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AI Context Operating System — Evaluation & Full Build

Adam K.
By Adam K.5.0· 19 reviewsAI & LLM Automation for Businesses | Built Systems for Disney & Goldman

Organizations that want every employee to have an AI partner that understands their company, their role, and their workflows — not a generic chatbot. Most companies adopt AI tools and get generic results because the AI has zero context about the business. A Context Operating System fixes that. It's the infrastructure layer between your team and AI — a structured framework of business context, SOPs, connectors, and custom skills that turns a blank-slate assistant into one that works like a trained team member from day one. What's included: -- Discovery sessions: audit of team roles, workflows, tools, and knowledge gaps -- Design and build of a role-specific Context OS for your organization — structured markdown frameworks containing your business context, SOPs, decision criteria, and institutional knowledge -- Configuration of AI workspaces per team or role: custom skills (reusable automated capabilities), connectors to your existing tools (Slack, Google Drive, CRM, databases, etc.), and tailored instructions -- Integration testing: validate that every workspace produces accurate, context-aware outputs on real tasks -- Documentation and training: your team walks away knowing how to use, maintain, and extend the system as your business evolves -- 1 week of post-delivery support for tuning and optimization

What's included

Coaching Time20h–25h of coaching · Live Sessions$7,500
Total$7,500
  • Configured AI workspaces per team/role
  • Complete library of structured context files, connected integrations, documented custom skills, and a maintenance guide.

Meet your expert

Adam K.

Adam K.

AI & LLM Automation for Businesses | Built Systems for Disney & Goldman

5.019 reviews
545Min coached
27Followers

I'm Adam King, founder of Optimal — an AI automation company based in New York City. I am a triathlete, a foodie, and a people person. I began my career in venture capital and private equity, and have since transitioned into AI automation. I have worked with two different YC-backed AI companies, where I led the design and implementation of bespoke AI automation systems for companies across industries. Every business is different. The preschool network running a million-dollar food program has nothing in common with the private credit firm closing fund deals, but both are drowning in manual processes that AI can handle. My job is helping businesses know where to start, before scoping and implementing systems that we embed into their processes.

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