Sovereign AI Infrastructure
Sovereign AI, built in Quebec.
Energy-efficient language models — Canadian compute, zero data retention.
Models
The Singulus-1 family
Three sizes, one sovereign stack — from edge to enterprise. Transparent per-million-token pricing.
Singulus-1 Nano
Lightweight & fast for edge deployment
- 61.2
- MMLU
- 38.5
- HumanEval
- 42.1
- GSM8K
Singulus-1 Pro
Production-ready reasoning & coding
- 78.4
- MMLU
- 72.1
- HumanEval
- 76.8
- GSM8K
Singulus-1 Sovereign
Maximum capacity, sovereign infrastructure
- 85.1
- MMLU
- 86.3
- HumanEval
- 90.2
- GSM8K
Research
Latest research
Open work on efficient, private, and sovereign AI.
Sparse Attention Mechanisms for 50% Inference Speedup
We introduce a learned sparsity pattern that retains 99.2% of dense-attention quality while halving wall-clock latency on long contexts.
Privacy-Preserving Inference Under PIPEDA
A practical architecture for zero-retention LLM serving in regulated Canadian environments, including a formal threat model.
QC-Bench: A Benchmark for Quebec French Language Models
We release QC-Bench, the first comprehensive benchmark for Québécois French covering 12 tasks across joual, formal register, and code-switching.
Loss-Aware INT4 Quantization for Edge Deployment
A new quantization scheme that bounds per-layer activation error, enabling 3B parameter models to run at full quality on 8GB consumer GPUs.
Sovereignty
What is Sovereign AI?
Sovereign AI means your data never leaves Canadian territory. Every token is processed in volatile memory on Canadian soil and discarded on response — no retention, no training on your inputs, no exceptions.
Our infrastructure runs on Quebec compute powered by Hydro-Québec — abundant, low-carbon hydroelectricity rather than someone else's grid. The hardware is ours, in Canada, and auditable.
We are Law 25 and PIPEDA compliant by design, not as a configuration option. Models are trained and hosted in Canada under Canadian governance — sovereignty you can verify, not just a promise.
Newsroom
From the newsroom
Launches, partnerships, and milestones.
For developers
One API call to sovereign compute.
OpenAI-compatible endpoints served entirely from Canadian infrastructure. Drop-in migration, zero data retention, and an SDK for Python, TypeScript, and Go.
curl https://api.singulus.ai/v1/chat/completions \
-H "Authorization: Bearer $SINGULUS_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"model": "singulus-1-pro",
"messages": [{"role": "user", "content": "Explain sovereign AI in one sentence."}]
}'Careers
Build sovereign AI with us
A senior team across Quebec and Canada.