Agentic Billing

Billing & monetization infrastructure
for your AI agents.

Your pricing keeps evolving as your product matures and your customers trust the agent with more: credit drawdown, outcome pricing, enterprise commits, usage overages. Chargebee is built to hold it together as it does.

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The agentic pricing problem

Your software now does
what used to take a human.

Legal review. Production code. Customer resolution. Market research. These weren't software features, they were jobs. The moment software became capable of doing the actual work, the entire commercial logic of how you charge for it had to change too.

1 There's no obvious value metric

A seat made sense when the human was the unit of value. When the agent is, you're choosing between what it consumes, what it completes, and what it delivers. The right answer depends entirely on what your agent does and how much your customer trusts it.

2 Your pricing model will change. Probably more than once.

You'll launch on one model and move as your product matures and your customers get comfortable. The company that starts on usage credits often ends up on outcome pricing. Not because it was planned, but because attribution becomes defensible as autonomy is earned.

3 What the agent did and what you charged for it can easily drift apart

Every time an agent executes something, a commercial question is being answered in real time — or not. Overages go uncaught. Entitlements go unenforced. Customers get surprised. The gap between what your agent delivered and what your invoice reflects is where margin and trust both leak.

"Chargebee gives us the flexibility to innovate faster than legacy systems, scale sustainably, and align pricing with the real value we deliver."

Kunal Agarwal CFO, Gorgias
Low autonomy

The assistant

Human in the loop

Amplifies human work. Output reviewed before it lands. Value is throughput.

Seat + usage credits

The reportee

Supervised execution

Runs workflows autonomously, surfaces results. Attribution blurs. Value is task completion.

Credits per action · Workflow runs

The peer

Agent delivers, human acts on it

The agent completes the work and surfaces the result. The human reviews, approves, or responds. Value is the outcome.

Per outcome · FTE-equivalent
High autonomy

Most products start as an assistant and expand autonomy as customers trust the agent with more responsibility. The pricing model has to keep pace.

Monetization architecture

Agent revenue spans more systems
than most billing vendors were built for.

The quote lives in CPQ. The entitlement lives in application code. Usage lives in a metering tool. When those systems disagree, and they will, someone reconciles them by hand. Chargebee makes them one object, so there's nothing to reconcile.

Explore Billing →

Selling
Pricing
Billing
Reporting
Selling
Pricing
Billing
Reporting
Migration scripts
Entitlement overrides
Slack approvals
Spreadsheet reconciliation / Rollovers in Excel
Contract context lost in handoff
Finance patching it in
Product knows usage; billing doesn't
Free users (app-only)
No single 'contract'
Multiple catalogs = multiple interpretations of the same deal
Delayed enforcement
Out of sync usage and revenue reporting
Overage discovered AFTER invoice
Undercharging / revenue leakage
Missing context
Pricing
rules
Deal terms
Allocated usage /
contracted limits
Upgrade /
downgrade timing
Pricing rules
Pricing
rules
Invoice events &
performance obligations
Usage rules & pricing logic
Selling rules
Included usage /
contracted limits
Billable usage
Consumption
data
Usage alerts
Usage APIs
×N biz.
entities

Solid lines = system logic
Dashed lines = manual logic
Sticky notes = human workarounds

Data Layer / Monetization System of RecordContracts & amendments · Entitlements & limits · Usage & balances · Overages · Invoice & revenue events
Self-serve Onboarding
CRME.g: SFDC
Quotes & Contracts
Product Catalog 1Product Catalog
Product Catalog 2
Entitlements(Application code)Entitlements
Usage Rating(Event-based)Usage / Credit Engine
Subs. & Contract Rating(Time-based billing)
Product DB
PLG Billing(Stripe)Billing
SLG Billing(ERP)
Revenue RecognitionRevRec
ERP

Pricing models

Price the way your agent creates value:
credits, actions, or outcomes.

The pricing model you launch with is rarely the one your product settles on. When you're ready to evolve, Chargebee carries it forward: the catalog updates, live subscriptions stay intact, and revenue recognition adapts to match.

Credit-based pricing

A virtual currency that moves with your product

Customers buy a pool of credits upfront and draw it down across features and agent actions. Credits can be granted daily, monthly, or annually, independent of billing frequency. Rollover policies are configurable per contract type. Grant quantities can be overridden per subscription without touching the underlying plan for everyone else.

Multiple credit unit typesConfigurable rolloverPer-subscription overridesOverage add-on per credit unit
$50/month
100K monthly AI Credits
Unused credits roll over for 90 days
Used: 71KAvailable: 29K

Workflow & action pricing

Charge for work delivered by your agent

Define a billable unit at whatever level makes sense: a workflow completed, a task resolved, a document processed. Customers see a clean number. The multi-step execution underneath maps to your metered feature configuration in Chargebee.

Configurable billable unitPer-unit pricingVolume and tiered rates
$0.08
per executed action
Input
received
Agent
running
✓ Done

Outcome-based pricing

Charge per result delivered, not per attempt

Model distinct outcome types as separate metered features each with its own unit price. Customers only pay when the agent delivers what they hired it for. Non-billable states like escalations or failed attempts are ingested for analytics but never rated.

Per-outcome-type pricingMultiple outcome types per planNon-billable states tracked separately
Pay per resolved ticket
$0.99 per
resolution
Minimum commitments apply

Hybrid models

Commitment plus consumption, on one contract

A platform fee that locks in the relationship. Included usage that covers the base case. Monthly overage settlement when customers run above it. Per-deal usage limits configured in CPQ and propagated automatically, without touching the plan for other customers.

Annual plan, monthly overagesPer-deal entitlement overridesPLG + sales-led on one record
Invoice — Acme AI · March 2026
Platform fee$2,000/mo
Included usage50K agent runs
Overage (12K runs)+$480
Total$2,480

Margin protection

The accounts that grow fastest
can also be the ones that cost you most

Heavy agent usage reads as strong adoption in product analytics. In the P&L, it tells a different story. These are the controls that keep those two numbers from diverging.

Acme Corp · AI Workspace

Enterprise · 10,000 credits / cycle

Guardrails on
Day 22 · threshold crossed

You've used 80% of this cycle's AI credits

8,000 of 10,000 used · 2,000 left · renews in 8 days

Alert fires before the wall — adoption stays healthy, and the customer can act in time.

Day 30 · balance exhausted
Not enough credits to run this

This agent run needs 500 credits. You have 120 left. The operation was stopped before it executed.

No work runs at a loss. No surprise overage on the invoice.

The hard cap is the margin guardrail: spend stops at the limit until the customer pays to continue — usage becomes revenue, never silent cost.

Threshold alerts the moment an account crosses the line

Configure a threshold per plan or account. When a subscription crosses it, a webhook fires and your system decides: upgrade prompt, CSM alert, or access block. You act before the period closes.

Overages and hard caps, enforced per plan

Define included usage, the overage rate, and the hard ceiling once per plan. Every credit past the included pool becomes overage revenue or stops at the cap. Heavy usage is a billed line item, not a month-end surprise.

No request can overdraw a shared credit pool

When multiple users share a low credit pool, hold-and-authorize locks what the first request needs. Subsequent requests see zero and are blocked. No silent overruns.

Your customers always know what they have left

Your usage dashboard and the customer's credit view draw from the same engine. Accounts approaching their limit are expansion signals. Custom entitlements from a deal flow through to billing automatically.

Quote to revenue

The first enterprise deal
arrives before your quoting does.

AI companies run into enterprise demand earlier than any previous software generation. Chargebee CPQ is built on the same billing engine. Every quote pulls from your live catalog, tokens and all, and an accepted deal becomes a billing record without manual re-entry.

1

Quoting

Quote a pilot, a multi-year ramp, or a credit package in one document. Selling Rules enforce discount floors and approval routing automatically. When the deal signs, the subscription provisions without manual data entry.

Explore CPQ →
2

Usage tracking and billing

Once a customer is live, consumption becomes the renewal signal. Accounts approaching their included usage or burning through credits faster than expected are expansion conversations waiting to happen.

Explore Usage-Based Billing →
3

Collecting what you're owed

Chargebee Receivables segments customers by payment behavior and automates follow-up sequences for each cohort. Disputes are tracked in a real-time dashboard. Finance stops chasing invoices manually and DSO comes down.

Explore Receivables →
4

Revenue recognition

ASC 606 and IFRS 15, native. Credit drawdown recognized as deferred revenue is consumed. Multi-year contract modifications update without manual schedule adjustments. The recognition schedule comes from the same record as the quote.

Explore RevRec →

"As agentic AI reshapes how customers use Zapier, Chargebee lets us simplify pricing, run rapid experiments, and support flexible enterprise contracts without tying up engineering."

Ryan RocconRyan Roccon, CFO, Zapier

faster deal closures after embedding Chargebee quotes in CRM — Refocus

50%

reduction in time sales spends on non-selling tasks — Coorpacademy

Chargebee MCP

Query your billing data
where your team already works.

Connect Chargebee to Claude, Cursor, ChatGPT, or any AI client of your choice. Every subscription, invoice, credit balance, and revenue metric becomes queryable in plain language by finance, CS, RevOps, and product, without SQL, without waiting for a report.

Claude — Chargebee MCP connected
› Show me all overdue invoices above $10,000 and how long they've been open.
 
// querying Chargebee...
 
6 overdue invoices >$10K:
 
  ⚠ Synthos AI — $38,400 — 47 days overdue
  ⚠ Crestline Inc — $22,100 — 31 days overdue
  ⚠ Orbix Labs — $14,800 — 19 days overdue
  ⚠ Meridian AI — $12,600 — 12 days overdue
  + 2 others
 
  // Total at risk: $107,200

Cash and collections

Ask in plain language:

  • Pull all failed payments from the last 7 days.
  • Show overdue invoices above $10,000.
  • What credit notes were issued this month, and why?
  • Which customers are in dunning, and for how long?

Works with Claude · Cursor · ChatGPT · Codex · Claude Code · Notion AI

Why Chargebee

Enterprise depth.
None of the enterprise weight.

Chargebee is not a suite you have to buy all of. Start with what your stage requires and add more as your revenue operations mature. What makes it worth choosing over a specialist tool is what is already connected underneath.

A product catalog that handles both hybrid pricing and hybrid GTM

One catalog drives self-serve checkout and enterprise CPQ simultaneously. Usage blocks, credit packs, seat tiers, ramp structures, all in the same catalog. Pricing changes propagate to both motions without engineering involvement.

A usage and credit engine that's been tested at real AI scale

The entitlement, the credit balance, the usage event, and the invoice are one object; native to the billing engine, not bolted on. Concurrent users can't silently overdraw a shared balance. Chargebee handles usage events that arrive out of order, arrive twice, from systems that disagree on timestamps, so your invoices are always accurate.

CPQ, billing, entitlements, and RevRec on one commercial record

When a deal structure changes mid-year, everything downstream updates automatically: the entitlement, the billing schedule, the recognition timeline. Because the quote, the billing event, and the revenue schedule share one commercial record, there's no reconciliation step and no manual correction.

Payments infrastructure that goes beyond processing

40+ gateways, 100+ currencies, multi-entity payment routing. Chargebee Reveal monitors authorization rates in real time, diagnoses failure patterns by gateway and card type. It surfaces the highest-impact fixes continuously, so you don't have to build a payment analytics layer.

A team that has done this before, at scale

Chargebee has been around for 14+ years and is trusted by 6,500+ businesses worldwide. Companies that have gone public, been acquired, and scaled across 180+ countries. The implementation team knows where the edge cases are, because they've seen them.

You pick where you start

Most customers start with billing and add modules as their revenue operations grow. CPQ when the sales team scales. RevRec when the auditors arrive. Receivables when AR becomes a full-time job. Each module connects to what's already running without an integration project or second source of truth.

Billing+ CPQ+ RevRec+ Receivables+ Payments

Companies monetizing agents at scale

See who chose Chargebee
and what it came down to.

Lambda

AI Infrastructure

"As we deploy the world's most advanced AI supercomputers, we needed billing that scales with our complex hybrid business model. Chargebee's flexibility, extensibility, and roadmap align with our ambitions."

Varun Singh, Head of Information Systems, Lambda

CodeRabbit

AI Code Review

"Chargebee let us manage everything from open-source free tiers to enterprise contracts — without adding operational complexity as we scaled."

Double-digit

month-over-month revenue growth

PLG to enterprise motion handled in one platform. Automated retention workflows drove subscription reactivations at scale across 5,000+ paying customers.

LimeChat

AI Conversational Commerce

"Chargebee enabled us to experiment with multiple pricing models, including usage and outcome-based pricing."

2.5×

cash flow in 6 months

Fixed platform fee plus per-successful-conversation pricing. Automated dunning lifted on-time collection from 40% to 100%.

Gartner Magic Quadrant Leader Recurring Billing Applications, 2025

Furthest for Completeness of Vision in the category. Trusted by 6,500+ businesses globally — from Series A through IPO.

"Chargebee gives us the flexibility to innovate faster than legacy systems, scale sustainably, and align pricing with the real value we deliver. It lets us focus on innovation while staying confident in our pricing and billing operations."

Kunal Agarwal — CFO, Gorgias

Common questions

Common questions about agentic billing

How do you price an AI agent?
AI agent pricing depends on what the agent does and how much your customer trusts it. Most products start as an assistant and expand autonomy as customers get comfortable. The common progression: start on usage credits when value attribution is unclear, move to per-action pricing as workflows become measurable, and shift to outcome pricing as autonomy is earned and attribution becomes defensible. Chargebee supports all three models (credits, actions, and outcomes) on the same platform, so your pricing model can evolve without a re-platform.
Why can't existing billing systems handle AI agent monetization?
Agent revenue spans more systems than most billing vendors were built for. The quote lives in CPQ. The entitlement lives in application code. Usage lives in a metering tool. When those multiple systems disagree (and they will) someone reconciles them by hand. The result: overages go uncaught, entitlements go unenforced, and customers get surprised. Chargebee makes the entitlement, the credit balance, the usage event, and the resulting invoice one object, so there is nothing to reconcile.
What is the difference between credit-based, action-based, and outcome-based pricing?
Credit-based pricing sells customers a pool of credits upfront, drawn down across features and agent actions. Rollover policies, per-subscription overrides, and overage rates are all configurable. Action-based pricing defines a billable unit at whatever level makes sense: a workflow completed, a task resolved, a document processed. Customers see a clean number. Outcome-based pricing charges per result delivered, not per attempt. Non-billable states like escalations or failed attempts are tracked but not charged. Most AI companies start on credits and move toward outcome pricing as autonomy and attribution become defensible.
How do you prevent margin leakage as agent usage scales?
Heavy agent usage reads as strong adoption in product analytics. In the P&L, it tells a different story. The controls that prevent divergence: threshold alerts when an account crosses a configured percentage of its usage; overage billing that turns every credit past the included pool into revenue rather than silent cost; hard caps that stop execution at the limit until the customer pays to continue; and a hold-and-authorize mechanism that prevents concurrent users from silently overdrawing a shared pool.
What happens when your AI agent pricing model needs to change?
The pricing model you launch with is rarely the one your product settles on. When you are ready to change it, the catalog updates. Subscriptions already on the old plan stay intact — you are not migrating existing customers unless you choose to. Revenue recognition adjusts to the new structure automatically. Companies moving from credits to outcome pricing, or adding a platform fee to a previously usage-only model, make the change in the catalog. The downstream systems (billing, RevRec, CPQ) follow without engineering involvement.
Can Chargebee handle both self-serve and enterprise AI agent pricing on the same platform?
Yes. One catalog drives self-serve checkout and enterprise CPQ simultaneously. Usage blocks, credit packages, seat tiers, and ramp structures all live in the same catalog. Pricing changes propagate to both motions without engineering involvement. When an enterprise deal includes custom entitlements (per-deal usage limits, credit overrides, ramp schedules) those are configured in CPQ and propagate automatically to billing without touching the plan for other customers.

Get started

Start with the problem you have today

Agent billing surfaces as a pricing problem, a selling problem, a metering problem, or a revenue recognition problem. Tell us where your stack is breaking.