Implemented project
Knowledge assistant
Find an answer in prepared documents and continue with retained context. Follow a fictional Atlas question through retrieval, tools, and conversation state.
Follow the exampleUse cases.
Explore practical workflows for knowledge assistants, job search, agency research and venture diligence. Use the readiness method to choose a first pilot.
On this page
Illustrative workflow
Job search and continuous learning
Connect targeting, applications, outreach, interviews, and self-learning. Keep an opportunity pipeline, stage briefs, and a learning record connected.
Explore the career cycleIllustrative workflow
Client research and agency workflow
Start with a ten-account shortlist, choose three for focused briefs, and prepare tailored pitch packages. Explore the account-learning loop after the conversation.
Explore the agency workflowAssessment method
AI and data readiness
Rank opportunities, review data and integration gaps, and define one pilot with a baseline, owner, and evaluation plan.
View the assessmentPublic-source research
AI Harness Landscape
Compare seven public AI products through workflow, integration, review, adoption, and economics. Develop a source-linked research brief.
Read the researchHave a similar workflow in mind?
Discuss a scoped workflow project with Michael Lvov. Independent work at Nora SuperIntelligence Lab informs his engineering services: readiness assessments, architecture reviews and scoped prototypes with an evaluation plan.