Your AI costs are unpredictable. Your budget shouldn’t be

AI is your fastest-growing cost, and no one knows what next month’s bill will be. This guide shows how businesses centralize, control, forecast and optimize every AI dollar

AppVentory AI spend management dashboard with total spend, token usage, spend over time, providers and top spend by model and user
The Basics

All your AI spend. One place. Fully in your control

AI spend management is how a business keeps track of what it pays AI providers like OpenAI and Anthropic. Every team is using AI, & every team is adding to the bill. AI spend management gives you the whole picture in one place, so you stop chasing numbers and start making decisions.

One AI provider is easy to track. Five is not. Every new team adds another account, another API key and another login. Bring every provider, account & team into one view, and see the full picture without chasing five dashboards.

AI spend overview combining OpenAI and Claude: total spend, token usage, a providers table and top spend by model and user
Why it’s different

AI spend doesn’t behave like software spend

Software is predictable: a fixed price, a renewal date you can plan around. AI is neither — and most businesses are finding out on invoice day.

Rising line chart icon

It grows with every use

There’s no fixed price. A busy week or a new project can double the bill before anyone notices

Forking arrows icon

It spreads across business

Every team sets up its own AI accounts. Nobody has the full list, and nobody owns the total

Hands typing on a laptop at a desk
Document icon

It can’t be budgeted in old way

No contract, no renewal date. Last month’s bill tells you almost nothing about this month’s

Crossed-out eye icon

It’s invisible in your accounts

Your books show one payment per provider. But not who spent it, on what, or whether it paid off

AI is too important to cut — and too unpredictable to leave unmanaged

Why now

The fastest-growing line in your budget has no controls

AI arrived without the visibility, forecasting and guardrails businesses spent a decade building for software

20.7×

Growth in AI token spend, June 2025 to 2026, across Ramp’s customer base

15–30%

Waste usually found in software spend reviews. AI spend is next

1 line

What all AI usage becomes in the accounting system

0

Renewal dates to plan around. AI spend changes every day

Spend smarter

Spend smarter on AI

AppVentory matches the right model to the work your team is doing, cutting AI costs without cutting quality

Right model, right job

Not every task needs the most expensive model. Use a lighter one where it does same work for less

Model optimization table pairing each workload with a cheaper recommended model and the saving

Cut the waste

Find forgotten accounts, abandoned projects and duplicate spend, and switch them off.

Claude Platform workspaces with their status, spend, usage and creation date, archived ones raised

Back what works

See which teams and projects get real value from AI, and put your budget behind them

AI spend, token usage and status for each team

Plan with confidence

Budget next quarter on real usage and a reliable forecast, not last month’s surprise. Give finance numbers they can defend

Total spend over time with projected months, beside AppVentory insights on total AI spend, token spend and projected spend
What you get

Everything behind the bill

Connect once. See what you’re spending, where it’s going & where the month will land

Grid icon

Every cost, broken down

Turn one invoice into the full picture, by provider, model, workspace, API key and person

Warning icon

Monthly limits

Set a limit for each provider and workspace. Your team gets a heads-up as spend gets close

Chart icon

Month-end forecast

See where the bill will land based on how fast you’re spending, while there’s still time to act

Coins icon

Next to your software spend

AI sits alongside every app you already track, so your total finally includes everything

How to start

Bring AI spend into your audit in three steps

Step 1

Connect a provider

Link your OpenAI or Claude account in a few clicks. Guided setup walks you through it & your teams keep using AI exactly as before

Connect a provider
Step 2

See every dollar

All your AI spend comes into one view, with a forecast for the month. Spot what’s rising early

See every dollar
Step 3

Set the guardrails

Set limits and choose when to be alerted. Your team gets a heads-up, and work carries on

Set the guardrails
quote mark

AppVentory gives us confidence and control over software spend. We can clearly see which apps are being used, what they cost, and where we’re wasting money.

Helen Rogers

Strategic Finance Operations Partner

Helen Rogers
Catherine Owen
Florentina Sandu
Luke Farren
Jon Davies

Frequently asked questions

Tracking and controlling what your business spends with AI providers like OpenAI and Anthropic: who uses them, which models and API keys drive cost, and how spend compares with your budget.
The OpenAI Platform and Claude Developer Platform APIs are available now. ChatGPT, the Claude app, Gemini, Cursor and Grok are coming soon.
With AppVentory, you manage every client's software and AI spend from one place, spot savings you can act on, and turn it into a repeatable advisory service rather than a one-off favour.
Recharge lets you package software and AI spend management as a service your clients pay for — margin on advisory work you're already well positioned to do.
It shouldn't. A read-only connection reads spend only — it doesn't sit in the request path and never sees prompt content.
No. Those serve engineering and track cloud and GPU spend. AI spend management is built for finance and the people advising it.

Enterprise-grade security. Your data stays yours, always.

AppVentory is SOC 2 certified and gives you enterprise-grade access controls.

GDPR compliant
AICPA SOC 2 certified
ISO certified

Explore more

Every AI tool, every cost, under control

See what your business spends on AI, who’s using it, and what’s coming next. Set up in minutes