How it works

Three ways to connect, all measured in minutes

Most platforms make you re-plumb your stack before you save a single dollar. Revenium starts where your spend already is your developers' AI coding assistants, connected org-wide by one admin, with no code changes. Provider billing imports with one API key, and your own apps and agents follow with one lightweight SDK.

Free: 100,000 transactions/mo
No credit card
No code changes

One 124-developer customer went from signup to full-org reporting in a single sitting, then cut AI cost per token 40% while
usage grew 4X

The Three Paths

PATH 2 · PROVIDER BILLING

Import your provider bills

~5 minutes · requires admin access to your provider · no engineering
BILLED

Import spend straight from your AI providers’ billing APIs (OpenAI, Anthropic, Azure, Bedrock, Google, and more). An admin of your provider account creates an API key, often a finance or ops owner. No code to paste. Billing import shows each provider’s total; pair it with Paths 1 and 3 to see who and what drove it.

1. Create a read-only API key in your provider’s console.
2. Add it under Settings → Provider Integrations.
3. Provider totals appear alongside your metered data, reconciled.
PATH 3 · INSTRUMENT YOUR APP

Add the SDK

~30-60 minutes with an engineer · requires access to your codebase · Python, Node, Go
METERED

Drop the Revenium SDK or standard OTLP into your own apps and agents for request-level tracking. One unified package instruments every provider you use; two environment variables and you're metering. Add optional metadata to unlock customer-level spend, product-tier costs, and per-agent attribution, plus tool calls and human-time events no gateway can see.

1. pip install revenium-middleware
2. Set two environment variables: one for Revenium, one for your AI provider
3. Optional: tag customer, product, agent, and job metadata

From one pasted config block to a fully itemized engineering org

Filter by employee, model, provider, or vendor. Toggle subscription-based assistants in or out. Drill into any developer for cost by tool, efficiency vs. team average, and cost per PR.

From first numbers to first savings

Minute 10

Who's spending what

Every developer's AI cost across every assistant, attributed to a person, with team totals, top spenders, and daily trend from day one.

Day 1

Whether it's efficient

Blended $/Mtok per developer vs. team average. Flagship-vs-efficient model mix. Cache hit-rates. The first seat and tier optimizations usually appear the same day.

Week 1

What it produces

Join the telemetry to GitHub or GitLab and get cost per PR merged: a defensible AI-productivity number most teams have never had.

As You Grow

Everything else AI touches

Add the SDK to custom apps and agents: customer-level COGS, tool costs, guardrails, chargeback invoices, FOCUS exports, and outcome-level ROI.

40% lower cost per token.
4× more usage

A 124-developer engineering org connected in one sitting, found its first savings the same day, and cut AI cost per token 40% over the following quarter — with no lockouts and no innovation tax.

Go deeper on your team's view

ENGINEERING LEADERS

Cost per developer, per PR, per session. Peer benchmarks, model mix, runaways caught in flight.

Engineering Teams

One defensible number for the board. Invoice reconciliation, vendor comparison, FOCUS-compliant exports.

FINANCE Teams

COGS per feature and customer. Margin per plan. Price AI products on what they actually cost.

FAQ

Questions engineering leaders ask first

Does Revenium see our prompts or code?

Not by default. Telemetry only: model, tokens, cost, duration, identity. Prompt capture is a separate admin-controlled opt-in — off at every level until a team admin enables it and grants each viewer access. Unless you configure that, prompts and completions never leave your environment.

Will it add latency?

No. Revenium isn't a proxy or gateway — telemetry is exported asynchronously after each call. The one exception: if you turn on hard budget enforcement, the SDK runs a fast pre-call check against your rules. That in-line check is what blocks a runaway before any spend occurs.

What if developers use assistants we haven't connected?

Connect each assistant once at the org level: Claude Code, Claude Cowork, Cursor, Copilot, Gemini CLI, Codex. Dormant or unknown API keys show up in anomaly detection, so shadow usage surfaces instead of hiding.

Do we need every developer to do anything?

No. One admin, one config block. Developers report automatically on next startup.

What does it cost to try?

Nothing. 100,000 transactions a month free, no credit card, and setup is reversible by deleting one config block.

Ten minutes from now, this could be your org's data.

Free for 100K transactions a month. No credit card. No code changes. Reversible with one deleted config block.

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