Articles, workflow guides, and tools
Three ways in: implementation thinking, sector-by-sector workflow guides, and practical tools for choosing what to fix first.
Recent implementation thinking
Start with the tradeoffs behind AI implementation, workflow cost, software choices, and the first workflow worth fixing.

How to Choose the First Workflow to Improve with AI
Choosing the first AI workflow is a business decision: value, data readiness, adoption, feasibility, and speed to impact all matter.

Best AI Implementation Partners 2026: An Honest Comparison by Fit
An honest 2026 comparison of AI implementation partners by fit, with real firms, source links, and no fake rankings or review claims.

Build vs Buy AI: When to Build, Buy, or Implement First
A practical build vs buy AI guide for operators choosing between software, custom work, or an implementation path starting from $4,000/month.
Guides for the operating work
Pick a workflow guide when you want the record, the queue, the data behind a real process, who checks the work, and what the first month looks like.
Supply chain exception reporting
How to Build Supply Chain Exception Reporting That Teams Actually Use
A practical guide to supply chain exception reporting: late shipments, stockouts, supplier misses, document gaps, owners, review rhythm, and AI support.
Production schedule variance
How to Fix Schedule Variance Before You Buy Production Scheduling Software
Fix schedule variance with a frozen baseline and an owned variance queue, then decide what production scheduling software is worth buying.
Candidate screening and shortlist review
How to Build a Candidate Screening and Shortlist Review Workflow
A practical guide to candidate screening and shortlist review workflows that connect role criteria, candidate facts, source evidence, recruiter notes, review status, and next steps.
Claims intake and triage
How to Build an Automated Claims Intake and Triage Workflow
Automated claims processing starts with claims arriving complete, sorted by severity, and routed with reasons while claim decisions stay with adjusters.
Warehouse pick-pack handoff
How to Fix the Warehouse Pick-Pack Handoff Before Promises Break
A practical guide to warehouse pick-pack handoffs across orders, inventory, WMS tasks, packing constraints, customer promises, and exception review.
Underwriting submission review
How to Build an AI Underwriting Submission Review Workflow
How to run AI underwriting inside insurance submission review, with a complete packet, early appetite triage, and underwriters keeping every decision.
Tech Stack Tools
Curated collection of essential software tools for fast growing companies.
More practical workflow tools are on the way.