Can an architecture or engineering firm license its business records to AI companies?

Updated October 25, 2026 · How we research

What systems does an A&E firm usually run on?

Architecture and engineering (A&E) firms usually run two kinds of systems. The first is design and document tools: modeling and drafting software, plus document management for drawings, specifications and submittals. The second is business software. Deltek, for example, describes Vantagepoint as cloud ERP (enterprise resource planning) for A&E and consulting firms that combines project management, accounting, business development and resource planning, and Ajera as project and accounting software for smaller firms.

Around those sit email, which carries most coordination with clients, consultants and contractors; RFIs (requests for information) and submittal logs; meeting minutes; proposals; and time and expense records.

Which records may interest buyers?

A&E work produces a lot of reasoning in writing: why a design choice was made, how a code question was answered, how a conflict on site was resolved. Records that capture that reasoning are often more interesting than finished drawings.

• RFI responses and design coordination threads, with client and project identifiers removed.
• Internal design standards, detail libraries and specification templates your firm wrote.
• Quality control checklists and peer review procedures.
• Proposals and fee-estimating methods, with client names and pricing removed.
• Project management procedures, lessons-learned notes and training material.
• Drawings and models only where you hold the rights and the client contract allows it.

Who owns the drawings?

It depends on the contract. Under the AIA (American Institute of Architects) B101-2017 owner-architect agreement, the architect and its consultants are the authors and owners of their instruments of service, meaning the drawings, specifications and other documents they produce, and keep copyright. The owner receives a license to use them only for building, using, maintaining and altering that project.

Many clients use their own contracts instead, and some require that the client owns all project documents. Public agencies and large institutional clients often do. Check each agreement.

Copyright law adds a layer. The U.S. Copyright Office protects the design of a building as an architectural work when it appears in the building or in plans, and treats technical drawings as a separate kind of work. Where a design was a work made for hire, the employer is the author. Designs your firm received from a client or another consultant are not yours to license.

What other rights and professional cautions apply?

Professional ethics. The NSPE (National Society of Professional Engineers) Code of Ethics says engineers should not reveal facts, data or information without the prior consent of the client or employer, except where law or the code allows it. It also says designs a client supplies remain the client's property and should not be duplicated for others without permission. State licensing boards set their own rules of conduct, and architects have parallel ethics codes, so check the ones that apply to your licensees.

Client confidentiality clauses. Many professional services agreements include confidentiality terms that cover project information, even where the firm keeps copyright. Ownership and permission to disclose are separate questions.

Security-sensitive projects. Drawings of utilities, data centers, government buildings, schools and critical infrastructure can reveal security details. Some public contracts restrict handling of such information. Leave these out unless your lawyer and the client clear them.

Personal data. Email and project files contain names and contact details of client staff, contractors and homeowners. State privacy laws can apply; the employee and customer privacy guide explains which businesses they reach.

What should an A&E firm leave out?

• Drawings, models and specifications the client owns or that are covered by confidentiality terms.
• Designs and documents received from clients or other consultants.
• Security-sensitive project information and anything under restricted-handling rules.
• Sealed or stamped documents, unless cleared, since the seal links them to a licensed professional.
• Client names, project addresses, fees and contract terms.
• Homeowner and client staff personal data.
• Claims, disputes and correspondence with insurers or lawyers.

How should an A&E firm get started?

Pull your standard contract forms and your largest client agreements, and note for each whether the firm or the client owns the documents and whether there is a confidentiality clause. Internal standards, detail libraries, procedures and anonymized RFI threads are usually the cleanest starting point, because the firm wrote them for its own use.

The guide on who owns the data walks through the ownership questions in more detail.

General information, not legal, tax or financial advice.