How the work actually gets done.
One workflow at a time: what it involves, what it used to take, what an agent changed, and what stays human. Written by the engineer who built the agents and runs them on real projects.
A fire flow report is a full day of work. Most of it isn’t engineering.
A fire flow report is a full day of work and most of it isn't engineering. How an AI agent handles flow tests, EPANET modeling, and CFC Appendix B sizing.
Read it →The first question every principal asks: how do you trust what gets stamped?
The first question every principal asks before stamping AI-assisted work. How a multi-agent QC gate checks completeness, methodology, and format.
Read it →What it takes to size a domestic water system, and what changed when the model stopped being built by hand
Sizing a domestic water system is demand math, a model, and a pressure check. How Hunter's curve, UPC Table 610.3, and EPANET run without hand assembly.
Read it →What it actually takes to produce a SWPPP, and what changed when I handed the assembly to an agent
A SWPPP is a document-heavy day of assembly and cross-referencing. How an agent handles RUSLE soil loss, permit risk level, and the BMP narrative.
Read it →What it takes to design a sanitary sewer (and a septic system), and what changed when I handed the production to an agent
Reach-by-reach Manning hydraulics and the writeup eat a day per sewer design. How an agent produces the gravity calcs and septic sizing, and what stays human.
Read it →Start with an AI Readiness Audit, scoped to firm size ($5K–$12K).
1–2 weeks, scoped to firm size. We map your workflows, identify 5–7 highest-value opportunities, and hand you a written report with hours saved and P&L impact. The audit fee is credited toward deployment if you proceed.