Your AI Work,
Finally Organized.

Most organizations can't say what AI actually does for them and what it costs. Atlas let's you declare your workstreams, then detects the activities behind every prompt, attributes the spend to them, and gives engineering and finance one shared, compliant view.

Why Atlas

Understand How Your Organization Uses AI.

See What AI Actually Costs

Atlas classifies every activity and attributes the spend across workstreams, teams, models and activity types, no guesswork.

One View for Finance & Engineering

Capex/Opex split to your accounting standards, per-team budgets and real-time alerts give both sides one shared, compliant view of every token and dollar.

Set Up Savings, Free

Free to start and no code changes. Atlas shows how much of each workstream is addressable on the marketplace, so turning on Keld Relay routing is a switch you flip, not a rebuild.

Workstreams

Workstreams: The Way
Your Business Actually Works.

A Workstream is a declared line of work with owner, goal and budget: a project, a marketing campaign, a customer effort, a GTM phase, an engineering repository. It is the only thing you define. Everything else Keld infers, and every activity, dollar and outcome rolls up to the workstream, so understanding your AI work becomes the thing that lets you optimize it.

  • Track projects, campaigns, customers, repositories and anything else you run
  • Declare a workstream in a few clicks, or import from Notion, Monday.com and Jira
  • Activities attributed automatically, across sessions, people, and agents, with no tagging and no behaviour change
  • Outcome-based ROI per workstream: cost per resolved ticket, closed deal, shipped feature or document processed
  • See how much of a workstream is addressable on the exchange, and how much you can save
Onboard everyone

Add Your People
and Agents.

Bring your whole organization onto Atlas in minutes. Add people by email, domain or SSO group, register agents and services by key, and Atlas auto-maps each one to the work it does. Every human and every agent is covered, so not a single token goes unaccounted for.

  • Add people by email, domain or SSO group in one click
  • Register agents, services and CI jobs by API key
  • Auto-mapping assigns each member to teams and workstreams
  • Full coverage for humans and agents, no token left behind
Classify & report

Every Token and Dollar,
Accounted For.

Behind every prompt there is real work. Atlas breaks it into activities and classifies each one into an activity type, what is being done, in the context it's being done in, then attributes the spend so you see exactly where AI money goes, by workstream, team, model and activity type, with Capex/Opex split to your accounting standards.

  • Work classified into an activity type: text creation, coding, transcription and more
  • Spend by workstream, team, model, activity type and Capex/Opex
  • Activity types are the unit Keld routes, including reporting and optimization
  • Per-team and per-workstream budget envelopes with real-time threshold alerts
Spend by workstream & activity type● Live
Capex
$18,400
R&D Infrastructure · 67%
Opex
$9,000
Operations · 33%
Coding
$12,400
Text creation
$8,100
Extraction
$4,700
Transcription · flex
$2,200

Product team nearing monthly budget limit
Signal

Your Prompts Never
Leave Your Device.

Keld Signal detects the work on your own machines and sends only labels to Atlas. Signal classifies entire conversations rather than isolated turns, so tasks and activities are identified with far higher accuracy. Prompt and response content stays with you, always. Zero Data Retention, by design.

  • Prompt and response content never leaves your machine
  • Conversation-level understanding: whole sessions, for materially better accuracy
  • Labels only: activity type, workstream, model, token count, timestamp
  • Zero Data Retention, encrypted in transit
  • One app for macOS, Windows and Linux
Deploy

Run Atlas Your Way.

Hosted

Fully managed by Keld. Multi-AZ redundancy, 99.99% SLA, auto-scaling and managed upgrades.

Self-hosted Atlas

Run Atlas in your own environment. Air-gapped option, full ZDR support.

No Lock-in

Switch the provider behind any model with a single config change. Run several simultaneously.

Keld Relay · private beta

Turn Understanding Into Savings.

Keld Relay routes your activities to the best-value provider that fits — any kind of work, interactive prompts included. Pick the activity types you want to route, set a ceiling, and Relay does the rest. Deadline-tolerant work can go flexible for deeper savings, but nothing has to wait. No code changes.


Interactive by Default

Live coding, chat and text creation route in real time. Flex is an option, not a requirement.

Routed by Activity Type

Rules pick slices of work — "all short text creation in this workstream" — and clear them on the best provider that fits.

No Code Changes

Atlas routes centrally, with route, price paid and savings recorded per activity. Your apps stay untouched.

Start Understanding Your AI Today.

Create a free account, declare your first workstream, install Keld Signal across your team, and watch Atlas classify every activity and attribute the spend automatically. No code changes, labels only, free forever to understand and report.