Guide · AI workflow automation
How to start AI workflow automation
Find the repeated work worth improving, choose a narrow outcome, and deploy with human ownership intact.
Read the AI workflow automation guideMakeSomeAI resources
Practical guides for teams building useful AI.
Clear starting points for AI workflow automation, custom AI agent development, and forward deployed engineering. Written for teams that want to move from a real operational problem to a system people can use.
Start here
Choose the guide that matches the decision in front of you.
Each guide answers a specific question, then points to the next step. Start with the workflow, not the tool.
Guide · Custom AI agent development
How to scope a custom AI agent
Define the job, context, action, and guardrails that turn a generic model into a useful system for your team.
Read the custom AI agent guideExplainer · Forward deployed engineering
What FDE means for an AI project
Learn how working alongside the team closes the gap between an AI idea and a deployed workflow.
Read the FDE explainerStart with work.
Look for a recurring handoff, search, response, or decision that costs the team attention today.
Use real context.
Useful systems need the sources, language, and examples that already shape the work.
Keep ownership clear.
Decide who reviews exceptions, approves actions, and measures whether the workflow is improving.