--- url: https://chaoslabs.xyz/cortex title: "Cortex | Sovereign Intelligence Starts Here" description: "Cortex captures AI work across the org, turning your workflows into intelligence that you own." crawled_at: 2026-10-17T16:24:12Z ask: https://chaoslabs-xyz.ora.run/ask docs: https://chaoslabs-xyz.ora.run/docs lang: en --- Cortex # Sovereign Intelligence Starts Here. Cortex captures AI work across the org, turning your workflows into intelligence that you own. AI work visible 184 Work Units 28% Applications · Claude Slack Cursor · People 2 people · 1 agent Tools connected 128 14% · Applications · GitHub Slack · People 2 people · 1 agent People + agents 247 active 19% Applications · Notion Jira · People · 3 people · Outcomes attributed 91% 8% · Applications · Gemini Slack · People 2 people · 1 agent AI work by initiative 184 units This week Project Huron 62 · Onboarding research 47 · Code migration 31 · Applications · Cursor GitHub Slack · People 24 people · 4 agents Quality improving Onboarding research 21% Applications · GitHub Cursor Slack · People 3 people · 1 agent Policies active 38 guardrails 12% Applications · GitHub Cursor · People 2 people · 1 agent Shared context used 1,284 times 58% Applications · Jira Notion Slack · People · 2 people Routes under control 96% 7% Applications · Gemini GitHub · People 2 people · 1 agent Intelligence ready to reuse 47 assets This week Shared context 21 · Eval sets 15 · Workflows 11 · Applications · GitHub Notion Slack · People 9 people · 2 agents Private model ready Support v4 Applications · Notion GitHub · People 1 person · 1 agent Better answers 94% eval score 12% Applications · GitHub Slack · People · 2 people Cheaper runs $1.10 per eval 68% Applications · Claude GitHub · People · 3 people Faster work 2.1 days 43% Applications · Slack Notion Granola · People 2 people · 1 agent Private model cleared +12% Higher quality 82% → 94% eval score Promote model · Applications · Claude GitHub · People 1 person · 1 agent Works across the tools your teams already use. The Cortex loop ## Every interaction makes your company's AI better. Capture Capture: Cortex Sensor Cortex works in the background across the tools your team uses. Organizational intelligence improves with every loop From sessions to Work Units ## Turn your AI interactions into organizational intelligence. Detecting patterns... Cortex / Work Units 6 Active · 100% Attributed OpenSearch retrieval fix $2,410 Shipped People · Agents · Applications · + 2 · Mar 2–18 High repeated-work → cache candidate Q3 campaign brief $4,120 In Progress People · Agents · Applications · + 2 · Mar 5–now · Spans Marketing + Product Onboarding flow research $1,180 Active People · Agents · Applications · + 2 · Mar 10–now Net-new knowledge → Knowledge Object Visibility with Atlas ## See how AI works across your company, and who owns the work. Workforce & visibility People and agents in one live operating picture. Work & Attribution Connect AI activity and spend to outcomes Insights & Anomalies See which AI workflows are working (or not working). Services and owners See which agents, tools, and people own the work Atlas already observes. Intervention and Optimization with Foundry ## Turn your work into an AI model that you own. Smart Routing Assign the right model to the right tasks and workflows. Evals and Benchmarks Build proprietary evaluation sets and benchmarks from your data and workflows. Model Tuning Train and deploy AI models specialized to how your organization works. Protect & Align with Security ## See AI use on observed paths. Prove what happened. One request. A rule. A recorded outcome. Example workflow Managed path - A support summary for ticket #4821 concerns a duplicate billing charge and a refund request. - At the configured Cortex control point, Approved tools rule T-07 prevents the attempted external-tool call from executing. - The request is steered to the approved team support tool. Evidence receipt · Event · Send summary · Rule · T-07 / approved tools · Action · Steered to team tool · Owner · Support operations The separate dashed observed-only path records a request to an external provider. Record only: no Cortex intervention, and no passage through the control point. [Shadow AI Discovery Find unsanctioned AI and the data moving through it.](https://chaoslabs.xyz/cortex/shadow-ai) [AI Firewall Policy enforcement for managed agent paths.](https://chaoslabs.xyz/cortex/agent-security) [Oracle Sentinel Keep agents within mandate. Detect drift and respond with evidence.](https://chaoslabs.xyz/cortex/oracle-sentinel) Sovereign by design ## Own the intelligence your company creates. ### Without Cortex Intelligence stays scattered Useful intelligence stays trapped in separate tools and sessions. GTM launch · 14 sessions $4,210 spent Go to Rust migration · 31 sessions $7,440 spent Q3 pricing model · 9 sessions $3,100 spent ### With Cortex Intelligence compounds All of your organization's workflows and context become shared intelligence that improves with use. GTM launch · reused 6× Shared context People · + 2 · Applications · + 3 Go to Rust migration Eval set People · + 1 · Applications · + 3 Q3 pricing model Reusable workflow People · + 1 · Applications · + 3 ## Ready to build sovereign intelligence? Contact us to scope a Cortex pilot for your organization. Cortex by Chaos Labs Keep the intelligence your company creates. 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