Privacy-first — we never see your prompts

AI costs are exploding.
You need governance, not just graphs.

Add one SDK call. Track every AI provider. Set budgets, alerts, and kill-switches that prevent cost overruns — automatically.

Get Started Free See How It Works

Free forever for small projects. No credit card required.

Works with every AI provider

OpenAI Anthropic Google Azure AWS Bedrock 45+ more

View Python SDK on GitHub

"Why not just use LangSmith / Langfuse / Helicone?"

Those are observability tools — they show you costs after the fact and store your prompts. AICostManager is cost management: budgets, kill-switches, client billing, and privacy-first architecture.

They show costs after the fact

Observability tools tell you what you spent. AICostManager gives you budgets, alerts, and kill-switches to prevent overruns.

They store your prompts and responses

LangSmith, Langfuse, and Helicone ingest your AI conversations. We only see usage metadata — never your data.

They only cover LLMs

What about Deepgram, ElevenLabs, or your custom APIs? AICostManager tracks all AI spend in one place.

aicostmanager_demo.py

from aicostmanager import OpenAIChatWrapper
from openai import OpenAI

# Wrap your existing OpenAI client
client = OpenAI()
tracked_client = OpenAIChatWrapper(client)

# Use exactly as before - costs tracked automatically
response = tracked_client.chat.completions.create(
    model="gpt-4o-mini",
    messages=[{"role": "user", "content": "Hello"}]
)

from aicostmanager import Tracker

with Tracker() as tracker:
    # Track Deepgram transcription
    tracker.track(
        "deepgram",
        "deepgram::deepgram_websocket_transcription",
        {"model": "nova-3", "duration": 120}
    )

    # Track Deepgram text-to-speech
    tracker.track(
        "deepgram",
        "deepgram::deepgram_streaming_tts",
        {"model": "aura-2", "char_count": 1500}
    )

How it works

From install to insights in four steps.

Install the SDK

pip install aicostmanager or uv add aicostmanager. Set your API key.

Track usage

Wrap your LLM client for automatic tracking, or call tracker.track() for any API.

Set budgets

Configure per-key, per-client, or per-service spending limits with alerts and hard kill-switches.

Get insights

Real-time dashboards, cost breakdowns by customer, and automated client billing.

Everything you need for AI cost control

From raw usage data to automated governance, AICostManager handles the full lifecycle.

Budget Enforcement

Set hard spending limits with automatic kill-switches. Block API calls when budgets are exceeded to prevent cost overruns.

Privacy First

We only see usage counts and metadata — never your prompts or responses. Enterprise-grade data handling.

Client Billing

Automated client cost allocation with custom context variables. Track costs per customer, project, or any dimension.

Smart Alerts

Real-time notifications via Slack, email, or webhooks when spending approaches limits. Threshold-based alerting.

Custom Context

Send any custom dimensions with API calls — customer, project, region, environment — then filter and report on them.

MCP Integration

Give AI agents financial intelligence. Compatible with Claude Desktop and custom agents for cost-aware autonomous decisions.

"Can't I just check my provider dashboard?"

You could. Here's why teams don't.

Multi-provider complexity

One dashboard for all your AI providers.

LangSmith tracks LangChain usage. Langfuse and Helicone focus on LLMs. But what about Deepgram, ElevenLabs, and all the other APIs you use?

Unified cost management across all LLMs and non-LLM APIs.

Privacy vs data collection

Your AI conversations stay private.

Observability tools store your prompts and responses to build better products. We only see usage metadata — never your AI conversations.

Enterprise-grade privacy and data handling.

Governance vs. observability

Control costs before they spiral.

LangSmith/Langfuse/Helicone show you costs after the fact. We give you budgets, alerts, kill-switches, and automated controls.

Real-time budget enforcement, hard kill-switches, and FinOps automation.

Simple, transparent pricing

Start free. Scale when you're ready.

Starter

$0 / forever

Perfect for solo devs and small projects.

Track up to $10k monthly spend
50k API requests / mo
30-day data retention
1 team member
Multi-provider tracking
Basic budget alerts
Hard kill-switches
MCP integration

Get Started

Frequently asked questions

How is this different from LangSmith, Langfuse, or Helicone?

Those are observability tools — they show you costs after the fact and store your prompts and responses. AICostManager is a cost management platform: we give you budgets, hard kill-switches, client billing, and privacy-first architecture. We never see your prompts or responses.

What AI providers do you support?

We support 50+ providers including OpenAI, Anthropic, Google, Azure, AWS Bedrock, Deepgram, ElevenLabs, and many more. Our custom service engine lets you add pricing for any API — LLM or otherwise.

What data do you collect?

Only usage metadata: provider name, model, token counts, timestamps. We never see, store, or process your prompts, responses, or any content from your AI conversations.

How do budget kill-switches work?

When a usage limit is reached, the SDK receives an encrypted JWT indicating the limit was triggered. Your application checks this token and can block further API calls in real-time — no additional network requests needed.

Can I track costs per customer or project?

Yes. Send custom context variables (customer, project, region, etc.) with every API call. These dimensions appear in your dashboard for filtering, reporting, and automated client billing.

Is the free tier really free forever?

Yes. The Starter plan includes tracking up to $10k in monthly AI spend, 50k API requests, basic budget alerts, and 30-day data retention. No credit card required, no trial expiration. Upgrade only when you need kill-switches, MCP integration, or more capacity.

Stop AI costs from becoming CFO surprises.

One SDK call. Instant cost tracking. AI-powered governance. Free forever for small projects.

Get Started Free

AI costs are exploding. You need governance, not just graphs.