AI OPERATING SYSTEM
Your company, running on intelligence.
Cortex is AE's framework for building an AI operating system into your organization. We connect your company's knowledge, workflows, and people through an intelligent layer your leadership team can see and steer.
THE PROBLEM
Your AI needs an operating system.
Most companies have adopted AI tool by tool. A copilot here, a chatbot there, a few automations someone built on a Friday. Twelve months later, there are dozens of AI touchpoints and zero connective tissue between them.
The result: duplicated knowledge, siloed agents, no organizational memory, and a leadership team making strategic decisions without visibility into what their AI systems are actually doing.
THE FRAMEWORK
We call it Cortex.
Cortex is a five-layer system that gives your organization a connective intelligence layer. The layers reinforce each other and AE builds them in parallel where possible, so your team is learning and using the system as it grows.
Discovery & Mapping
A complete operational audit of your systems, data flows, decision patterns, and team capabilities. This becomes the foundation everything else builds on.
Knowledge Graph
Your organization's knowledge, structured into a privacy-aware graph that agents and people can both query. Documents, processes, expertise, and relationships, all connected and searchable.
Agentic Workflows
Production AI agents that handle real business processes end to end. Each workflow has clear human checkpoints and runs on top of your knowledge graph.
Intelligence Layer
A strategic surface for leadership. Observability across all AI operations, cross-functional insight, anomaly detection, and the data to make better decisions about where to invest next.
Human Integration
Clean handoffs between AI and people at every decision point. Role-specific training so your team knows how to work with the system, steer it, and improve it over time.
START HERE
The AI Operating System Map
Discovery & Mapping works as a standalone 2–3 week engagement. We audit your AI tools, workflows, knowledge, and governance gaps, then deliver a prioritized roadmap your team can act on immediately.
BUILT WITH TRUST
Privacy is foundational.
The knowledge graph is built with access controls and data sovereignty from day one. Your data stays in your environment. Every agent operates within defined permission boundaries. Every query is auditable. We design the privacy model before the first node is created.
THE ENGAGEMENT
Five phases. Value at every one.
Discover
2 weeksDeep dive into your organization: systems, data flows, decision patterns, team capabilities. We deliver a complete operational map and a prioritized roadmap for the full build.
Architect
2–3 weeksWe design your knowledge graph schema, agentic workflow specifications, and intelligence surface. Privacy model, access controls, and integration points are defined here. Your team reviews and approves the architecture.
Build
8–12 weeksAE engineers build the system in weekly sprints. You see working software every Friday. The knowledge graph populates, agents come online, and the intelligence surface takes shape.
Activate
2–4 weeksWe deploy the system into your operations and train your team. Role-specific sessions, documentation, and embedded support during the first weeks of production use.
Evolve
OngoingThe system grows with your organization. Quarterly reviews, new workflow deployments, and continuous refinement of the intelligence layer. Many Cortex engagements are ongoing partnerships.
WHAT YOUR ORG LOOKS LIKE
Intelligence as infrastructure.
Institutional knowledge that's queryable
Every document, process, and piece of expertise your org has, structured and accessible to both people and agents. New hires onboard faster. Decisions reference the full picture.
Workflows that run themselves
Processes that used to take days take minutes. Human judgment is preserved where it matters, automated everywhere else. Your team focuses on the work that requires taste and expertise.
Leadership sees the whole system
Strategic insight across the organization, updated continuously. You see what's working, what's stuck, and where to invest next. No more quarterly lag between reality and your data.
Your team gets better at AI
Hands-on training builds internal capability. Your people grow alongside the system, and the system improves from their expertise. The org compounds, quarter over quarter.
WHY AE
We run this ourselves.
AE Studio runs AI-native intelligence loops across our own projects, deals, and people. Cortex comes from the same architecture we use internally. We've hit the edge cases, debugged the integration quirks, and learned where the real value compounds. Ten years building production AI, bootstrapped, ~150 senior professionals, with frontier research running alongside client work.
The team that designs the system is the team that builds it. No handoff between consultants and engineers.
Active AI research with DARPA and Anthropic. We study how models reason, fail, and improve. That depth informs every recommendation.
Working software every Friday. Weekly demos with stakeholders. You see the system taking shape in real time.
AE's mission is to increase agency for all conscious beings. We run an active alignment research program. That conviction shapes how we build: technology that increases your team's agency and works the way you need it to.
LET'S TALK
Bring us the hard problem.
We'll bring the team that ships.