See the spend
Connect billing data and surface the providers, teams and use cases driving the current run rate.
AI economics, accountable
Know the run rate. Prove the return.
RUNR8 connects every AI provider, traces spend to teams and use cases, and records the decision to scale, fix or stop.
No card · Read-only connections · Real or private sample data
Northstar Labs
7 connections current
Overview
Allocation
Decisions
Reports
August · all AI spend
$84,672
API
$48,921
Cloud
$22,408
Tools
$13,343
Spend by team · 30 days96.4% assigned
Support copilot
12,481 tickets · $1.82 each
One run rate acrossOpenAIAnthropicAzure OpenAIAWS BedrockCursorChatGPTOpenRouter
Your first run
Get from provider bill to a usable decision.
Assign the owner
Map projects, workspaces, keys and billing groups to the people accountable for them.
Record the result
Set what each use case should deliver, then collect the actual outcome each month.
Make the call
Keep a factual record to scale, fix with a deadline, or stop—without letting software make the decision.
A report finance can inspect
Not another token dashboard.
Every report carries the source quality, owner and outcome behind the number. Plain-language summaries help readers orient themselves; computed billing data remains the record.
invoice reconciledcontract derivedestimated
RUNR8 / 2026-08
Monthly AI economics report
Run rate
$84,672
+8.3%
Assigned
96.4%
$3,048 open
Verified return
4 / 6
use cases
What changed
Support copilot spend increased $6,280 after request volume rose 31%. Cost per ticket remained below its $2.10 target.
Needs an owner
$3,048 remains assigned to Sales but has no accountable use-case owner.
Decision due
Outreach drafting has missed its cost-per-outcome target for three months. Review the evidence and record a decision.
What access is required
Billing access in. Prompts stay out.
RUNR8 does not sit between your application and an AI provider. It reads billing and usage metadata, then encrypts each credential at rest.
OpenAI · Anthropic · OpenRouter
Read-only organization or admin API key
Billing totals, usage, projects, workspaces and API-key identifiers
Cursor · ChatGPT / Codex
Workspace admin key or billing export
Seats, credits, users, groups and contract-metered usage
Azure OpenAI · AWS Bedrock
FOCUS or CUR billing export
Cost lines, service metadata and allocation tags
Never collected: prompts, model responses or application traffic.
Software assists. People decide.
Evidence first. Narrative second.
RUNR8 computes every financial figure before drafting a summary. Generated text is checked against those figures, clearly marked when it needs review, and never chooses an outcome for you.
Source quality
Reconciled, contract-derived and estimated figures stay visibly separate.
Ownership
Every assigned dollar can be traced to a team, use case and accountable owner.
Privacy
Individual tool spend remains admin-only and out of ordinary reports by default.
Decision history
Monthly reports, governance records and human decisions share one ledger.
Fourteen days · real data