Know if your model transfers safely before you deploy. Structural transfer auditing, tamper-proof certificates, and compliance-ready reporting — delivered as an API.
Every team shipping ML models faces the same question: did quantization, fine-tuning, or distillation break something?Today, validation is manual, ad-hoc, and invisible to auditors. As regulation tightens (EU AI Act, FDA, NIST AI RMF), “trust me, it works” is no longer acceptable.
There is no standard infrastructure for proving that a transformed model still behaves like the original. Transfer Oracle fills that gap.
Transfer Oracle is an API-first platform that structurally audits ML model transformations — quantization, pruning, distillation, fine-tuning — and produces tamper-proof, HMAC-signed audit certificates that prove a model transfers safely.
This is not a pitch deck — the platform is live and processing audits.
Path to €5M ARR: 200 enterprise customers at €25K ACV
Combined MLOps + validation + governance
Model validation + compliance for enterprises in production
Recent exits and raises validate the category. Transfer Oracle is differentiated by focusing on structural transfer verification rather than general observability.
Acquired by Cisco (2024)
Acquired by Apple (2025)
$131M raised — Series C, Feb 2025
$63M raised
These companies focus on monitoring and observability. Transfer Oracle occupies a distinct position: structural audit of model transformations with tamper-proof certification — a requirement under emerging regulation.
High-risk system requirements become mandatory August 2, 2026. Conformity assessments take 8-16 weeks. Notified bodies already backlogged into Q2 2026.
1,250+ AI/ML devices authorized. Each model change requires re-validation. Transfer Oracle automates the evidence package.
Referenced by FTC, SEC, CFPB in enforcement actions. Audit trail requirements align directly with Transfer Oracle certificates.
Tamper-proof audit chain (Patent #8 pending). Structural transfer verification methods. Filing additional provisionals with this raise.
Every audit produces a signed, verifiable certificate. We become the trusted third party for model deployment decisions.
9 open-source plugins embedded in NVIDIA, AMD, and MLflow toolchains. Every pip install is a potential API customer. 7.5M NVIDIA developers.
White-label architecture lets partners sell Transfer Oracle under their brand. 70/30 revenue split. Capital-light scaling.
We’re raising €500K to take Transfer Oracle from live API to enterprise GTM ahead of the EU AI Act deadline. Looking for investors who understand infrastructure software and the regulatory wave ahead.
lee@droidtech.aiFounder: Lee Sandberg
Company: Droidtech 42 AI Labs AB, Org.nr 559534-0745
Location: Stockholm, Sweden
Stage: Pre-seed