AI Infrastructure Intelligence

Run AI agents with full visibility into cost, performance, and reliability.

Benchmark models, track real cost per request, and monitor SRE signals — in one platform built for every team running AI in production.

Start free → Build an agent →

99.94%

Availability

360+

Models

5min

To deploy

Argovaa — Production dashboard ● LIVE

Cost / request

$0.00087

↓ 18% vs last week

P95 Latency

284ms

Within SLA

Throughput

2,840/min

↑ 12% vs avg

Error rate

0.06%

Below threshold

Token cost · 7 days

Top model cost

GPT-4o · $5/1M

Monthly infra

$2,109 / mo

The problem

AI systems are powerful —
but unpredictable and expensive.

Most teams running AI in production can’t answer three basic questions: What does each request actually cost? Why is latency spiking? Where is the failure coming from?

💸

No real cost visibility

You know the token price, but not the true cost per request — which includes infrastructure, retries, tools, and service overhead. You’re flying blind on AI spend.

⚡

Performance is inconsistent

Latency spikes, rate limits, and model failures break user experience at the worst moment. Without AI-specific signals, you can’t detect or prevent them in time.

🔨

Fragmented tooling

Monitoring AI requires stitching together Datadog, CloudWatch, provider dashboards, and spreadsheets. There’s no single source of truth for AI system health.

The solution

Argovaa is the intelligence layer
for AI systems.

One platform to build, measure, and operate AI workloads at scale — from agent deployment to production cost tracking and reliability monitoring.

🏗

Build

Design and deploy AI agents across any domain in minutes. Templates, data connectors, model selection, and governance — all in one wizard.

Domain-specific agent templates

20+ data source connectors

Multi-model routing

Guardrails and governance

Build an agent →

📊

Measure

Benchmark 360+ LLMs on real GPU hardware. Track true cost per request — tokens, infrastructure, retries, and overhead all combined into one number.

360+ model leaderboard

True cost per request (TCO)

AWS CUR integration

Context window degradation curves

View benchmarks →

🔭

Operate

Monitor AI-specific golden signals in real time. Throughput, availability, latency P95, and error rate — across every agent and every model call.

4 golden signals dashboard

Real-time alerting

SLA tracking

Telemetry snippets (JS / Python)

Monitor signals →

Real-time visibility

See everything.
In real time.

From token usage to infrastructure cost, Argovaa gives you a unified view of every layer of your AI stack — updated continuously, no manual setup.

Cost saved this month

$4,280

By routing 68% of requests to Claude 3 Haiku

Latency improvement

−34%

After switching to H100 SXM on provisioned tier

Golden signals

Cost per request

Model comparison

Token analytics

Throughput

2,840

req/min · ↑12%

Availability

99.94%

Above SLA

P95 Latency

284ms

TTFT: 94ms

Error rate

0.06%

Below threshold

Throughput · 24h window

Cost breakdown · this month

Why Argovaa

Built for AI.
Not retrofitted.

💰

True cost per request

Not just LLM tokens — your real cost includes AWS EC2, ECS, networking, retries, and tool calls. Argovaa blends all layers into one number per request.

📡

AI-native observability

Golden signals designed for AI workloads — TTFT, token throughput, model error rate. Not generic APM metrics bolted onto an LLM after the fact.

🔬

Independent benchmarking

360+ models benchmarked across 5 GPU platforms using MLPerf v4.1 methodology. See real performance before committing to a model or infrastructure tier.

Feature

Traditional tools

Argovaa

True cost per request

—

✓ AWS CUR + tokens + overhead

AI latency (TTFT)

—

✓ Real-time

Multi-model benchmarking

—

✓ 360+ models

Unified AI observability

Patched together

✓ One platform

GPU performance data

—

✓ H200, H100, A100, MI300X

Agent builder included

—

✓ 20+ domain templates

Use cases

Built for teams running
AI in production.

Whether you’re a startup optimising costs or an enterprise managing multi-tenant AI workloads — Argovaa gives you the visibility to move fast and stay in control.

AI SaaS companies

Scale AI without runaway costs

You’re embedding LLMs into your product. Argovaa shows you exactly what each feature costs per user, per request — so you can price and scale with confidence.

Reduce LLM cost 30–50% by routing to cheaper models

Monitor latency P95 per feature and per endpoint

Attribute cost to customers for accurate billing

Enterprise AI teams

Govern AI at scale

Running AI across multiple business units or tenants? Argovaa gives you unified visibility with per-tenant cost attribution and SLA tracking out of the box.

Multi-tenant observability and chargeback

SLA monitoring with real-time alerting

Compliance-ready infrastructure cost tracking

Startups

Move fast, stay lean

Early stage and watching every dollar? Argovaa helps you benchmark models before committing, avoid unexpected AI bills, and build the right observability from day one.

Benchmark models before production commitment

Avoid surprise AI infrastructure bills

Deploy agents in 5 minutes without ML expertise

Trust and reliability

Built for production
AI teams.

Argovaa is designed from the ground up for AI workloads — not retrofitted from a generic monitoring tool with AI features bolted on.

🇺🇸

Built in San Ramon, CA

Designed and operated in California with enterprise-grade infrastructure.

🔒

Data privacy first

Your data stays yours. No training on customer data. SOC 2 aligned.

⚡

99.9% uptime SLA

Enterprise plans include guaranteed uptime with dedicated support.

📊

MLPerf v4.1 standard

Benchmark data follows industry-standard MLCommons methodology.

Integrations

Plugs into your stack

Add one line of code to start sending data to Argovaa. Connects to your existing tools in minutes.

OpenAIAnthropicAzure OAIGoogle Gemini

AWS CURCloudWatchGCPKubernetes

DatadogPagerDutySlackNew Relic

Python SDKNode.js SDKREST APIOpenTelemetry

One-line install

pip install argovaa-sdk

Pricing

Simple, transparent pricing.

Start free. Scale when you’re ready. No surprise bills — ironic for a platform that tracks yours.

Starter

Free forever

For developers exploring AI benchmarking and cost tracking

✓Public benchmark leaderboard

✓3 agents

✓Basic golden signals

✓Manual AWS cost entry

✓5 data connectors

Get started free

Start building reliable
AI systems today.

Join engineers who use Argovaa to benchmark models, track true AI cost, and monitor production agents — before the bill arrives.

Start free → Book a demo

No credit card required · Free tier available · Setup in 5 minutes

Run AI agents with full visibility into cost, performance, and reliability.

AI systems are powerful —but unpredictable and expensive.

Argovaa is the intelligence layerfor AI systems.

See everything.In real time.

Built for AI.Not retrofitted.

Built for teams runningAI in production.

Built for productionAI teams.