About TensorVault
We engineer, harden, and scale production AI systems and data architectures for regulated industries and high-stakes SaaS.
Who We Are
TensorVault is an engineering and implementation firm based in Toronto, Canada. We build, harden, and scale production AI systems and data architectures for regulated industries and high-stakes SaaS.
The Challenge We Solve
Early-stage AI prototypes and rapidly built applications often collapse when faced with production traffic, enterprise security reviews, or regulatory scrutiny. We step into the codebase to harden architecture, implement enterprise authentication, enforce tenant isolation, and clear infosec hurdles quickly.
Why We Are Different
We are software engineers who write production code every day. Unlike advisory consultancies that leave you with long PDF checklists, we work directly inside your repository to resolve architectural flaws, patch security vulnerabilities, and build systems that pass enterprise audits on the first commit.
Our Core Capabilities
MVP Hardening
Transforming prototype applications into production software with enterprise auth, RLS, and comprehensive test suites.
LLM Security & Safety
Hardening applications against prompt injection, data exfiltration, hallucination, and privacy leakage.
Audit-Ready Controls
Engineering software architectures with built-in audit trails and controls that satisfy SOC 2 and ISO 27001 auditors.
Data Lakehouse Layer
Constructing scalable, vendor-neutral data architectures using open table formats like Iceberg and Delta Lake.
Proving Our Methods in Production
We do not just talk about architecture, we prove it. We built the QueryBud Suite, an enterprise AI analytics platform, using the exact same hardening techniques, SOC 2 controls, and data privacy by design principles that we implement for our clients.
When we say an application architecture is secure and scalable, we know it because we engineer it ourselves.
Backed by Venn Innovation
We are proud to be supported by the Venn Innovation Garage Program, an accelerator dedicated to helping technology companies validate their engineering strategies and scale their impact.
Ready to Harden Your Build?
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