Go agentic fast. Just know what it costs.

Go agentic fast. Just know what it costs.

The teams that win will be the ones who ship AI agents fastest. But "move fast" and "fly blind" aren't the same thing. Costory gives you the cost baseline, tagging, and visibility you need from day one, so you can scale what works and kill what doesn't.

The teams that win will be the ones who ship AI agents fastest. But "move fast" and "fly blind" aren't the same thing. Costory gives you the cost baseline, tagging, and visibility you need from day one, so you can scale what works and kill what doesn't.

Setup a Slack report per squad in less than 30 minutes

No credit card required

Costory

APP

10:49 AM

👋 Hey Platform team — your January Cost Digest is ready.

Total: $531K → $589K (+$57K · +10.8%)

CloudFront +$8.2K — 52% more CDN requests

Claude Opus +$3.8K — summarization pipeline scaled up on the 21th

Databricks +$12.4K — Expected as part of client Acme new setup

Anthropic API +$8.2K — 3 agentic workflows launched

Open full digest →

👀 4

👍 6

🔥 3

Integrations :

Integrations :

AWS
AWS
AWS
GitHub
GitHub
Azure

Trusted by Engineering & finance teams of

The risk isn't spending too much on AI. It's not knowing where it goes.

Without Costory

With Costory

Anthropic, OpenAI, Cursor, Gemini all billed separately

All AI + cloud spend in one normalized view

No idea which team or use case is driving LLM cost

Breakdown by team, model, feature, environment

Using Opus for tasks a Haiku could handle

Baseline per use case → right model, right cost

Surprise invoice at month end

Weekly digest + deviation alerts before the bill lands

Finance asks "how much are we spending on AI?"

Always-current answer, shareable in one click

Agents act without cost context

Agents query Costory via MCP and stay within budget

Traditional Tools

Costory

0.5–3% of your cloud bill

All cloud spend normalized into a single view, updated continuously

Generic dashboards

Every cost change traced to a deploy, usage spike, or pricing event

You dig through data

Monthly reports generated by AI, shared to Slack in 15 minutes

Manual monthly reports

Tags unified into clean categories via Virtual Dimensions

Hidden fees & complexity

Leadership-ready exports to PowerPoint, Notion, or email, always current

Ask Billy in Slack "why did spend go up?" and get a breakdown in seconds

All of this for a flat €250/month. Not 2-3% of your cloud bill like other FinOps tools.

All of this for a flat €250/month. Not 2-3% of your cloud bill like other FinOps tools.

From raw billing data to executive-ready reports, automatically

Four steps. Fully automated. No dashboards to maintain.

1

Connect all your LLM & cloud spend in one place

Link your AWS, GCP, Azure, Anthropic, Cursor, and other provider accounts. Costory pulls billing data automatically and normalizes it into a single schema. No more switching between consoles or copy-pasting into spreadsheets.

Native integrations

AWS, GCP, Azure, Anthropic, Datadog, OpenAI, MongoDB, Cursor and more

Unified schema

Inconsistent billing formats across providers become one clean view

Events and context

GitHub deploys, Jira tickets, and CI/CD events linked to your cost data

2

Split costs into categories that make sense

Map raw line items to your business structure. Which squad is burning budget on GPT-4o? Which microservice is hammering Claude?

Tag normalization

Map any combination of existing tags to a consistent structure. No infrastructure changes.

Business-level groupings

ap costs by team, product, feature — or go deeper with per-model breakdowns.

Usage-based cost splitting

Allocate shared resources based on actual consumption

3

Trace every cost change to its cause

The Digest breaks your monthly spend into a tree structure and highlights the items that moved the most.

Root cause analysis

Connects cost movements to deploys, incidents, and usage patterns

Two-level output

Detailed breakdown for engineers, executive summary for leadership

Ask Billy in Slack or via MCP

"Why did spend go up?" Get an answer in seconds, no dashboard needed

4

Make your AI stack cost-aware

Access your cost data however your team works. And your agents can now ask "what's the cheapest model for this task?" or "am I within budget?" before they act.

Automated Slack reports

Per team, weekly or monthly

Pre-built templates

Inconsistent billing formats across providers become one clean view within Costory

Query via MCP

Connect any MCP-compatible agent to Costory's cost layer.

No credit card required • Setup in 10 minutes

Testimonials

Already ahead of their AI costs

These engineering teams got their time back with Costory.

« Cost communication is part of infra, slowing down engineering shouldn't be. With Costory, we tie spend to business and engineering impact in minutes, not hours. That keeps the team focused on delivery, not reporting. »

Andrei Dumitra

Senior Software Engineer @ Pennylane

« Getting started with Costory was quick, connecting Azure and AWS took no effort. With automatic digests, we track AI & cloud costs effortlessly. I always have a clear view without losing time on manual exploration. »

Céline Bayer

CTO @ Lemonway

« Cost communication is part of infra, slowing down engineering shouldn't be. With Costory, we tie spend to business and engineering impact in minutes, not hours. That keeps the team focused on delivery, not reporting. »

Andrei Dumitra

Senior Software Engineer @ Pennylane

« Getting started with Costory was quick, connecting Azure and AWS took no effort. With automatic digests, we track AI & cloud costs effortlessly. I always have a clear view without losing time on manual exploration. »

Céline Bayer

CTO @ Lemonway

« Cost communication is part of infra, slowing down engineering shouldn't be. With Costory, we tie spend to business and engineering impact in minutes, not hours. That keeps the team focused on delivery, not reporting. »

Andrei Dumitra

Senior Software Engineer @ Pennylane

« Getting started with Costory was quick, connecting Azure and AWS took no effort. With automatic digests, we track AI & cloud costs effortlessly. I always have a clear view without losing time on manual exploration. »

Céline Bayer

CTO @ Lemonway

Costory vs other solutions

How FinOps changes when you stop doing it by hand

Keep doing it manually

Tedious, repetitive spreadsheet work that your SRE didn't sign up for

Half a day to a full week every month, and it repeats forever

€1,000/day for senior engineering time = up to €60,000/year

Build an in-house solution

You need a data warehouse, ETL pipelines, dashboards, and algorithms

Competes with your real roadmap, never gets prioritized, stays half-built

Months of engineering effort upfront, plus ongoing maintenance

Use an enterprise FinOps platform

Use an enterprise FinOps platform

Weeks of onboarding and configuration

Built for full-time FinOps teams of 5-10 people

€50K to €500K/year, often a percentage of your cloud spend

No credit card required • Setup in 10 minutes

Costory is FinOps reporting for less
than a day of engineering time

The cost of one team lunch, not one team member

Most popular

Team

€250

Per month

No percentage of your cloud spend. No per-seat fees. Built for the engineer who does FinOps on the side, not the team that does it full-time.

All core benefits in one unified platform

Daily or hourly cost analysis

Slack & email digests

AI-powered explanations

Unlimited users included

AWS, GCP & Azure support

Integrations

AWS
AWS
AWS
GitHub
GitHub
Azure

Reclaim your time. Connect your billing data today.

Costory makes sure you only spend time on FinOps when it matters, and gives you the answers to act fast.

Feels Familiar

Import all your CSP metadata and native labels/tags via Terraform.

Privacy & Security

No agents. No code. No sensitive data. Just billing and usage exports.

Try now, pay later

14-day free trial, then subscribe to a flat fee via credit card, GCP or AWS Marketplace.

Reclaim your time. Connect your billing data today.

Costory makes sure you only spend time on FinOps when it matters, and gives you the answers to act fast.

Feels Familiar

Import all your CSP metadata and native labels/tags via Terraform.

Privacy & Security

No agents. No code. No sensitive data. Just billing and usage exports.

Try now, pay later

14-day free trial, then subscribe to a flat fee via credit card, GCP or AWS Marketplace.

Reclaim your time. Connect your billing data today.

Costory makes sure you only spend time on FinOps when it matters, and gives you the answers to act fast.

Feels Familiar

Import all your CSP metadata and native labels/tags via Terraform.

Privacy & Security

No agents. No code. No sensitive data. Just billing and usage exports.

Try now, pay later

14-day free trial, then subscribe to a flat fee via credit card, GCP or AWS Marketplace.

Costory

Costory

The better way to explain AI and cloud cost.

© 2026 Costory

Costory

Costory

The better way to explain AI and cloud cost.

© 2026 Costory

Costory

Costory

The better way to explain AI and cloud cost.

© 2026 Costory