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pyBIM · BIM ENGINEERING · WORKFLOW AUTOMATION

Complex BIM Workflows. Engineered to Run Better.

From demanding BIM deliverables to custom Revit automation, pyBIM helps architecture, engineering, and construction teams reduce repetitive work, improve model consistency, and deliver with greater control.

Discuss Your ProjectExplore Our Capabilities
ISO 19650-Aligned Workflows
Autodesk Revit API & IFC4
Deterministic QA / QC
pyBIM_ARCHITECTURE // WORKFLOW_SPEC
ILLUSTRATIVE WORKFLOW
WORKFLOW_ARCHITECTURE // 4 INTEGRATED PHASESFRAMEWORK // OPENBIM & API
VECTOR FLOW // SCHEMATICSTEP: 01 / 04
PHASE SPECIFICATION // ARCHITECTURE
PROCESS: STRUCTURED DELIVERY
[PHASE 01] Standardized ingestion of Revit elements, properties, and IFC classifications.
Geometry & Property Sets[ACTIVE PHASE: 01]
OUR EXECUTION ROADMAP

Engineering Delivery Today. Intelligent Infrastructure Tomorrow.

pyBIM combines practical BIM engineering services with a phased technology roadmap — from hands-on project delivery to connected automation and private AI infrastructure.

FEATURED OFFERING
PHASE 01CURRENT OFFERING
AVAILABLE NOW

Tech-Enabled BIM Services

Extend your engineering capacity with BIM delivery, multidisciplinary coordination, model data validation, and tailored Revit automation.

Indicative Development Progress100%

* Estimates subject to phased engineering scope

The Outcome:

Reliable BIM deliverables and more consistent engineering workflows.

The Execution:

Technical BIM specialists supported by purpose-built Python, C#, and Revit API tools.

The Impact:

Less repetitive work, clearer quality control, and more predictable project execution.

Discuss Your Project
PHASE 02SOFTWARE ROADMAP
IN DEVELOPMENT

pyBIM Cloud Connect

Our planned Revit-connected automation platform aims to make repeatable engineering workflows and software-assisted BIM operations more accessible to project teams.

Indicative Development Progress70%

* Estimates subject to phased engineering scope

The Outcome:

A unified environment for accessing and managing connected BIM automation capabilities.

The Execution:

Planned Revit integration, reusable workflow modules, and assisted engineering operations.

The Impact:

A more scalable approach to distributing automation across engineering teams.

Join Priority Queue
PHASE 03ENTERPRISE ROADMAP
IN DEVELOPMENT

Sovereign Enterprise Edge AI

Our long-term enterprise roadmap focuses on private AI infrastructure designed for organizations requiring greater control over engineering data and execution environments.

Indicative Development Progress30%

* Estimates subject to phased engineering scope

The Outcome:

Deployment options designed around organizational security and infrastructure requirements.

The Execution:

Planned on-premises AI services, local inference, and integration with internal engineering workflows.

The Impact:

Greater organizational control over future AI-assisted BIM processes and data handling.

Enterprise Inquiry
ENTERPRISE AI · IN DEVELOPMENT

Private AI. Designed Around Your BIM Environment.

We're developing enterprise AI infrastructure options that bring local inference and intelligent automation closer to your engineering workflows. Share your deployment, security, and BIM requirements as we shape the next stage of pyBIM.

Join the Enterprise Priority Queue

Expression of interest only. Product availability and deployment options are subject to further development and technical review.

CONCEPTUAL ARCHITECTURE
PLANNED INFRASTRUCTURE
ENGINEERING DATARevit · IFC · Model Data
INPUT // 01
PRIVATE AI COREControlled Local Inference
LOCAL CONTROL · CONCEPT
BIM WORKFLOWSAssisted Automation
OUTPUT // 02
ENGINEERING CAPABILITIES

Turn BIM Requirements Into Repeatable Engineering Workflows.

From model information checks to Revit automation and structured handovers, pyBIM combines engineering expertise with practical software tools to make complex project delivery more manageable.

01

Model Information Validation

Review model parameters, naming conventions, classifications, and project information requirements through structured checks and clear reporting.

Model QA/QCEIR / BEP RequirementsInformation Consistency
Structured information verification schema illustrating naming conventions, ISO 19650 property sets, and classification taxonomy checks.
VALIDATION_SCHEMA
RULE SET
EIR.Naming_Convention
FORMATSYNTAX RULE
ISO_19650.PropertySets
STRUCTURESCHEMA REF
OmniClass.Classification
TAXONOMYTABLE CODE
STRUCTURED AUDIT DOSSIERSCHEMA CHECK
02

Revit Automation & Parameter Engineering

Develop tailored Python and C# tools for repetitive Revit operations, parameter management, model data updates, and project-specific engineering workflows.

Revit APIPython / C#Parameter Workflows
Connected Revit automation pipeline illustrating model host ingestion, Python and C# execution routines, and controlled parameter output.
AUTOMATION_PIPELINE
API CORE
.RVT Model HostElements & Instances
Python & C# EngineRevit API RoutinesEXECUTION CORE
Parameter InjectionControlled Metadata
Deterministic parameter updates & scripted routines
03

Coordinated BIM Data Workflows

Support multidisciplinary coordination, structured information exchange, and controlled BIM deliverables across project teams and software environments.

Multidisciplinary CoordinationOpenBIM / IFCData Management
Multidisciplinary BIM information flow connecting Architectural, Structural, and Building Services models through an OpenBIM coordination layer.
MULTIDISCIPLINARY_FLOW
OpenBIM
ARCArch
STRStruct
MEPServices
COORDINATION EXCHANGE LAYER
IFC4 / BCF COORDINATED DELIVERABLE
OpenBIM Exchange WorkflowIFC4 · BCF
Discuss an Engineering Challenge

Share your project requirements or a repetitive workflow you'd like to improve. We'll explore a practical starting point.

ENGINEERING DELIVERY PROCESS
DELIVERY TIMELINE

From Project Requirements to Reviewed BIM Deliverables.

A structured delivery approach connects project information requirements, practical automation, controlled implementation, and engineering review. Each workflow is adapted to the needs of the project.

01
REQUIREMENTS
PHASE // 01

Understand the Requirements

Review client information needs, EIR/BEP documents, model conventions, and the existing BIM environment to define scope, priorities, and acceptance criteria.

→
TYPICAL OUTPUTAgreed scope and information requirements
Requirements analysis diagram mapping client EIR and BEP inputs to defined technical scope and acceptance criteria.
SCOPE & SPECIFICATION
INSPECT
CLIENT EIR / BEP
Project Requirements
TECHNICAL SCOPE
Defined Acceptance Criteria
EIR / BEP ReviewModel ConventionsAcceptance Criteria
02
WORKFLOW RULES
PHASE // 02

Define Rules & Workflow

Translate agreed requirements into checklists, validation rules, and a practical execution plan. Identify where tailored Revit automation can reduce repetitive tasks.

→
TYPICAL OUTPUTValidation rules and workflow specification
Workflow specification diagram connecting validation logic, parameter mapping, and Revit API automation tasks.
RULES & AUTOMATION PLAN
SPEC
RULE LAYERParameter Mapping
LOGIC GATEValidation Rules
AUTOMATIONAPI Task Scoping
Validation LogicParameter MappingAPI Task Scoping
03
IMPLEMENTATION
PHASE // 03

Implement & Coordinate

Carry out model checks, parameter updates, and coordination tasks using engineering expertise and, where appropriate, purpose-built Python, C#, and Revit API tools.

→
TYPICAL OUTPUTUpdated model information and coordinated outputs
Execution flow diagram showing model updates and multidisciplinary coordination routines through engineering tools.
ENGINEERING EXECUTION
EXECUTE
MODEL HOST
Revit API Execution
COORDINATION
Synchronized Outputs
Revit API OperationsParameter UpdatesDiscipline Coordination
04
REVIEW & HANDOVER
PHASE // 04

Review & Hand Over

Review outputs against the agreed criteria, document exceptions, and prepare the relevant model updates, reports, or handover materials for the project team.

→
TYPICAL OUTPUTReview notes, issue records, and handover materials
Quality review and handover diagram showing engineering review gates, BCF issue tracking, and final delivery documentation.
QUALITY & HANDOVER
HANDOVER
AUDIT DOSSIER
BCF Issue Tracking
HANDOVER PACKAGE
Reviewed Deliverables
Quality Review NotesIssue Records (BCF)Handover Package
ENGINEERING OUTCOMES

More Control Across the BIM Delivery Process.

Practical engineering workflows can help teams reduce repetitive operations, improve the consistency of model information, and make better use of their existing BIM environment. The approach and results depend on each project's requirements.

WORKFLOW EFFICIENCY
01

Less Repetitive Work

Where appropriate, structured checks and tailored Revit automation can reduce repeated manual operations, allowing engineering teams to focus more attention on coordination, review, and project-specific decisions.

PROCESS: REPETITIVE → ROUTINE → REVIEW
Targeted AutomationRepeatable OperationsEngineering Oversight
INFORMATION QUALITY
02

More Consistent Model Information

Defined naming, parameter, classification, and information-checking rules make discrepancies easier to identify and support clearer, more reviewable BIM deliverables.

QUALITY: RULES → AUDIT → ACTIONABLE REPORT
Model QA/QCInformation RequirementsIssue Visibility
WORKFLOW INTEGRATION
03

Built Around Existing BIM Tools

Project-specific solutions can work alongside established Revit, IFC, and multidisciplinary processes, helping teams improve workflows without unnecessarily replacing familiar software or working methods.

INTEGRATION: REVIT + IFC + BCF WORKFLOW
Revit WorkflowsOpenBIM / IFCPractical Integration
ENGINEERING WORKFLOW ARCHITECTURE

Connecting BIM Requirements, Engineering Logic, and Deliverables.

A practical reference architecture for organizing project requirements, BIM data, tailored automation, and engineering review into a connected delivery workflow. The tools and level of automation are selected according to each project's scope.

REFERENCE ARCHITECTURE
CONNECTED INFORMATION FLOW
01PROJECT INPUTS

Project Data & Requirements

Bring together relevant project information, model data, and agreed information requirements so the engineering workflow starts from a clearly defined scope.

EIR / BEP
Information specifications & exchange guidelines
Revit / IFC Models
Source geometry & parameter datasets
Project Criteria
Coordination constraints & scope boundaries
INPUTS// 01
ENGINEERING CONTROL CORE
02ENGINEERING LOGIC
GOVERNED

Controlled Engineering Workflows

Apply defined rules, technical review, and project-specific automation where useful. Python, C#, and Revit API tools may support repetitive operations under engineering oversight.

Requirements Mapping
Scope parsing & rule parameter alignment
Validation & Automation
Targeted Python, C# & Revit API routines
Engineering Review
REVIEW GATE
Technical verification & engineering oversight
ENGINEERING CONTROLS// 02
03BIM OUTPUTS

Reviewed Models & Deliverables

Prepare relevant model updates, issue records, reports, and structured information for review and handover against the criteria agreed for the project.

Model Updates
Structured model parameters and geometry updates
QA/QC Reports
Clash summaries, variance logs & audit records
Handover Information
IFC models, COBie data and documentation where applicable
REVIEWED OUTPUTS// 03

Illustrative structure. Actual workflows and deliverables depend on project requirements, available data, and the agreed scope of work.

ENGAGEMENT PATHWAYS

Choose the Right Engagement Path for Your BIM Team.

Work with pyBIM on practical engineering challenges today, or explore the connected automation and private AI solutions on our development roadmap. Each pathway has a different scope and availability.

ACTIVE ENGAGEMENT
01ENGINEERING SERVICES
AVAILABLE NOW

Engineering Project Delivery

Collaborate with pyBIM on project-specific BIM engineering, model information review, coordination, and tailored Revit automation. We assess your requirements and agree on a practical delivery scope before work begins.

BIM Engineering & Coordination
Model Information Review
Revit Automation & Workflows
Structured Deliverables
HOW TO START

Share your project requirements, BIM deliverables, or a repetitive workflow you'd like to improve. We'll discuss feasibility, scope, and the appropriate next steps.

01Project Requirements
02Engineering Review
03Agreed Scope
Discuss Your Project
02SOFTWARE ROADMAP
IN DEVELOPMENT

pyBIM Cloud Connect

We are developing the concept of a Revit-connected automation platform designed to help engineering teams access reusable workflow modules and manage repeatable BIM operations.

Connected BIM WorkflowsReusable Automation ModulesEngineering Team Enablement
Planned offering. Features and availability are subject to development and technical validation.
Join the Priority Queue
03ENTERPRISE ROADMAP
IN DEVELOPMENT

Sovereign Enterprise Edge AI

Our longer-term enterprise roadmap explores private AI infrastructure and controlled deployment options for organizations with specific engineering data, infrastructure, and security requirements.

Private AI InfrastructureDeployment RequirementsEngineering Data Control
Concept and requirements exploration. Deployment models, capabilities, and availability are not yet committed.
Discuss Enterprise Requirements
ENGINEERING EVALUATION

Clear Criteria. Reviewable Engineering Results.

BIM workflows should be assessed against agreed project requirements, available model data, and relevant engineering checks—not universal speed or accuracy promises.

PROJECT-SPECIFIC EVALUATIONEvaluation criteria, checks, and reporting methods are defined according to the project scope. The examples below illustrate possible assessment areas, not measured performance results.
01
WORKFLOW ASSESSMENT

Workflow Efficiency

Identify repetitive engineering operations and examine where targeted automation may reduce manual handling while keeping the necessary technical review in place.

EVALUATION CRITERIA
Task Scope
Repeatability
Review Effort
POSSIBLE REVIEW EVIDENCE
Workflow checklist and technical review notes
02
INFORMATION REVIEW

Model Information Quality

Review naming rules, required parameters, classification consistency, and documented exceptions against the information requirements agreed for the project.

EVALUATION CRITERIA
Required Fields
Rule Exceptions
Issue Tracking
POSSIBLE REVIEW EVIDENCE
Model review notes and exception register
03
DELIVERY REVIEW

Coordination & Handover Readiness

Examine documented coordination findings, information exchange requirements, and handover records before preparing relevant deliverables for project-team review.

EVALUATION CRITERIA
Coordination Findings
Information Exchange
Handover Records
POSSIBLE REVIEW EVIDENCE
Issue records and project handover checklist
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