The Complete Infrastructure Fabric

Engineered for Extreme Throughput, Zero Idle Costs

Discover the four pillars of the Elvio Labs cloud platform. Built from the ground up for low-latency AI inference, autonomous agent runtime, and enterprise compliance.

01. NeuralMesh™ 02. AgentOps Cloud™ 03. VectorFlow™ 04. CloudGuard™

Product 01 // Distributed Edge Inference

Elvio NeuralMesh™: High-Throughput Serverless Inference

NeuralMesh runs quantized LLMs and custom foundation models across a distributed fabric of bare-metal GPU nodes located in 38 edge metros. Say goodbye to cold starts, reserved GPU instances, and expensive idle cloud bills.

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Speculative Multi-Token Decoding

Achieves up to 2.4x higher token generation speeds compared to vanilla vLLM engines.

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Automatic Cross-Cloud Fallback

If any cloud region spikes or fails, incoming streams migrate with zero connection dropouts.

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Pay-As-You-Generate Micro-Billing

No monthly minimum commitments. Scale from 10 requests per day to 100,000 requests per minute.

Deploy Model on NeuralMesh View API Reference

NeuralMesh Real-Time Benchmarks

Time-To-First-Token (TTFT) 8.4 ms (92% faster)

Sustained Generation Throughput 168 tokens/sec/user

Multi-Region Cloud Cost Reduction 71.4% Saved

Product 02 // Autonomous Runtime

Elvio AgentOps™: Reliable Autonomous Agent Swarms

Building agents in production fails when memory desynchronizes or tool loops crash. AgentOps provides persistent state checkpointing, deterministic rollback, and isolated sandboxed code execution for high-stakes enterprise agents.

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Durable Execution Graph

Agent runs survive server crashes and restart from exact intermediate tool nodes.

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Sandboxed Micro-VM Environments

Agents execute Python, Bash, or SQL queries inside secure ephemeral micro-containers.

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Human-in-the-Loop Intercepts

Easily pause agent execution when critical financial transfers or irreversible actions require approval.

See Agent Use Cases

agent_runtime_tree.json

▶ SwarmCoordinator.dispatch()

├── SubAgent_1 [DataExtractor]: Completed (31ms)

├── SubAgent_2 [SchemaValidator]: Checkpoint saved

├── SubAgent_3 [VectorMatcher]: In-progress

└── MemoryState: Sync with Postgres L2 ✓

Zero unhandled exceptions | Automatic retry policy: exponential_backoff

Product 03 // Semantic Vector Mesh

Elvio VectorFlow™: Sub-Millisecond Semantic Memory

Store and retrieve billions of high-dimensional vectors with sub-millisecond query latency. VectorFlow intelligently caches previous model completions and answers similar semantic questions without re-invoking the neural network.

0.6 ms L1 Vector Lookup

Direct memory RAM index

10 Billion+ Vector Scalability

Automatic horizontal sharding

VectorFlow SDK Documentation

Semantic Cache Hit Rate vs Cost

Enterprise Semantic Cache Hit Rate 48.2%

Nearly half of your user queries resolve directly from the edge cache, cutting API costs in half.

Index Compression Ratio 8x Lossless

Advanced Product Quantization (PQ) reduces RAM overhead by 85% while keeping 99.7% recall accuracy.

Product 04 // AI Security & Firewall

Elvio CloudGuard™: Zero-Trust AI Security

Safeguard your corporate reputation and intellectual property. CloudGuard inspects every inbound prompt and outbound completion for prompt injection, confidential PII, and compliance breaches before it reaches end users.

Prompt Injection Shield: Blocks jailbreaks, system prompt exfiltration, and indirect injection attacks.
Automatic PII Anonymization: SSNs, credit card numbers, and patient medical IDs are redacted at the wire.
Sovereign Data Fencing: Guarantee that EU or US client data never leaves designated physical jurisdictions.

Enable CloudGuard

Security Gate Telemetry Active Enforcement

[BLOCKED] Jailbreak pattern detected: Attempted system directive override. Sanitized in 0.4ms.

[REDACTED] PII detected (Credit Card Number): Masked to [CONFIDENTIAL_PAN_***].

[VERIFIED] SOC 2 Type II audit trail logged to immutable hash ledger.