An RFI package. A bid calendar. A project cost update with the change orders folded in. Every one of these starts the same way: someone opens a set of documents nobody had time to read closely, hunts for the parts that touch your scope, and turns the findings into something a team can act on. That reading is the part of project management that never lands on a schedule and always lands on your evening.
A civil GC we work with ran a full pre-construction workflow through the agent, triage, bid package, and spec review, and clocked it at about 7 minutes against 112 to 154 hours of manual work. Your version might be an afternoon, not three weeks. But an hour a day of document scrubbing at a fully loaded ~$65/hr (a real customer’s math: $50/hr plus 30% burden) is roughly $325 a week per PM you’re paying to read pages instead of run jobs. Here is what PMs asked for this week.
Scrub the structural pages, then place the RFIs
The biggest ask this week was building an RFI package straight off a plan review, scope-filtered so you only chase what actually hits you:
“i want you to scrub the structural pages first, we are looking for RFIs that will only have an impact on my scope, concrete, masonry, composite decks and rough carpentry”
“lets move to the architecutral pages now, and begin that cross refernce… i need you to place the rfis onto this page”
“spend the timed needed to provide a comprehensive RFI package, do not spend time doing something half baked”
You point the agent at the structural sheets, name your trades, and it comes back with the conflicts and gaps that touch concrete, masonry, decks, and carpentry, not the fifty that don’t. Then you move it to the architectural set for the cross-reference and it places the RFIs onto the page where they belong. The manual version of this is one person reading every sheet twice, once for their scope and once to catch what the first pass missed. The half day you’d spend building that package is a half day the RFI sits unasked, and an unasked RFI is a field conflict that surfaces during install instead of during review. Getting it out the door early is the whole game.
Every date and every alternate, pulled from the bid set
The second pattern was extracting the calendar and the hidden scope items out of a bid package before anyone commits a number:
“Go through all the documents for Medina Valley elementary school and give me the important dates. Pre-bid meetings, site walks, RFI due date, bid date, etc.”
“Search all documents for required alternates. Show me them based on what division is affected”
“are there any allowances or alternates”
You feed it the full document set and get back the pre-bid meeting, the site walk, the RFI cutoff, and the bid date, in one place, before a missed deadline quietly disqualifies you. Then you ask for alternates and allowances, sorted by the division they hit, so nothing scoped in the fine print shows up as a surprise after award. Reading a bid package cover to cover for dates and alternates is a couple of hours you spend before you even know if the job is worth chasing. The two hours the agent gives back is the buffer between a bid you rushed the night before and one you had time to actually check.
A full project update, change orders folded in
The third pattern was project cost tracking and progress reporting, the recurring paperwork that keeps ownership and the field looking at the same numbers:
“can you please give me a full report of progress on project 26-141 and save under the project manger folder”
“please redo 26-141 get me full project update with change orders added”
“please use this project cost tracker and update all information from our systems”
You ask for the progress report on a project, it pulls the current state and files it where your team looks for it. You ask for the redo with change orders folded in, and the update reflects the scope that actually moved, not the scope you booked at kickoff. Then it reconciles the cost tracker against your systems so the number in the report matches the number in the ledger. Building a full project update by hand, cross-checking change orders against the original budget, is the kind of task that gets pushed to Friday and then to next Friday. The couple of hours you’d spend reconciling it is time the number is stale, and a stale cost number is how a project quietly slips past its margin before anyone flags it.
What this changes for you
The shape of every PM ask this week was the same: a stack of documents comes in, and the reading-and-assembling that used to eat your evening turns into a few minutes of review. Plans to a scope-filtered RFI package. A bid set to a calendar and an alternates list. A project number to a current cost report with the change orders in. Your judgment still decides which RFIs to send, which job to chase, and what the report means for the crew. The agent just keeps the paperwork from being the reason any of it is late.
If you run projects, start with the one you dread: point the agent at your next plan review, name your scope, and ask for the RFI package. It comes back filtered to the trades you actually carry, and you send it while there’s still time for an answer.
