Multi-agent cost tracking

Track costs across multi-agent AI pipelines and allocate them to clients.

Keito captures token usage, API call costs, and infrastructure spend across multi-agent orchestration systems, then connects them to client engagements for billing visibility and cost accountability.

$49
Flat team plan from
0
Per-seat billing surprises
14 days
Trial workspace
app.keito.ai / ai-agents

Monthly cost review

Vertex AI Labs

Multi-agent pipeline cost

$4,820

Active work

24

Reviewed

91%

Ready to bill

$18.4k

Time captured with context

multi-agent system cost tracking

Live

Billing review complete

Client and project checked

Done

Invoice evidence ready

Approved summary prepared

Next
01

Built around the work before the invoice

multi-agent system cost tracking needs more than a timer. The billing record has to keep client, project, approval, and invoice context together before the work reaches finance.

Capture AI agent costs as they happen

Record token fees, subscription usage, and compute costs against the client project they serve as the agents run — not reconstructed at billing time from company card statements.

Review agent costs alongside human time

Combine AI agent cost records with human billable hours in one review so the total delivery effort is visible before the invoice cycle starts.

Produce billing evidence that covers every delivery resource

Use reviewed human and agent cost data to prepare client summaries and invoice backup that reflect how the work was actually delivered.

02

Multi-agent cost visibility

See what each agent in your pipeline actually costs

Multi-agent AI systems introduce a cost attribution problem that single-agent setups do not have: when research agents, reasoning agents, tool-use agents, and output agents all contribute to a result, understanding which part of the pipeline drove cost — and which client or project should bear it — requires tracking at the agent level, not just the final API invoice total. Keito provides the visibility layer: each agent's token usage and API spend is attributed to the client engagement or project it served, and the total pipeline cost appears alongside the human billable hours in the same billing workspace.

Track token usage and API costs per agent within a multi-agent pipeline

Allocate orchestration costs to client engagements or internal projects

Review AI pipeline spend alongside human billable hours before invoicing

Workflow fit

Agent-level cost attribution

Keito keeps multi-agent system cost tracking connected to client, project, billable status, approval, and invoice context before the work reaches finance.

Track token usage and API costs per agent within a multi-agent pipeline

Allocate orchestration costs to client engagements or internal projects

Review AI pipeline spend alongside human billable hours before invoicing

03

What Keito adds to multi-agent system cost tracking

Per-client AI cost attribution

Keito tracks AI agent costs against the same client and project structure as human billable hours so agent spend is never invisible overhead. Agent sessions land as source-tagged time entries via the CLI, API, or Agent Skill, with LLM token costs logged as expenses.

  • Token and subscription cost capture
  • Client and project attribution
  • Reviewable alongside human time

Combined human and agent billing view

See total delivery cost — human hours and AI agent costs together — by client and project so pricing, margins, and billing decisions reflect the real cost of work.

  • Human + AI cost in one workspace
  • Project-level margin context
  • Combined billing evidence

Flat pricing for AI-augmented teams

Keito flat pricing means adding AI tracking capacity to the billing workflow does not create a per-seat cost spike as more people and more agents are involved in delivery.

  • No per-user escalation
  • Room for AI and human contributors
  • Predictable monthly tool cost
04

Compare the workflow

The difference is not just recording time. It is whether the record can support billing, project decisions, and client conversations.

Area Keito Typical setup

Agent-level cost attribution

Keito keeps multi-agent system cost tracking tied to clients, projects, billable status, approvals, and billing summaries in one workspace.

Typical setups capture time in one tool and rebuild the billing explanation later from exports, comments, or spreadsheet cleanup.

Review before invoicing

Managers review entries before they become invoice evidence, so missing context is fixed internally rather than during a client dispute.

Raw timer exports usually reach finance before delivery leads have confirmed whether the work is billable, complete, or client-ready.

Predictable team pricing

Flat-rate plans let delivery staff, reviewers, contractors, and finance users participate without per-seat pricing friction.

Per-seat time trackers make teams choose between clean billing participation and controlling tool spend.

05

Related solution pages

06

Useful reading

Frequently asked questions

What is the best way to manage multi-agent system cost tracking?

Use a workspace where time is captured against the right client and project, reviewed before invoicing, and exported as billing evidence. Keito is built around that workflow, so multi-agent system cost tracking is not separated from the approval and invoice context it needs.

Can Keito help with multi-agent system cost tracking?

Yes. Keito tracks work by client, project, person, billable status, and review state, then turns approved records into client-ready summaries. That makes it useful when multi-agent system cost tracking needs to support billing, profitability, and client reporting rather than just attendance.

How is this different from a generic timer?

A generic timer records duration. Keito records billable context: who did the work, which client and project it belongs to, whether it has been reviewed, and how it should appear in billing evidence.

03

Start solo. Add people when you need them.

Solo is built for one human owner and unlimited AI agents. Pro adds human teammates. Business adds integrations, exports, and online invoice payments.

Solo

One human owner

For independent consultants, freelancers, and small studios running work with AI agents.

$19 /mo

Start Solo
1 human owner
Unlimited AI agents
API access and API keys
Time, expenses, projects, and invoices
Agent source tracking
AI agent work invoice grouping
Most popular

Pro

Team collaboration

For teams that need shared workspaces, approvals, and team-level project visibility.

$49 /mo

Start Pro
Unlimited human team members
Everything in Solo
Team management and invites
Timesheet and expense approvals
Team reports and utilization
Per-member billing rates

Business

Advanced operations

For organizations that need integrations, exports, online payments, and stronger controls.

$199 /mo

Start Business
Everything in Pro
Xero and QuickBooks
Stripe invoice payments
CSV and Excel data export
Custom roles and SSO
Priority support
Agents are included

AI agents do not count as human seats on any plan.

API on every paid plan

Solo, Pro, and Business can use API keys for agent workflows.

Business-only payments

Stripe payments, exports, Xero, and QuickBooks are on Business.

Build a cleaner billing record for engineering teams, ai consultancies, and professional services firms operating multi-agent ai pipelines that need to track, allocate, and bill agent costs by client or project.

Start with Solo, add people on Pro when you need reviewers or collaborators, and see how Keito turns tracked effort into clearer reports.

Track multi-agent pipeline costs in Keito