Scale Your BIM Execution Through Code, Not Headcount.
pyBIM provides practical BIM engineering services, multidisciplinary coordination, and model information review. We tailor engineering workflows to project requirements while drawing on specialized Revit, Python, and C# technical practices.
Alongside current delivery services, we are actively developing connected BIM automation and private AI infrastructure under internal engineering validation. Our workflows align with ISO 19650 information-management principles and incorporate UNI 11337 requirements where applicable to Italian projects, adapting to the agreed scope of each client and jurisdiction.
Engineering Project Delivery
Multidisciplinary BIM coordination, model information review, and project-specific technical workflows.
Connected BIM Automation
Revit-connected automation modules and repeatable workflow orchestration under technical validation.
Private AI Infrastructure
Sovereign on-premises LLM inference and controlled engineering data reasoning architecture.
Different Approaches. A Clearer Engineering Direction.
Engineering work can be approached through conventional delivery, standardized software, or an engineering-first model that gradually integrates purpose-built technology. pyBIM is building the latter.
Traditional BIM Delivery
Conventional BIM delivery often relies on manual coordination, repeated data entry, and project-by-project review activities.
These methods remain valuable, but repetitive work and fragmented information exchanges can become more difficult to manage as project complexity increases.
Standard Software Platforms
Established BIM and software platforms provide useful capabilities through standardized features and predefined workflows.
For highly specific requirements, teams may still need additional integration, project-specific configuration, or engineering support.
Engineering First. Technology Next.
pyBIM focuses on practical BIM engineering, coordinated project information, and workflows shaped around real project requirements.
Alongside current engineering work, we are developing and testing connected automation, custom software capabilities, and private AI infrastructure for future use.
New capabilities will be introduced following development and technical validation.
From Engineering Foundations to Intelligent Execution.
pyBIM began with hands-on BIM engineering and project coordination. Today, we are combining that experience with automation tools developed and tested internally. Our next objective is to make connected BIM automation available after technical validation, while continuing longer-term research into private AI infrastructure.
BIM Engineering Foundations
pyBIM's engineering foundation is built on practical BIM project work, multidisciplinary model coordination, information management, and technical review.
Earlier workflows relied more heavily on manual coordination, repetitive model checks, and direct engineering intervention. This experience revealed where structured processes and internal automation could provide additional support.
Engineering Meets Automation
pyBIM is developing and testing connected automation and repeatable software-assisted workflows internally, using these tools where appropriate to support its ongoing engineering work.
The development phase remains incomplete. Internal validation and engineering feedback are guiding improvements before the company introduces more advanced automation capabilities for external use.
Private AI Infrastructure
The long-term pyBIM roadmap explores private AI infrastructure and controlled AI-assisted engineering environments, with future capabilities guided by practical project requirements and technical research.
This stage represents a direction under research and development rather than a completed commercial deployment, maintaining an engineer-in-the-loop review architecture.
Beyond the Current Roadmap
Future capabilities will be explored and introduced as they are developed, validated, and shaped by real engineering needs.
Engineering Capabilities. Connected Technologies. Trusted Standards.
Explore the engineering services, development technologies, and information-management frameworks shaping pyBIM's current work and future research.
BIM Consulting
Consulting for public authorities, architectural firms, and contractors on BIM process adoption, tender specifications, and corporate standards.
All services remain subject to project requirements and agreed operational scope.
Better Engineering Workflows. Greater Control.
pyBIM combines engineering expertise, structured information management, and the selective use of technology to support more consistent and efficient BIM delivery.
Manual Tasks
Repeated Operations
Structured Workflow
Defined Procedures
Structured ProcessEngineering Review
Expert Decisions
Expert GateConnected BIM automation is being developed and tested internally to support engineering workflows. It is not yet offered as a standalone public product.
Our engineering workflows draw on relevant ISO 19650 information-management principles and UNI 11337 requirements where applicable, together with the agreed project scope and client requirements.
Work With pyBIM
Explore opportunities to improve BIM workflows, develop your career, and collaborate on engineering solutions.
Understand Your BIM Workflow Costs
Review the cost of recurring BIM tasks and explore opportunities for targeted automation with an editable ROI workbook.
Complete a short form to download the Excel workbook. Estimates depend on your inputs and are not guaranteed savings.
Build With pyBIM
Explore career opportunities and technical collaboration in BIM engineering, Python/C# automation, and software development.
Available roles may change. Spontaneous applications and technical portfolios are also welcome.
The People Behind pyBIM
pyBIM brings together BIM engineering and software development. Our founders connect project requirements with practical digital tools and maintain clear technical responsibility across the delivery process.
Hamid Lotfalian
Co-Founder & Head of Technology
Hamed Sharifi
Co-Founder & Head of BIM Engineering
A Focused Core. Flexible Delivery Capacity.
Our founders lead technical planning, coordination and quality review. When a project requires additional capacity, pyBIM can organize project-based collaboration with suitable BIM or software specialists, subject to scope and availability. Responsibility for coordination and delivery remains clearly defined within the core team.
Founder-Led Direction
Defined technical responsibilities and project priorities.
Specialists When Required
Additional expertise planned around scope and availability.
Coordinated Delivery
Agreed reviews, communication and deliverable checks.
A focused founding team, with a delivery model designed to expand responsibly as project needs change.
BIM Automation & AI Architecture
How pyBIM connects engineering workflows, structured BIM information, software automation and locally operated AI. Selected systems are already in internal use, while additional capabilities remain under active development.
Engineering Workflows
We translate recurring BIM tasks and engineering requirements into structured, testable processes that can guide automation and technical review.
Structured BIM Data
We organize project requirements, model information and exchange data into formats that support traceability, coordination and software-based processing.
API & Automation
We develop Python and C#/.NET tools to support BIM tasks and explore integrations with Revit and Navisworks APIs according to project requirements and technical constraints.
Local-First Execution
Selected automation and AI workloads run in local environments. Processing locations and security controls are evaluated according to the requirements of each project.
Local LLM & RAG
Our Ollama-based local LLM and RAG workflows already support selected internal engineering tasks. Further capabilities are being developed and validated before wider client-facing release.
Validation & Review
Structured checks can help review BIM data, identify issues and support consistency with project requirements. Final compliance and deliverable decisions remain subject to engineering review.