--- url: https://chaoslabs.xyz/cortex/atlas title: "Cortex Atlas: See what your AI is really doing" description: "Atlas shows the human + AI-agent workforce, the work it produces, and what it costs, captured at the device instead of inferred from incomplete gateway logs." crawled_at: 2026-10-17T16:24:14Z ask: https://chaoslabs-xyz.ora.run/ask docs: https://chaoslabs-xyz.ora.run/docs lang: en --- Cortex [Atlas Maps activity, opportunity, and impact](https://chaoslabs.xyz/cortex/products) # Map and label AI activity. Surface opportunities for optimization. Connect people, agents, spend, and outcomes to understand where AI changes the work, and measure impact by role and Work Stream. ~80% AI-assisted work can sit outside provider dashboards and billing data. Atlas helps map it. Actual visibility varies by tool coverage, including browser, IDE, local proxy, CLI, consumer chat, and agent activity. Visibility with Atlas ## See the work behind your AI spend. See who uses AI, what work it funds, what changed, and which services are safe to scale. Cortex · Atlas 30-day workspace ### 01 · People and agents Who is using AI, and where is work changing? Atlas · Workforce intelligence · 31 people connected People Work rhythm Activity surfaces Captured activity · 30 days Claude 184 exchanges ChatGPT 161 exchanges Cursor 88 exchanges Slack 64 exchanges GitHub 43 exchanges Workforce overview ## 01 · People and agents Who is using AI, and where is work changing? · Human + AI-agent workforce See adoption, spend, and work outcomes together so every AI investment has an owner and an operating result. Last 30 days · AI adoption · 26 / 31 84% · 5 people need enablement 3 new active users this month Enablement cohort +2 · Changes to review · 4 2 policy shifts, 2 model changes Maya and Priya own the next decisions Models affected · AI spend mix · $48.2k · Claude $22.9k 48% · ChatGPT $15.4k 32% · Gemini $9.9k 20% · 3 model providers · Surface coverage · 540 captured exchanges Web 214 Desktop 126 Cloud 118 Coding agents 82 Connected applications Today's work rhythm ### 01 · People and agents Who is using AI, and where is work changing? · See what moved, who contributed, and what it cost 184 captured exchanges across 31 people. Nine highlighted work units connect outcomes, model spend, collaborators, and source evidence. Tuesday, Jun 11 People 09:00 Morning 11:30 Midday 14:00 Afternoon Priya Nair Customer support 37 exchanges · 3 work units Spend today · $4.72 · Explore workforce · Models · Apps · Collaborators · 09:15 · Morning CS-482 · Renewal risk brief Prepared the Acme renewal brief from account history and product feedback. - Identified three product gaps tied to renewal risk - Connected CS-482 to 12 supporting sources Claude $1.84 · 11:40 · Midday SUP-928 · Escalation response Turned the incident record and customer thread into a technical response. - Resolved the customer blocker in 22 minutes - Grounded the response in SUP-928 and 18 Slack messages ChatGPT $2.16 · 14:20 · Afternoon DOC-117 · Help center update Validated the new SSO guide against patterns from solved support cases. - Closed four recurring setup gaps before publication - Captured approved guidance in the support knowledge base Gemini $0.72 · Maya Voss · Platform engineering 64 exchanges · 3 work units Spend today · $12.47 · Explore workforce · Models · Apps · Collaborators · 09:05 · Morning PLAT-614 · Gateway policy rollout Converted policy exceptions into a staged production rollout plan. - Separated 14 exceptions into three controlled rollout groups - Assigned owners and rollback criteria before production Claude $4.68 · 11:30 · Midday PLAT-619 · Routing regression test Tested provider fallbacks across 418 production-shaped prompts. - Isolated two regressions before the routing release - Linked the failing prompts and fix in PR #840 ChatGPT $6.42 14:10 · Afternoon PR #842 Token budget release Shipped provider-aware token limits with operating guidance for teams. - Reduced budget overruns without changing approved workflows - Merged PR #842 and published the control specification Claude $1.37 · Jordan Silva · Product 32 exchanges · 3 work units Spend today · $4.54 · Explore workforce · Models · Apps · Collaborators · 09:25 · Morning PROD-231 · Onboarding research Converted seven customer interviews into prioritized activation themes. - Ranked three onboarding opportunities by customer impact - Connected each theme to interview notes and source meetings Gemini $0.94 · 12:10 · Midday PROD-236 · Adoption cohort analysis Connected feature behavior to retention across three customer cohorts. - Found the behavior most predictive of week-four retention - Added the evidence to PROD-236 for roadmap review Claude $2.48 · 14:35 · Afternoon PROD-240 · Launch narrative Turned approved positioning into an execution-ready launch brief. - Aligned Product and GTM on the release narrative - Connected the brief, checklist, and launch channel ChatGPT $1.12 People and agents Adoption, callouts, spend concentration, and activity across people and agents. View product The operating view ## One operating view for AI work. Every surface answers a question your leadership is already asking, from provider invoices to classified work, and from recurring work to a prioritized roadmap. Operating view ### Pulse ### Pulse What changed this week, and what should we do about it? Engineering $48.2K · Product $31.0K · Sales $22.4K · Marketing $17.8K · Support $9.6K · Operating view ### Pulse ### Pulse What changed this week, and what should we do about it? Engineering $48.2K · Product $31.0K · Sales $22.4K · Marketing $17.8K · Support $9.6K · Workforce Visibility ## See your human + AI-agent workforce in one place. A live picture of who's doing what, where, and how much of it runs without a human in the loop. - Human and AI-agent work together, not in separate tools - Automated vs. human work at a glance - Every tool on one dashboard Workforce Cortex workspace Work & Attribution ## Identify the work, then tie every dollar to it. Atlas maps raw activity into Work Units (bounded attempts with coherent outcomes) and Work Streams (durable families of related Work Units), then attributes spend to each. This lets teams value work instead of counting tokens by user. - Work Units and Work Streams tied to coherent outcomes - Spend attributed by person and Work Stream - Time, spend, risk, and value traced to the work Cost drivers Cortex workspace Operational insights ## Know what's quietly working, or quietly failing. Operational insights now live with Workforce Visibility. Atlas learns from accepted, rejected, edited, approved, shipped, reverted, passed, failed, and resolved outcomes to show where time, spend, risk, and potential value concentrate. - Outcome signals become learnable labels - Baselines by role and Work Stream - AI Opportunity Map and Intelligence Roadmap Insights Cortex workspace Enterprise Search ## Find the decision. See the proof around it. Search connected apps and captured AI work with org ground truth. Preview source evidence and retain accepted context for the next run. - Search authorized connected sources and AI work - Preview citations and source evidence - Open the context graph from any answer Enterprise Search Cortex workspace What changed in the enterprise SSO rollout? ⌘K Answer The rollout moved from September 9 to September 16 1 so Platform could complete a rollback rehearsal and finalize owner coverage. 2 The deployment checklist remains blocked on the IdP runbook. 3 3 sources Notion Enterprise SSO launch plan Maya Voss Updated 2h ago #sso-war-room Rollout date and rollback rehearsal 3 people Updated 4h ago Platform Q3 Enterprise SSO rollout 4 people 3 agents Updated 8h ago Hand off to Security ## Review AI risk on the Security pages. Atlas explains what changed in the work. Security owns shadow AI discovery, controlled-path enforcement, and investigation. - Observed activity linked to actors and non-human identities - Allow or deny Cortex-initiated MCP access on configured gateway paths - Available and configuration-gated controls by supported path MCP registry Cortex workspace On-device Capture ## Bring supported AI activity into the Work Graph. This is how Cortex connects to your organization, not a separate product. An on-device sensor and local proxy can observe supported browser, IDE, and gateway activity, subject to deployment configuration. - On-device capture for supported applications - Configurable minimization before telemetry sync - Provider and Cortex telemetry paths documented separately Capture boundary Cortex workspace ## See where AI creates value. Connect AI activity, spend, and outcomes so your next investment starts with evidence. 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