Resources
Guides
Practical, no-hype writing on the work we do — getting time back from the routine without losing the judgment that matters. Drawn from real engineering, regulatory, and operational experience.
New to any of the terms? Start with the glossary. Or try the free “is this worth automating?” check.
Deciding whether — and what
Deciding · Getting started
How to spot the work in your operation that's worth automating
The hard part isn't automating work — it's choosing the right work to automate. Here's the simple test we use to tell a good candidate from a tempting dead end.
Read the guide →Deciding · Build vs buy
Build vs buy: when a custom AI tool beats off-the-shelf software
Most of the time you should buy, not build. Here's the honest version of when off-the-shelf wins, when a custom tool earns its keep, and how to tell which situation you're in.
Read the guide →Deciding · Responsible AI
What 'human in the loop' actually means — and when to insist on it
The phrase is everywhere, and it's often theatre. Here's what genuine human oversight actually requires — and how to tell it apart from a rubber stamp.
Read the guide →Deciding · Responsible AI
Where AI shouldn't touch your business (yet)
Knowing where not to use AI is as valuable as knowing where to. Here's the work we'd tell you to keep human — and why a vendor willing to say so is the one worth trusting.
Read the guide →Deciding · Data & privacy
Why data residency matters more than which AI model you pick
The model you use will change every year. Where your data lives, and who's allowed to use it, is the decision that actually protects your business. Here's why we lead with that.
Read the guide →
How it works, by workflow
Maintenance & reliability · Data migration
Moving off a legacy CMMS without losing 20 years of work-order history
Replacing a maintenance system is mostly a data problem, not a software problem. Here's how to move off the old one without leaving decades of hard-won history behind.
Read the guide →Proposals & estimating · Engineering & design
Turning an RFP into a first-draft proposal — without starting from a blank page
Most proposals start the same way: a blank page and a deadline. Here's how to make the first cut build itself from the work you've already done — and why a person still has to own it.
Read the guide →Engineering & design · Documentation
Keeping basis-of-design consistent across projects and clients
Design criteria get written a little differently on every project. Here's how to keep them consistent — across projects and across a client's whole portfolio — without adding a documentation chore nobody has time for.
Read the guide →Knowledge management · Operations
Why institutional knowledge walks out the door — and how to keep it
Over years, your people learn a client's preferences and a building's history. When they move on, a new person picks up the file and the relationship feels like it starts over. Here's how to make that knowledge stay.
Read the guide →Scheduling · Operations
Drafting a weekly crew schedule around availability, vacation, and certifications
Every week someone builds the schedule around who's available, who's on vacation, and who's qualified for which job — then redoes half of it when something changes. Here's how to hand the legwork to a draft you review.
Read the guide →Compliance · Documentation
Drafting compliance documentation that still passes the human check
The records, filings, and reports that have to meet a standard can't afford a mistake, so they pull a careful person off everything else. Here's how to draft them to your templates without giving up the oversight that matters.
Read the guide →Operational data · Planning
Turning the operational data you already collect into a plan
The systems you already run collect mountains of data, but turning it into something you can plan around is a job nobody has time for. Here's how to surface the trends worth knowing and act on them.
Read the guide →Education · AI in practice
AI-assisted marking that keeps the teacher in charge of every grade
Marking eats a teacher's evenings: the same rubric applied over and over, similar feedback written dozens of times. Here's how a consistent first pass can give that time back — with the teacher owning every mark.
Read the guide →
Have a problem that looks like one of these?
These guides come out of real work. If something in your operation runs on routine, there’s a good chance we can build for it.