AI Inference Service | Geodd
Inference as a Service

Production
Inference Stack

End-to-end inference with automatic scaling, streaming tokens, and real-time monitoring.

Infrastructure

Deployment Modes

Choose the optimal runtime for your workload. From elastic API endpoints to bare-metal isolated instances.

Serverless
AUTO_SCALING

Serverless
Inferencing

Serverless endpoints are optimized for rapid deployment and elastic workloads. Fully abstracted infrastructure with automatic scaling.

Execution
Multi-tenant optimized runtime
Infrastructure
Fully abstracted
Control
Parameter-level tuning
Scaling
Automatic, workload-driven
Use Case
Dynamic workloads, API products
Dedicated
ISOLATED_RUNTIME

Dedicated
Deployment

Used when workload predictability, isolation, or sustained throughput becomes critical. Single-tenant GPU allocation.

Execution
Single-tenant isolated runtime
Infrastructure
Dedicated GPU allocation
Control
Infra + runtime control
Scaling
Cluster-level scaling
Use Case
Stable high-throughput systems
Available Models

Optimized Models with Predictable Pricing

Production-ready inference endpoints (not raw weights), optimized for:

  • Stable concurrency
  • Consistent latency
  • Efficient memory usage
Explore Full Library
Technical Stack

Architecture Layers

A vertically integrated stack designed for maximum throughput and deterministic latency.

Runtime Behavior Under Load

Performance is defined by stability under concurrency, not single-request benchmarks. Token generation remains consistent across sessions due to scheduler and execution-layer control.

  • STABLE PERFORMANCE AT 32+ CONCURRENT REQUESTS
  • THROUGHPUT INCREASE: 25–50%
  • LATENCY REDUCTION: 20–30%
  • TIME-TO-FIRST-TOKEN REDUCTION: 30–50%
  • LATENCY DISTRIBUTION CONTROLLED AT P99 LEVEL

Controlled through:

Adaptive batchingLatency-aware schedulingMemory pre-allocation
geodd-cli — benchmark
$ geodd-cli benchmark --mode concurrency --requests 32
[INFO] Initializing benchmark environment...
[INFO] Warming up model cache...
[BENCHMARK] Starting concurrency stress test
[INFO] Request 1-8 ............... OK
[INFO] Request 9-16 .............. OK
[INFO] Request 17-24 ............. OK
[INFO] Request 25-32 ............. OK
Summary Statistics:
Throughput Increase: 25–50%
Latency Reduction: 20–30%
TTFT Reduction: 30–50%
P99 Latency: STABLE
[SUCCESS] Benchmark complete.
[ACHIEVED] Stable at 32+ concurrent requests
Session: perf-bench-001
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Infrastructure

Infrastructure Design and Failure Handling

Infrastructure is designed for continuous operation. System behavior is designed to remain stable under sustained load, not just peak benchmarks.

99.99%

Observed Uptime

System uptime across multi-location deployment with failover mechanisms.

Direct

Failure Response

Engineers alerted directly with immediate response. Infra + MLOps act together.

500+

Nvidia GPUs

High-performance GPU fleet dedicated to inference workloads across multiple regions.

99.99%

Observed Uptime

Tier III datacenter infrastructure with redundant power, network, and hardware.

Tier III Datacenter

Redundant power, network, and hardware with multi-location deployment and automated failover mechanisms.

III
Compliance

Enterprise AI Inference,
Built for GDPR.

Deploy production-ready AI models without the compliance headache. Geodd provides high-performance, GDPR-ready inference designed to eliminate unnecessary data exposure for products serving the EU, EEA, and UK.

01 — compliance

Zero-Data Retention

We never store your API prompts, completions, request bodies, or customer datasets.

02 — compliance

No Training or Human Review

Your data is strictly yours. It is never used for model training or human-in-the-loop screening.

03 — compliance

EU Data Sovereignty

Route and process your inference workloads entirely within EU-based data center infrastructure.

04 — compliance

Enterprise Security

Hardened with encryption at rest and in transit (TLS), role-based access controls, and a comprehensive DPA framework.

05 — compliance

The Geodd Standard

We act strictly as a Data Processor for your API data, keeping your internal workflows, product logic, and customer messages safe by default.

Ready to Scale?

Join the next generation of AI

Build on Geodd's hyper-optimized inference stack. Get instant API access to the world's most capable open-source models or talk to our team for custom deployments.