Information Security Management
ISO 27001 is the international standard for establishing, implementing, maintaining, and improving Information Security Management. Here's how we apply it to each sector.
What is ISO/IEC 27001?
ISO/IEC 27001 is the global gold standard for Information Security Management. You can think of it as Good Manufacturing Practice for data. Just as you have strict physical protocols to prevent contaminants from entering a dry room, ISO 27001 provides strict digital protocols to prevent data from unauthorized access, use, or leakage. It ensures that security remains a documented, audited, and continuous process.
How We Protect Your IP
Colins.ai eliminates any risk of model leakage through a strict architectural separation:
- We Supply the Physics (Public): Our base models are trained on universal laws of thermodynamics, mechanics, and diffusion equations. This is public knowledge and contains no trade secrets.
- You Supply the Chemistry (Private): Your specific material properties, manufacturing parameters, and failure data are used only to fine-tune the model for your specific project.
- The Firewall: We use single-tenant architecture. This means your data is processed in its own isolated environment. Your proprietary chemistry never trains our base model, ensuring that your insights never benefit another client.
Deployment Options: From Cloud to Air-Gapped
- Private Cloud Isolation: For standard deployments, we spin up a dedicated, encrypted environment that is accessible only to the engineers assigned to your project.
- On-Premise "Air-Gapped" Delivery: For our most sensitive partners, we offer on-premise deployment. We package our Physics-Informed Neural Networks into secure containers that run entirely on your internal servers, behind your own firewalls. In this scenario, your data never leaves your facility, and the model runs without an internet connection.
Avoiding Supply Chain Risk
When you partner with Colins.ai, you are preparing for your future manufacturing scaling and exit. Large automotive OEMs and acquirers conduct rigorous due diligence on software supply chains. Using non-compliant, "black box" AI tools can raise red flags during an audit. Our adherence to ISO/IEC 27001 standards ensures that your data handling processes meet the rigorous expectations of global OEMs. We protect your data today so that you pass due diligence tomorrow.
What is ISO/IEC 27001?
ISO/IEC 27001 is the global gold standard for Information Security Management. You can think of it as Good Manufacturing Practice for data. Just as you have strict physical protocols to prevent contaminants from entering a dry room, ISO 27001 provides strict digital protocols to prevent data from unauthorized access, use, or leakage. It ensures that security remains a documented, audited, and continuous process.
How We Protect Your IP
Colins.ai eliminates any risk of model leakage through strict Asset Management and Data Segregation
- Single-Tenant Architecture: We do not train a "master model" on mixed client data. For every project, we spin up an isolated, containerized environment. Your data trains your specific instance of the GNN, and that instance is wiped or archived offline immediately after project completion.
- Data Classification: All chemical inputs (SMILES strings, PDB files) are classified as "Top Secret" automatically upon ingestion, triggering our strictest access protocols.
Cryptography & Transmission Security
- Encryption in Transit: All data sent between your Electronic Lab Notebooks (ELN) and our inference servers is encrypted using TLS 1.3.
- Encryption at Rest: Once your data lands in our secure cloud environment, it is encrypted using AES-256 standards. Even if a physical drive were stolen from a data center, the chemical data within it would be mathematically impossible to read.
Access Control
- Role-Based Access Control (RBAC): Only the specific machine learning engineers assigned to your project have decryption keys for your dataset. A developer working on our "Physics Oracle" code cannot access your specific target protein data.
- Multi-Factor Authentication (MFA): Every access point to our internal systems requires hardware-based MFA, ensuring that compromised passwords do not lead to compromised IP.
Operations Security
- Supply Chain Security: We only source fragment libraries from verified vendors (like Enamine) and validate all open-source physics engines (like AutoDock Vina) against known vulnerability databases (CVEs) before they are deployed in your environment.
- Input Validation: Our API automatically sanitizes all chemical inputs to prevent "injection attacks" that could attempt to manipulate the underlying code of the GNN.
What is ISO/IEC 27001?
ISO/IEC 27001 is the global gold standard for Information Security Management. You can think of it as Good Manufacturing Practice for data. Just as you have strict physical protocols to prevent contaminants from entering a dry room, ISO 27001 provides strict digital protocols to prevent data from unauthorized access, use, or leakage. It ensures that security remains a documented, audited, and continuous process.
How We Protect Your IP
Colins.ai eliminates any risk of model leakage through a strict architectural separation:
- secrets.
- You Supply .
- The Firewal
Deployment Options: From Cloud to Air-Gapped
- Private .
- On-Prem
Avoiding Supply Chain Risk
When you partner with Colins.ai, rrow.