Practical writing for AI work that survives contact with operations.
Evergreen guides on choosing workflows, mapping integrations, evaluating risk, and shipping AI systems your team can actually run after the demo is over.
Built for operators, founders, and technical teams deciding what to automate first.
Product Beta4 min readUpdated May 12, 2026
Violema Controlled Beta Opens June 1, 2026
Violema is our proprietary AI coworker platform for recurring research, execution support, and workflow automation patterns. The controlled beta opens June 1 with real workflows and human control.
AI Automation Sprint: What a Two-Week Build Should Actually Ship
A practical guide to scoping and judging a two-week AI workflow sprint: what should ship, what should stay human-reviewed, and when a sprint is the wrong move.
AI Workflow Audit Checklist: How to Find the First Workflow Worth Automating
Before you buy tools, hire an AI engineer, or ask an agent to touch customer data, run this audit. It helps separate workflows that can ship in a focused sprint from workflows that need cleanup first.
Bring one workflow that is slowing the team down. We will map the inputs, tools, risks, and likely build path, then tell you plainly whether it is worth automating now.