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 →Material submittal review is two hours of careful attention. Most of that attention is pattern-matching.
Material submittal review means checking products against specs, plans, and agency standards. How an AI agent runs the conformance pass and what stays human.
Read it →Contract review for a civil engineering firm is two to three hours of a principal’s time. Almost none of it is judgment.
A client contract review is hours of clause pattern-matching before any judgment. How an AI agent flags indemnity, IP, liability, and insurance risks.
Read it →Writing a civil engineering proposal takes most of a day. Most of it isn’t scope judgment.
A civil engineering proposal takes most of a day, and most of it is not scope judgment. How an AI agent handles jurisdiction research, scope, and assembly.
Read it →A site feasibility study is 20 to 30 hours of production work. Most of it isn’t judgment.
A site feasibility study is 20 to 30 hours of research and assembly. How an AI agent builds the zoning, utility, and financial picture developers rely on.
Read it →Existing utility research is clerical work before design can start. The same pattern, different states, every project.
Existing utility research is hours of provider lookups and drafting before design. How an AI agent builds the provider outreach package for any US state.
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.