
Clinical Researchers
Medical Data Scientists
Translational Research Institutions

Proactive Identification of Patients at High Risk of Severe Drug Side Effects

Interindividual variability in drug response remains a major barrier to preventive healthcare. Currently, clinicians and researchers rarely have predictive tools that proactively anticipate which patients are likely to develop severe adverse drug reactions, even for commonly used medications (e.g., antibiotics, antivirals, chronic treatments).

InsightSolver Value

InsightSolver aggregate multidimensional datasets - genetic (sequencing, polymorphisms), clinical records (patient histories), environmental exposures (toxins, diet), behavioral factors (lifestyle) - and identify specific combinations of predictive factors (genetic markers, medical history, drug interactions, biomarkers, lifestyle) contributing to rare but severe drug reactions.

Optimizing Target Identification and Antibody Candidate Selection in Biologics Development

The development of biologics (e.g., monoclonal antibodies, recombinant proteins) requires intensive phases of target screening, antibody candidate identification, and validation of efficacy. These stages generate substantial, complex datasets that are challenging to interpret, slowing down strategic decision-making.

InsightSolver Value

InsightSolver can integrate into digital platforms used for biologics R&D, providing clear natural-language explanations about combinations of experimental parameters and biological properties (antibody physicochemical characteristics, protein-antigen interactions, preclinical test outcomes, omics data) associated with optimal efficacy, stability, or immunogenicity.

Extract clear, natural-language explanatory insights to identify antibody candidate

Optimal conditions for effective, stable, and minimally immunogenic antibodies: Antibodies exhibiting extended half-life (>21 days) and low immunogenicity consistently have glycosylation patterns at site X, high thermal stability (>60°C), and binding affinity between 0.1 and 0.5 nM to target Y

A Neuro-Symbolic Approach to Biomedical Understanding

InsightSolver is a neuro-symbolic AI platform designed to accelerate innovation and improve decision-making and empowers scientists and clinicians to transform complex biomedical data into actionable insights, paving the way for more personalized healthcare solutions and streamlined biologics development.
By analyzing complex multidimensional datasets - such as genetic profiles, clinical histories, environmental exposures, and experimental results - InsightSolver identifies and clearly explains, in natural language, the specific combinations of factors that lead to significant outcomes, including treatment efficacy, adverse drug reactions, or biomolecular stability.

From Black Box to Transparent Insight

Not Just Predictive – Explanatory

Goes beyond predictions to identify root causes, enabling proactive interventions

Neuro-Symbolic Synergy

Leverages the interpretability of symbolic AI and the adaptability of neural networks

Built for Complex Use Cases

Ideally suited for explaining rare adverse drug reactions and optimizing biologics R&D

Designed for Scientists and Clinicians

Outputs are clear, traceable, and ready for action by domain experts—not just data scientists.

Complementary to Existing Tools

Works alongside ML pipelines, EHR systems, and drug discovery platforms.

Competitive Landscape

Pricing of the solution

Insightsolver operates on a B2B SaaS model, offering tiered licensing to biopharma companies, healthcare providers, and research institutions. Revenue is generated through annual subscriptions, pilot projects, and enterprise deployments. Custom integration and support services are available for larger clients.

Ready to See the Why ?
Discover how InsightSolver can unlock your data’s true value.

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Founding Team

Michael Albo

MSc Computer Science, MBA

A veteran innovator with a 30-year track record across the Atlantic, Michael operates at the forefront of computer science, decision science, statistical learning, causal inference and business transformation.
He excels at translating complex data into actionable insights, having engineered and deployed production-grade machine learning solutions that consistently optimize mission-critical operations.

David Streliski

MSc, CFA, Qualified Risk Director

With a robust 28-year career, David has successfully navigated complex business and technological initiatives for top-tier enterprises and consulting houses in Canada and Switzerland.
His influence extends beyond the boardroom, having shared his expertise as a lecturer at HEC Montréal and played a pivotal role in establishing the Professional Risk Managers International Association.

Noé Aubin-Cadot

MSc Mathematics

A highly skilled data scientist and mathematical modeling authority, Noé dedicated six years of doctoral study to mastering state-of-the-art mathematical theories and computational methods for physical simulations.
Leveraging this sophisticated toolkit, he has spent five years crafting impactful machine learning models, empowering Canadian businesses to tackle intricate problems and drive tangible results.

Privacy Policy

Last updated: December 13, 2024

Insightsolver is committed to protecting the privacy of its prospects and users and to comply with applicable personal information protection laws. This policy explains how we collect, use, and protect your personal information in the context of our services.

1. Collection of personal information

We collect your personal information only when necessary to provide our services, improve your user experience, or comply with our legal obligations. The types of information we collect include, but are not limited to:
• Identification information: Name, first name, email address, phone number, organization.
• Data usage: IP address, browser type, preferences, interactions with our services.
• Financial information (if applicable): Credit card number or billing details.We collect this information directly from you when you:
• Create an account on our platform.
• Use our services or features.
• Contact our support service.

2. Purposes of collection

Personal information is used for the following purposes:
• Provide and personalize our services.
• Manage payments and billing.
• Communicate with you regarding our services, updates, or technical support.
• Comply with our legal and regulatory obligations.
• Improve our products and analyze the use of our platform.

3. Consent

We obtain your explicit consent before collecting, using, or disclosing your personal information, except in cases provided for by law. You can withdraw your consent at any time by contacting us at the address mentioned below. However, this may limit your access to certain services.

4. Sharing of personal information

We share your personal information with third parties in the following circumstances:
• Service providers: Technology partners or third-party providers necessary to provide our services (cloud hosting, payment operator, technical support platform).
• Legal obligations: When required by law or in the context of legal proceedings.

5. Data security

We apply physical, administrative, and technological security measures to protect your personal information against unauthorized access, use, or disclosure.
In the event of a confidentiality incident presenting a serious risk of harm, we will inform the Commission d'accès à l'information du Québec and the persons concerned in accordance with the law.

6. Your rights

You have the following rights regarding your personal information:
• Access: Obtain a copy of the information we hold about you.
• Rectification: Correct any inaccurate or incomplete information.
• Withdrawal of consent: Withdraw your consent at any time.
• Deletion: Request the deletion of your personal information, subject to legal obligations.
To exercise these rights, please contact us at the address mentioned in section 8.

7. Information retention

We retain your personal information only for the duration necessary to achieve the purposes stated in this policy, unless a longer retention period is required or permitted by law.

8. Contact us

For any questions or requests related to this privacy policy or your rights, you can contact us:Postal address:
Insightsolver
4 Pl. Ville-Marie Suite 300,
Montreal, Quebec H3B 2E7Email address: [email protected]

9. Changes to this policy

We reserve the right to modify this policy at any time. Any changes will be posted on our platform. Please check this page regularly to stay informed of updates.

Terms of Use

Last updated: December 2, 2024

Welcome to the InsightSolver website ("the Site"). By accessing or using the Site, you agree to comply with these Terms of Use. Please read them carefully. If you do not accept these terms, please do not use the Site.

1. Acceptance of terms

By using this Site, you confirm that you have reached the age of majority in your province of residence and are legally capable of entering into a contract.

2. Use of the Site

You agree to use the Site only for legal purposes and in compliance with the laws in force in Quebec and Canada. It is prohibited to:
• Download, transmit or disseminate any harmful, illegal, or offensive content.
• Attempt to compromise the security of the Site or disrupt its operation.

3. Intellectual property

All content on the Site (texts, images, logos, videos, etc.) is protected by copyright and belongs to InsightSolver or is used with authorization.
It is prohibited to reproduce, distribute or modify any content without prior written authorization.

4. Confidentiality

The use of this Site is also subject to our Privacy Policy. We encourage you to read it to understand how we collect, use, and protect your personal information.

5. External links

Our Site may contain links to third-party sites. InsightSolver does not control these sites and disclaims any responsibility for their content or practices.

6. Disclaimer of warranties

The Site and its contents are provided "as is", without any express or implied warranty, particularly regarding their accuracy or availability at all times.

7. Limitation of liability

In no event shall InsightSolver be held liable for direct or indirect damages resulting from the use or inability to use the Site.

8. Modification of terms

InsightSolver reserves the right to modify these Terms of Use at any time. The modifications will take effect upon their publication on the Site. We encourage you to consult them regularly.

9. Applicable law and jurisdiction

These Terms of Use are governed by the laws of the province of Quebec and applicable federal laws of Canada. Any dispute will be subject to the exclusive jurisdiction of the courts of the province of Quebec.

10. Contact