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First-draft RFI responses, generated by AI

AI reads your drawings, specs, and standards to generate first-draft RFI responses with references and citations. You review, edit, and approve. The answer goes out faster, without sacrificing quality.

Start with $100 creditWatch 2-min demoQuestions? Chat or emailStart with a pilot project
  • Reduce response time by 60–80%
  • References actual sheet numbers
  • Human stays in control

Why RFIs are broken

RFIs are necessary. But the current process wastes engineering time and creates unnecessary risk.

  • RFIs are slow and repetitive

    The same questions come up project after project. Engineers spend hours searching drawings and specs to answer questions they've answered before. Meanwhile, contractors wait, schedules slip, and frustration builds.

  • Junior engineers waste time on document hunting

    RFI response often falls to junior staff who spend 80% of their time finding information and 20% actually answering the question. They flip between drawings, specs, addenda, and codes, often missing relevant details in the process.

  • Context switching between documents is painful

    A single RFI might require checking architectural drawings, structural details, MEP coordination, spec sections, and applicable codes. Keeping all that context in your head while drafting a response is mentally exhausting and error-prone.

  • Most "AI RFI tools" don't actually understand drawings

    Generic AI tools can process text, but they can't read construction drawings. They don't understand that Detail 3/S-401 shows a connection, or that the answer to an RFI might be buried in a note on Sheet A-204. Without drawing intelligence, AI RFI tools just guess.

What automated RFI response does

InspectMind generates first-draft RFI responses that are actually useful, because we understand drawings.

  • Generates first-draft responses

    AI produces a complete draft response that addresses the RFI question directly. Not a template, an actual answer based on project documents.

  • Reads current drawings, specs, and standards

    The system ingests your latest drawing set, specifications, addenda, and applicable codes. Responses reference the actual documents, not outdated versions.

  • Identifies where the answer exists, or doesn't

    AI tells you exactly where in the documents the relevant information appears. If the answer isn't in the documents, it says so, so you know a design decision is needed.

  • Flags cross-discipline impacts

    When an RFI response might affect other disciplines, AI surfaces those connections. "Note: This response may impact mechanical coordination, see Sheet M-301."

  • Human stays in control

    This is not autopilot. Every response is reviewed by a licensed professional before it goes out. AI reduces the time to draft a response, it doesn't remove accountability. The engineer's judgment, edits, and approval are always required.

How it works

A practical workflow that fits into ACC, Procore, or your existing process.

  1. 01

    RFI is submitted

    RFI comes in through ACC or direct upload. Procore teams can upload the exported question and context.

  2. 02

    AI ingests latest documents

    System pulls the current drawing set, specifications, addenda, and applicable standards for the project.

  3. 03

    AI searches for the answer

    AI scans drawings, specs, codes, and standards to locate where the answer exists, or identify that it doesn't.

  4. 04

    Draft response is generated

    AI produces a structured response with clear answer, supporting references, sheet numbers, spec sections, and notes on missing or conflicting information.

  5. 05

    Engineer reviews and approves

    Licensed professional reviews the draft, makes edits, adds judgment, and approves the final response.

  6. 06

    Response is returned

    Approved response is returned to ACC or exported for Procore and other project workflows.

What the output looks like

Structured, referenced, and ready for professional review.

  • Structured RFI response

    Each response follows a consistent format: direct answer to the question, supporting context, and actionable next steps if needed.

  • Plain-English explanation

    The response is written clearly, not in dense technical jargon. Easy for contractors to understand and act on.

  • Bullet references to sheets and specs

    Every claim in the response is backed by specific references: "See Sheet S-301, Detail 5" or "Per Specification Section 05 12 00, 2.1.A".

  • Citations with sheet numbers and detail IDs

    Not vague references: exact sheet numbers, detail callouts, and spec section numbers that the contractor can look up immediately.

  • Confidence and uncertainty notes

    When AI isn't certain, it says so. "Note: The documents do not explicitly address this condition. Recommend design team confirmation." Transparency builds trust.

What it's good at (and what it's not)

We're transparent about capabilities. This tool is powerful, within its scope.

Good at

  • Repetitive RFIs that ask similar questions across projects
  • "Where is this defined?" questions that require document search
  • Cross-discipline coordination checks and conflict identification
  • Referencing the latest documents, addenda, and revisions
  • First-pass responses that get engineers 80% of the way there
  • Maintaining consistent response format and quality

Not meant for

  • Final engineering judgment on complex design decisions
  • Design changes that require professional analysis
  • Sealed responses that require PE/SE signature
  • Replacing the Engineer of Record's responsibility
  • Situations requiring site visits or field verification
  • Novel problems with no precedent in the documents

Who this is for

  • Architecture firms

    Handling hundreds of RFIs across multiple projects

  • Engineering firms

    Structural and MEP teams drowning in coordination RFIs

  • Owner's reps

    Tracking and expediting RFI responses across trades

  • Large project teams

    Multifamily and commercial teams with high RFI volumes

Best fit for teams that:

  • Handle 100s–1000s of RFIs per year
  • Already use ACC or Procore
  • Have internal RFI response standards
  • Want speed without sacrificing quality
  • Have junior staff handling RFI research
  • Need consistent response formatting

Integrations & deployment

Fits into your existing workflow. No disruption required.

  • Autodesk Construction Cloud

    Direct integration with ACC for seamless RFI workflow

  • Procore

    Export approved responses for import or reference in Procore

  • API / Webhooks

    Connect to your existing systems and custom workflows

  • Spreadsheet export

    Export responses in Excel or CSV for any use case

  • Internal standards ingestion

    We can ingest your firm's internal standards, response templates, and preferred formatting. AI learns how your team writes RFI responses and maintains consistency with your established practices.

Security & data handling

  • Customer-owned data

    Your documents and RFIs remain your property. We process them to generate responses, we don't claim any rights to your content.

  • Your data stays yours

    We don't train public AI on your documents; you can opt out of document model improvement at [email protected]. Your proprietary information stays proprietary.

  • Cloud-hosted infrastructure

    Secure AWS cloud infrastructure with encryption at rest and in transit.

  • Deletion on request

    Request deletion of your data at any time. We'll remove it from our systems within the timeframe specified in our data policy.

Pricing & availability

Automated RFI Response is available as a pilot program or as an add-on to existing InspectMind accounts.

  • Pilot program available

    Test on a real project before committing.

  • Priced based on volume & usage

    Scales with your RFI load.

  • Early access for existing customers

    Current InspectMind users get priority.

Talk to us about automated RFI responsesStart with a pilot project