Training-as-a-Service — Better Models Start with Better Data
Train and fine-tune computer vision models on ethically sourced, real-world video data — no infrastructure or compliance hurdles.
Better data means better models
Our Data Library contains compliant, anonymized, and licensed real-world video — traceable to its source. Models trained on this data deliver higher accuracy across diverse environments and scenarios.
Anonymized and protected
Diverse and representative
Traceable and licensed
Curated and annotated
Traditional Training vs. Hafnia Training‑aaS
Traditional = you do the data work. With Hafnia, those steps are handled—so you can focus on training and iteration.Traditional workflow — you do this
📑 Licensing & legal
📹 Retrieval / recording
🛡️ Anonymization & compliance
🔎 Relevance filtering
🏷️ Annotation & QA
🛠️ Infrastructure
🧩 Metrics plumbing
🧠 Training & evaluation
Effort spent:
Hafnia workflow — we do this for you
✅ Licensing, traceability & governance
✅ Data access via library
✅ Anonymization & compliant processing
✅ Curated relevance
✅ High quality annotated datasets
✅ Orchestration & monitoring
✅ Performance dashboards
🎯 You focus on model training
Effort spent:
Training-aaSHow it works
Sign up and join the waitlist.
Write your training script (trainer package).
Select your data and GPU from Hafnia’s Data Library.
Start training — we handle the rest, securely and at scale.
Receive your improved model and review performance metrics.
See the results of your training
Every completed training job includes rich metrics and reports so you can understand your model’s performance and iterate with confidence.
Train and track your own metrics
Pick any metric (built-ins or custom scalars), compare runs side-by-side, export results, and iterate fast.
100% Compliant model
Your resulting model is trained only on compliantly sourced, anonymized, and licensed video with full lineage.
Data Governance & Compliance
Every dataset in Hafnia’s Data Library is anonymized, licensed, and traceable. Developers only see anonymized samples, while models train on the full dataset securely.
AnonymizedSensitive information is removed before training begins.
TraceableAll data is fully auditable and linked to its source.
LicensedEvery dataset is properly licensed and ready for commercial use.
SecureTraining occurs in controlled environments with strict access controls.
Watch the overview
A 90‑second walkthrough of Training-aaS.Ready to build better vision models?
