Financial Intelligence
for AI Products

Meter usage. Price dynamically. Bill automatically. Prove ROI.
Know your margins on every customer, every offering, every day.

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17+

AI providers

< 5 min

SDK setup

Real-time

margin tracking

Who it's for

Three ways teams use OpsVis

Whether you're tracking internal AI spend or billing customers for it.

Embedded AI

Bill your customers for AI features

You've added AI to your SaaS product. Now you need to meter usage, price it right, and actually charge for it — without building billing infrastructure.

→Usage metering via SDK (5 lines of code)
→Tiered, volume, and package pricing models
→Automated invoicing and credit management
→Per-customer margin tracking

Cost Center

Internal AI chargeback

Track AI spend across departments. Allocate costs to teams, projects, and business units. Show leadership exactly where the money goes.

→Multi-provider cost sync (AWS, OpenAI, Anthropic...)
→Cost allocation rules and Sankey flow visualization
→Department-level budgets and alerts
→Executive dashboards and reporting

AI-Native Product

Full billing stack for AI companies

You sell an AI product. You need plans, contracts, rate cards, invoices, credits, and the intelligence to know which customers are profitable.

→Plans, contracts, and entitlements
→Cost/sell/value rate cards with versioning
→Revenue, margin, and ROI intelligence
→MRR tracking, NRR, expansion signals

Product

From raw usage to revenue intelligence

Six layers that connect what your AI costs to what you charge — and whether it's profitable.

Usage Metering

Capture every AI API call with our lightweight SDK. Aggregate into billable metrics with flexible meter definitions.

→Simple Meters — Filter and aggregate events — count tokens where model = "claude-3"
→Computed Meters — Mathematical expressions on top of simple meters for derived metrics
→SQL Meters — Full SQL for complex aggregations across ClickHouse event tables
→Python & TypeScript SDKs — Instrument OpenAI, Anthropic, AWS Bedrock, and more with a decorator or wrapper

Get started

Live in under 10 minutes

Three steps from zero to full billing and margin visibility.

01 — Instrument

Add the SDK to your app

Wrap your AI API calls. We capture tokens, cost, latency, and model — automatically.

from opsvis import track

# That's it. Wrap your client.
client = track(OpenAI())

# Every call is now metered
response = client.chat.completions.create(
model="gpt-4",
messages=[...]
)

02 — Configure

Define pricing & plans

Create usage meters, rate cards, and plans in the dashboard. No code required.

# Or use the API:

opsvis.meters.create({
  name: "total_tokens",
  aggregation: "sum",
  field: "tokens",
})

opsvis.rate_cards.create({
  type: "sell",
  price_per_unit: 0.01,
})

03 — Analyze

Bill customers, track margins

Invoices generate automatically. Margins calculate in real time. Signals alert you to action.

Intelligence Dashboard

Revenue $142,800 Cost Margin Contracts active NeuralOps margin: 29% Acme Corp: expansion opp

Why OpsVis

The full stack, not just a piece

Most tools solve one layer. OpsVis connects metering, pricing, billing, cost tracking, and margin intelligence in one platform.

Capability	OpsVis	Metering tools	Billing platforms	FinOps tools
Usage metering (SDK)	Yes	Yes	Partial	No
Dynamic pricing (rate cards)	Yes	No	Yes	No
Automated invoicing	Yes	No	Yes	No
Vendor cost sync (AWS, OpenAI...)	Yes	No	No

Integrations

Connects to your AI stack

17+ providers. Sync costs automatically. Meter usage via SDK.

OpenAI

Anthropic

AWS Bedrock

Azure OpenAI

Google Vertex

Cohere

Hugging Face

LiteLLM

GitHub Copilot

Oracle OCI

Scale AI

Runway

AssemblyAI

Stop guessing your AI margins

From usage to invoice to profitability — in one platform.

Start Free Today

Free plan available · No credit card required · Setup in minutes

Get in Touch

Have questions about our platform? Want to schedule a demo? We'd love to hear from you.

Dynamic Pricing

Define what you pay (cost), what you charge (sell), and what it's worth (value) — per item, per customer, with versioned rate cards.

→Rate Card Types — Cost cards (vendor rates), sell cards (customer prices), and value cards (ROI measurement)
→Pricing Models — Flat, tiered, volume, package, and calculated pricing with multi-currency support
→Version Control — Publish new rate card versions without breaking existing contracts. A/B test pricing.
→Customer Overrides — Per-customer pricing for enterprise deals. Negotiated rates on top of standard plans.

Billing Automation

Plans, contracts, invoices, credits, and commitments. The full billing lifecycle from signup to payment.

→Plans & Contracts — Bundle offerings into plans. Bind customers to contracts with start/end dates and MRR tracking.
→Automated Invoicing — Generate invoices from usage + contracts. Track draft → issued → paid → overdue lifecycle.
→Credits & Commitments — Prepaid balances, burn-down tracking, and commitment-based pricing for enterprise deals.
→Multi-Currency — Price and invoice in any currency. Custom currency support for token-based economies.

Cost Intelligence

Sync actual vendor costs from AWS, OpenAI, Anthropic, and more. Allocate to customers. See where margin leaks.

→Provider Cost Sync — Automatic cost ingestion from 17+ AI providers and cloud platforms. OAuth or API key.
→Cost Allocation — Rules-based allocation with Sankey flow visualization. See cost → service → customer.
→Scope Management — Organize costs by scope (AWS account, OpenAI org, GCP project). Status and sync health tracking.
→Usage Alerts — Set spending limits per scope, customer, or offering. Get notified before you blow budget.

Margin & ROI

The layer that connects cost to revenue. Know your gross margin per customer, per offering, per day.

→Margin Analysis — Revenue vs cost breakdown with daily granularity. Blended and per-offering margin percentages.
→Customer Profitability — Rank customers by margin. Spot unprofitable accounts before they erode your business.
→ROI Measurement — Track AI spend vs value delivered. Calculate ROI per project using value rate cards.
→Offering Economics — Which products make money? Break down margin by offering to guide product and pricing decisions.

Sales Intelligence

Morning scoreboard, red flags, expansion signals. Everything revenue teams need to grow and retain.

→Revenue Health — MRR, ARR, NRR, new logos, average ACV — the KPIs that matter, updated in real time.
→Signals & Alerts — Margin drops, approaching usage thresholds, churn risk, and expansion opportunities — flagged automatically.
→Customer Intelligence — Usage velocity, contract status, renewal timeline, and health score per account.
→Revenue Forecasting — MRR waterfall: new + expansion - contraction - churn. Track the trajectory, not just the total.

Need a custom integration? Let us know →

Financial Intelligencefor AI Products