Insights
Engineering and architecture
149 guides · page 1 of 4
Accounting for data licensing revenue in an A/E firm
Data licensing revenue accounting for A/E firms: where license income belongs, why to keep it out of NSR, and which ASC 606 questions to raise with your CPA.
AEC M&A outlook for 2026: who is buying and why
AEC M&A outlook for 2026: which buyer types are active in engineering and architecture deals, what they want, and why project records shape diligence.
AI clauses in owner-architect agreements: what clients now ask for
AI clauses in owner-architect agreements now cover training bans, disclosure, ownership and audits. See how each affects licensing and which projects to tag.
AI code compliance checking: how it works and its limits
AI code compliance checking reads drawings or BIM models and flags possible code issues. Learn how inputs, rule coverage and local amendments set its limits.
AI for architecture firms: what your project archive is good for
AI for architecture firms starts with your project archive. See which records help internal tools, which interest AI developers, and which belong to clients.
AI for engineering firms: where your project records matter
AI for engineering firms runs on project records. See which workflows use them, what each AI use needs, and where client contracts set the limits.
AI for engineering firms: which firm records make it work
AI for engineering firms runs on your own records. See which proposals, QA/QC comments, RFIs and specs make AI tools useful, and how to check readiness.
AI for owner's representatives: pay apps, minutes and reporting
Owner's rep AI, task by task: pay application review, meeting minutes and monthly reports, the records each tool needs and the checks that keep it honest.
AI for RFI responses: what the tools do and what data they need
What an AI RFI response tool actually does, which records it needs to draft good answers, and why your firm's RFI history matters beyond the tool.
AI in architecture in 2026: what has actually changed
AI in architecture in 2026, task by task: what changed since 2024, what still depends on licensed staff, and why your firm's own project records now matter.
AI in environmental consulting: where it helps and where it fails
AI in environmental consulting, task by task: where it saves time on Phase I records review and reporting, where it fails, and which checks to keep.
AI in geotechnical engineering: what firms actually use it for in 2026
AI in geotechnical engineering, use by use: the boring logs, lab data and reports each tool needs, how mature it is, and where engineers must review.
AI policy template for architecture and engineering firms
An AI policy template for architecture and engineering firms: approved tools, client data rules, human review, disclosure, records and licensing approvals.
AI readiness for engineering and architecture firms
AI readiness for architecture and engineering firms comes down to records: a checklist for Deltek, BQE, Procore, Bluebeam and Revit, plus the contract gaps.
AI submittal review tools: what they automate and what stays human
AI submittal review tools can keep the log and match product data to specs. See which tasks stay with the architect and why that judgment is scarce.
AI vendor contracts for AEC firms: clauses that stop training on your data
AI vendor contract checklist for AEC firms: block training on your data, cover embeddings, logs and subprocessors, and keep your own licensing options open.
Airport project drawings and SSI: what A/E firms can't share
Sensitive security information in airport drawings: what SSI can cover, why markings are not enough and why A/E firms should exclude airport work by default.
Autodesk terms and AI training: can you train on your own Revit data?
Autodesk terms of use and AI training on Revit data: what the public record shows, which documents to read, and why client contracts often matter more.
Bentley ProjectWise archives: what's inside and what to keep
A ProjectWise archive holds documents, versions, workflow states and audit trails. Learn what to keep in a migration and which projects to exclude by default.
Bid and no-bid decisions: why AI teams value pursuit records
Bid no-bid decision data links what a firm weighed, the go or no-go call and the result. See why AI teams value pursuit records and what to remove first.
BIM 360 to Autodesk Construction Cloud: archiving old projects
BIM 360 to ACC migration checklist for closed projects: which issues, RFIs, submittals and versions to export, which formats to keep, and what gets lost.
Bluebeam markups and review sessions as AI data
Bluebeam markups data records how reviewers flag problems and designers resolve them. See which review chains AI developers value and what to carve out.
BQE CORE data export for engineering firms
A BQE CORE data export guide for engineering firms: which project, time, invoice and expense records to pull, at what detail, and how to treat staff data.
Build an internal AI on your project archive or license it?
Train AI on your project archive or license it? A decision table for engineering firm leaders, plus the preparation work both paths share.
Buying or selling a retired surveyor's records: how it works
Buy survey records with a clear checklist: inventory, index quality, condition, client-copy rights and state rules, plus ways to structure a fair price.
Can an architect reuse drawings from a previous project?
Can an architect reuse drawings from a past project? Usually yes for the firm's own instruments of service. See what is safe, what to check and what to avoid.
Can cost consulting firms license estimating histories?
Cost consultant data licensing explained: which estimating records may qualify, which stay out for client confidentiality, and how to treat pricing.
Can environmental consulting firms license their project records?
Environmental consulting firm data licensing: why client site reports usually stay out, and which internal scoping, QA and workflow records may qualify.
Can geotechnical engineering firms license boring logs and reports?
Geotechnical data licensing by record type: which boring logs, lab results and reports a firm may license, and how client and site details are handled.
Can land surveying firms license their survey records?
Land surveying firm data licensing, record by record: which field notes, CAD files, control data and plats may qualify, and what must come out first.
Can staff put client drawings into ChatGPT? Confidentiality risks
Can staff put confidential client drawings into ChatGPT? What to check in contracts and tool terms, a five-rule staff policy and the safer alternative.
Can structural engineering firms license their project data?
Structural engineering firm data licensing: which records, from RFIs and calcs to shop drawing and peer reviews, are licensable, what stays out, who approves.
Can surveying firms license point clouds and survey data?
Survey data licensing for AI: which point clouds and survey records a surveying firm controls, which belong to clients, and how to handle each one.
Can you license Bluebeam Revu and Studio markups?
Bluebeam markups export explained: what a Revu markups list records, why summaries beat marked-up PDFs for review and redaction, and where Studio fits.
Can you license Revit models and their revision history?
Licensing Revit models for AI is possible after three checks: client contract, consultant links and vendor terms. Includes a model de-identification list.
Can you license specifications built on a third-party master spec?
Master specification license terms usually let you edit, not redistribute, the base text. See which firm edits, notes and spec decisions may be licensable.
Capital program software: exporting e-Builder, Kahua and similar histories
e-Builder data export checklist for program managers: cost, contracts, workflows, documents and audit trail, plus who controls an owner's PMIS instance.
Carving out client deliverables while keeping internal process records
A three-tier framework to carve out client deliverables before data licensing, so an architecture firm keeps its own process records in scope.
Change order and ASI histories as licensable process records
Change order history data traced from RFI to ASI to change order, with the fields architecture firms keep, generalize or redact before any license.
Clash detection reports and coordination logs as process records
How clash detection reports and BIM coordination logs record the clash-to-resolution chain, which fields matter, and what to redact before any reuse.
Closing an architecture firm: who keeps the drawings and project files?
Closing an architecture firm raises two questions about project records: who owns the drawings, and who must keep the files. Here is how to answer both.
Code analysis sheets and code compliance memos: what AI teams value
What a code analysis sheet and a code compliance memo should record, why edition, local amendments and rationale matter, and how to treat code text.
Commissioning reports and functional test records from MEP firms
A commissioning report and its functional test records trace test, deficiency, fix and retest. See who owns Cx records and which projects to exclude.
Confidentiality clauses in A/E agreements: what they actually restrict
A confidentiality clause in an architect agreement often restricts less than firms assume. Check the definition, carve-outs, survival and return terms.
ConsensusDocs vs AIA: who owns design documents under each form?
ConsensusDocs vs AIA ownership of documents, with EJCDC E-500 alongside: who owns the design, the owner's license, reuse, termination and what to verify.
Construction materials testing records: who owns the test results?
Construction materials testing records ownership splits between issued reports for the client and your lab's worksheets, calibration logs and trends.
Data governance policy for engineering firms
Data governance for engineering firms: a policy outline for classification, ownership, access, retention and external use approvals, with an AEC class table.
Data inventory for engineering and architecture firms: Deltek, Procore, Bluebeam
A data inventory for engineering and architecture firms, with pre-filled rows for Deltek, Procore, Bluebeam and Revit and the client-ownership flags to set.