Issue and RFI classification
Classify incoming issues, RFIs or emails by discipline, urgency and element, and route them to the right person.
Service 03
AI and workflow automation for construction and engineering
AI is useful in AEC when it is connected to real project data. JidokaBIM builds automations that read BIM models, documents and emails, classify and route information with LLMs, and generate reports, all orchestrated with n8n or custom code. Every automation keeps a human check where a wrong answer would be expensive (the JIDOKA principle).
Typical projects
Where it saves the most hours
Automated reports
Weekly progress, QA or quantity reports generated from model data and written in plain language for the client.
Spec and rule drafting
LLM-assisted drafting of model checking rules or specifications from your existing documents, reviewed by your team.
Scope
Capabilities and deliverables
Capabilities
Intelligent automation for AEC processes. AI classification, automated compliance checks, LLM-assisted workflows, data pipelines.
- AI-powered issue classification
- Automated report and document generation
- LLM-assisted rule definitions
- n8n workflow orchestration
- Automated notifications and routing
You receive
- n8n workflows or custom services
- Integration with your email, storage and BIM data
- Human-in-the-loop checkpoints
- Source code and documentation
Technology
n8nOpenAI APILangChainPower Platform
FAQ
AI automation for AEC: common questions
Which AI models do you use?
The model is chosen per task and per data policy: hosted LLMs such as OpenAI or Anthropic models, or self-hosted open models when data must stay on your servers.
Is our project data used to train AI?
No. Integrations use API terms that exclude training on your data, or models you host yourself.
What is a good first AI project?
A repetitive classification or reporting task with clear inputs, where a person already checks the result. It is easy to measure and low risk.
Related
Custom BIM software for construction companiesFrom tender to handover: less retyping, fewer surprises on site, quantities you can defend.BIM automation software for engineering firmsAutomate the repetitive half of the job, so your engineers spend their hours on engineering.Revit plug-in developmentFreelance Revit API developer: custom Revit add-ins in C# / .NET for drawings, parameters, model checks and exports.Web BIM apps and IFC viewersBrowser-based BIM apps: IFC viewers with conditional colouring, quantity dashboards and digital twins built with IFCLite, WebGPU and React.Autodesk Platform Services (APS) integrationAPS development for AEC: Revit Design Automation in the cloud, ACC / BIM 360 API integrations and Model Derivative pipelines, with no local Revit needed.AutoCAD and Civil 3D automationCustom AutoCAD and Civil 3D automation: batch drawings, corridor and alignment tools, earthworks quantities, SQL extraction and IFC 4.3 delivery.
Tell me which step your team repeats by hand.
A free one-hour call to scope it, then a written specification with a fixed price. You keep the source code.