RFI backlog is the silent budget killer on every commercial job
The average commercial construction RFI takes 9.7 days to close, according to the Navigant Construction Forum's benchmark studies referenced across the AEC industry. On a mid-sized commercial project running 400 to 800 RFIs over its lifecycle, that is thousands of days of accumulated delay parked inside your project inbox. Every day a wall RFI sits unanswered is a day the framer stands down. Every day a mechanical RFI sits unanswered is a day the coordination clash goes unresolved and the owner change order gets closer. Your project engineers are not slow. They are drowning in a volume of inbound coordination that no human team can keep up with using email, spreadsheets, and a Procore inbox tab.
MiOpsAI runs project communications, RFI drafting, submittal tracking, and non-drawing operations for commercial general contractors. It plugs into your existing project setup, whether that is Procore, Autodesk Build, or a shared drive and email stack. Every RFI that lands in the project inbox gets read, categorized, cross-referenced against the spec section it cites, and given a draft response ready for your PM to review. Every submittal gets tracked from architect return to sub distribution. Every superintendent daily report gets summarized into the owner update your PM would otherwise have written by hand at 9pm.
What LizziAI does on a commercial GC project
LizziAI is the workflow AI that sits inside every MiOpsAI project inbox. On a commercial GC deployment, she reads every inbound email tagged to the project, identifies whether it is an RFI, a submittal question, a change order request, or a routine coordination note, and drafts the response. For an RFI, she pulls the referenced spec section, checks against the drawing set indexed at project setup, cross-references any prior RFI on the same detail, and hands the PM a draft that reads like the PM wrote it. The PM reviews, corrects if needed, and sends. What used to take 45 minutes of digging through drawings and typing takes 3 minutes of reading.
She also chases. If a submittal has been sitting with the architect for 12 days past the return date, LizziAI drafts the follow-up. If a sub has not returned a signed change order, LizziAI drafts the reminder. If the owner has not paid the last pay app, LizziAI drafts the collection note routed through the PM. This is the coordination work that eats every commercial project engineer's day. Automating the drafting layer while keeping human approval on every outbound message is the difference between a PM who ships and a PM who is buried. See how LizziAI works for the mechanics.
The Command Center chairs that matter for a commercial GC
The MiOpsAI Command Center ships with AI chairs that specialize by function. For a commercial GC, the chairs that typically pay for themselves in the first 60 days are the Operations chair (project data hygiene, submittal tracking, RFI aging reports), the Growth chair (bid pipeline management, prequalification chase, subcontractor outreach), and the Finance chair (pay app draft assembly, change order log, cost report narrative). Chairs are $250 per month each on top of your base plan. You do not need all seven chairs to start. Most commercial GCs run 2 or 3 chairs in the first quarter, then add as the value compounds.
The chairs are not standalone bots. They coordinate with LizziAI and with each other through the shared Hive that holds every project artifact. When the Operations chair flags an aging submittal, the Growth chair sees it if the affected sub is also on a prequalification renewal, and Finance sees it if the delay puts a pay app at risk. This is what a $250-per-month chair actually looks like at work: not a chatbot answering questions in isolation, but a specialist that knows about every other specialist and pulls them in when it matters.
How this cuts RFI turnaround in half
The 9.7-day industry average for RFI closure breaks down roughly like this: 3 to 4 days sitting in the PM inbox waiting for someone to read it, 2 to 3 days for the PM to research the response, 1 to 2 days for architect or engineer review if the RFI escalates, and 1 to 2 days for the final response to route back. MiOpsAI compresses the first two phases, which is where most of the calendar time hides. Inbox intake is real-time: LizziAI reads and categorizes every RFI within minutes of it landing. Draft response is same-day: for standard RFIs that reference existing spec sections, the draft is in the PM's queue within an hour. The PM's review time drops from 45 minutes to 5 to 10 minutes because the research has already been done and the citations are in the draft.
On projects we have modeled, this compresses average RFI turnaround from the industry benchmark of 9.7 days to 4 to 5 days. That reclaims 5 days per RFI. On a 400-RFI project, that is 2,000 days of accumulated delay pulled out of the schedule. Not every one of those days shows up on the critical path, but even 10 percent showing up on critical path items is 200 days of schedule recovery on a single job. That is the number that ROI conversations for commercial GCs actually get built around.
What this costs compared to a full Procore deployment or a Buildertrend seat
Procore's project management platform is quoted around $667 to $1,000 per user per month depending on modules and volume, per industry pricing benchmarks. Buildertrend runs $199 to $499 per month per company with per-project add-ons. Autodesk Construction Cloud is similar to Procore at the enterprise tier. These are excellent platforms for what they do, which is store drawings, coordinate schedule, and hold the project record. They do not draft your RFI responses, they do not chase your submittals, and they do not summarize your daily reports into owner updates. That is human work on top of those platforms.
MiOpsAI is the AI layer that runs on top of whatever project platform you already use. Growth plan starts at $299 per month for the base platform. Chairs are $250 per month each. A typical commercial GC deployment with 3 chairs runs about $1,050 per month for the AI layer, on top of your existing Procore, Buildertrend, or Autodesk seats. The math works when even one PM saves 8 to 12 hours a week on communication and coordination drafting, which is where every commercial GC deployment we have talked to lands within 60 days. See the pricing page for full details.
How a MiOpsAI deployment works on a commercial project
Week one is spec set indexing and project inbox connection. We ingest the drawing set, the specification manual, the schedule of values, and the sub list into the project Hive. Week two, LizziAI shadows your PM: reading every inbound email, drafting responses in a review queue, waiting for your PM's corrections to learn your voice and your standards. Week three, LizziAI starts sending routine responses with PM one-click approval instead of full rewrite. Week four, we layer in the Operations chair for submittal tracking and RFI aging reports. Month two, we typically add the Finance chair for pay app assembly. Most PMs report reclaiming 10 to 15 hours per week by end of month one. Cancellation requires 60-day written notice.
Frequently asked questions
Does MiOpsAI replace Procore or Autodesk Build?
No. MiOpsAI is the AI layer that runs alongside your existing project management platform. It reads the project inbox, drafts responses, tracks submittals and RFIs in its own Hive, and keeps your team out of the daily fire drill. Your drawings, schedule, and project record stay in Procore, Buildertrend, Autodesk Build, or wherever you keep them today. Most clients use both.
How does the platform handle drawing revisions?
At project setup, we index the current drawing set into the project Hive. When a revision drops, you upload the updated set and LizziAI reindexes. Any open RFI or submittal that references a superseded detail is flagged for review so nothing gets responded to against stale drawings. The revision history is preserved.
Can subcontractors use MiOpsAI directly?
Subs interact with MiOpsAI the way they interact with your PM today: through email, phone, and portal messages. LizziAI handles the drafting on your side. Subs do not need a login or a training session. Their existing workflow does not change. This is important because most subs will not adopt a new portal, but every sub uses email.
What about safety, quality, and daily reports?
Superintendents can email or forward daily reports into the project Hive. LizziAI extracts the key items (weather, manpower, deliveries, incidents, quality issues), rolls them into the daily project log, and drafts the weekly owner update. Safety incident reporting still runs through your OSHA-compliant reporting workflow because that is regulated documentation, not the routine daily log.
Does this work for design-build or CM-at-risk delivery?
Yes. The workflow patterns for design-build shift some of the RFI drafting toward the design team side, and CM-at-risk shifts the pay app and change order narrative work toward the owner side. Both are supported. During onboarding we tune the chair mix to your delivery method.
How do I get started?
The Growth plan is $299 per month for the base platform. Chairs are $250 per month each. Most commercial GCs start with 2 or 3 chairs. Request access to book a walkthrough or check the commercial construction industry page for more on the deployment model. Cross-check with the Procore alternative page if you are actively evaluating platforms, or the real-time budget page if margin tracking is your top priority.