Run any AI model, any script, any workflow without the infrastructure headache
Introducing Valkyrie by Azumo.
Valkyrie by Azumo eliminates the biggest barrier to AI innovation: accessing scalable, optimized compute. Deploy LLMs, fine-tune models, generate content, or run custom workloads with a single API call.
curl -X POST "https://api.valkyrie.dev/job/start" \
-H "X-API-Key: $YOUR_KEY" \
-d '{"script": "python train_model.py"}'
Your team has brilliant ideas. Your models are ready. But you're stuck wrestling with GPU provisioning, environment setup, and cloud complexity instead of building what matters.
Hunt for GPUs across providers. Debug environments that break in production. Fight fragile APIs and unclear errors. Your competitive advantage dies waiting for infrastructure.
Pay for clusters that sit unused. Overprovision for traffic spikes. Watch bills spiral while idle resources burn cash and you're still wrestling with basic setup.
Your best developers become reluctant DevOps engineers. Security reviews slow every new tool addition. They're fixing infrastructure instead of solving problems.
From API call to results without the chaos
You bring scripts, models, and data. Valkyrie provisions best‑fit compute (e.g., Vast.ai, RunPod, Hetzner, and others), manages dependencies, reports status clearly, and tears down cleanly when done.
Call a resilient REST endpoint with your job, artifacts, and params.
Valkyrie provisions compute, installs requirements, loads models.
Status‑aware endpoints (queued, spinning up, loading, running, complete) with retries and reconciliation.
Retrieve outputs or write to S3/GCS/Azure; environments auto‑terminate and are wiped.
What You Can Run
Use pre‑configured tools out of the box—or bring your own. If it's a script, Valkyrie will run it cleanly and at scale.
Chat, analysis, agents, custom apps
Efficient training on your data
Inpainting, outpainting, generative design
AI‑driven video generation
"Vibe coding" for accelerated development
Any Python/Unix script, model, or batch job
You've trained models. You need to run them at scale. Here's what that looks like when infrastructure isn't your problem.
curl -X POST "https://api.valkyrie.dev/instance/job/start" \
-H "X-API-Key: $YOUR_KEY" \
-d '{
"cluster_name": "pipeline-predictions",
"workdir": "~/models/pipeline_sim",
"script": "python run_predictions.py --model model.json --data scenarios.csv"
}'
# Valkyrie handles: provisioning → execution → cleanup
Outcomes That Matter
Valkyrie compresses time‑to‑impact while keeping spend predictable and operations auditable.
No more days lost configuring GPUs. Valkyrie provisions, runs, and scales compute in minutes so your team can focus on building, not setup.
Automatic optimization across multiple providers. Auto-termination of idle clusters. Pay only for what you use, when you use it.
Auto-scaling, GPU fallback, intelligent job scheduling, and robust authentication. Built for production from day one.
Intuitive REST APIs designed for resilience. Clear status reporting when models load, clusters spin up, or jobs execute.
Security & Compliance
Trust is foundational. Valkyrie bakes in controls that protect data, simplify reviews, and meet enterprise expectations—without slowing teams down.
Customer data is never stored beyond job lifecycle. Fully abstracted and isolated workloads. Complete control over your proprietary information.
Built-in data handling policies aligned with GDPR and international privacy regulations. Process sensitive data with complete confidence.
Every compute instance is provisioned into an isolated environment. Automatic termination and data wiping when jobs complete.
Fine-grained permissions ensure only authorized users and teams can access specific resources or endpoints.
All API requests secured with modern encryption protocols (TLS 1.2+). Support for both API keys and JWT tokens.
Detailed usage logs and wallet-based billing provide transparent records for internal governance and compliance reviews.
More Control, Less Friction
DIY gives control but drains time. Single‑cloud is convenient until capacity or pricing shifts. Valkyrie is a unified execution fabric that's cost‑smart and portable.
| DIY Orchestration | Single‑Cloud Runner | Valkyrie | |
|---|---|---|---|
| Provisioning & Scale | Slow, manual | Easy until capacity/pricing shifts | Dynamic across providers |
| Cost Control | Idle burn common | Vendor‑dependent | Auto‑optimize + scale‑to‑zero |
| Portability | High effort | Low | High (open‑weight friendly) |
| Reliability | Brittle under growth | Varies by region/stock | Retries, reconciliation, failover |
| Security & Audits | Build it yourself | Mixed | Ephemeral, RBAC, audit logs |
| Dev Speed | Weeks to stable | Days | Minutes to first output |
Early Access for teams ready to build
We're partnering with select teams to shape the roadmap in real environments. Access is commitment‑light and outcome‑focused.
For engineering‑led POCs and first production jobs
For regulated, high‑throughput, or multi‑team workloads