Responsible AI in Architectural Practice: Key Takeaways from the AIASF Small Firms Program

Artificial intelligence is becoming part of everyday architectural practice, supporting research, correspondence, proposals, design exploration, documentation, and firm operations. As these tools become more capable, firms must also consider security, confidentiality, professional responsibility, and client trust. These topics were discussed during AI in Architectural Practice: Adoption, Responsibility, and Risk, an AIASF Small Firms program held…

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The Submittal Lifecycle Skill: Building One End-to-End AI Workflow

From Three Workflows to One Complete Submittal Lifecycle Submittals are essential to construction administration, but managing them can consume a significant amount of an architecture firm’s time. Each package must be received, logged, compared against project requirements, reviewed, returned, tracked, and sometimes processed again as a resubmittal. The work demands professional judgment, yet it also…

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The AI-Enabled Submittal Process for Architects Part 3: Tracking Architectural Submittals and Resubmittals

AI Closes the Loop on the Architectural Submittal Process Submittal review does not end when an architect returns a package marked “revise and resubmit.” Someone still has to track the open item, receive the next revision, compare it with the original submission, confirm whether every comment was addressed, update the project record, and prepare the…

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The AI-Enabled Submittal Process for Architects Part 2: Submittal Review

How AI can organize the evidence while the architect keeps the decision Submittal review is not difficult because of one isolated comparison. The burden comes from repeatedly moving between specifications, drawings, schedules, product data, review templates, prior decisions, and correspondence – often under tight deadlines and within a fee-compressed phase of the project. In Part…

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The AI-Enabled Submittal Process for Architects. Part 1: Intake 

A single submittal is usually manageable. It arrives, someone checks it, logs it, routes it to the appropriate reviewer and returns the response to the contractor.  The challenge appears when that process is multiplied across dozens, or potentially hundreds of submittals and resubmittals on multiple active projects.  What looks like a straightforward workflow quickly becomes a significant administrative…

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Before Your Architecture Firm Deploys AI Agents, Understand the Cost

“A workflow that costs $10 but saves a principal two hours may produce an excellent return. A recurring agent that costs hundreds of dollars but creates little measurable value should be redesigned or discontinued.” AI adoption in architecture firms usually begins quietly. A few employees open personal ChatGPT accounts. Someone uses Copilot to summarize meeting…

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Why Organized Data Is the Foundation for AI Success

Data organization. In this episode of Design Under Influence, Alex sits down with Liz, Megan, and special guest Basil to talk about the foundation work that must happen before AI can deliver real value. From folder structures to workflow discipline, the conversation makes one thing clear: AI is only as powerful as the data you…

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AI in AEC: Stop Chasing Tools. Start Fixing the Business.

Artificial intelligence is rapidly becoming part of daily operations in architecture, engineering, and construction (AEC). New tools appear constantly, promising to automate BIM workflows, improve project coordination, or generate proposals faster. For many small and mid-sized firms, this creates pressure to adopt everything quickly in order to avoid falling behind.  But focusing only on tools often leads…

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What Have You Done for Me Lately?

How AEC Firms Can Build More Valuable, Outcome-Driven Relationships with Their IT and BIM Partners In architecture and engineering, partnerships with technology and BIM consultants are essential—but they are also frequently questioned. Budgets are reviewed, invoices are scrutinized, and a familiar executive question surfaces: “What have you done for me lately?” The answer cannot rely…

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