Drawing and Document Intelligence
Extract and structure information from drawings, specifications, schedules, reports and technical documents.
- Rebar and equipment schedule extraction
- Specification and drawing note search
- Revision comparison support
Practical AI for Engineering Workflows
AI Solutions for Engineering Firms
FerroConsult helps civil, structural, mechanical and electrical engineering firms design and implement AI-powered systems that reduce manual work, improve project visibility, and make better use of drawings, documents, BIM data, site records and engineering knowledge.
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We do not believe AI replaces engineers. We believe AI should support engineers with faster information retrieval, better workflow automation, improved reporting and stronger decision support — while keeping professional judgement firmly in human hands.
The Challenge
Engineering teams are under pressure to deliver faster, with fewer errors and better coordination.
Civil, structural, mechanical and electrical engineering teams handle large volumes of project information every day. Drawings, specifications, BIM models, RFIs, inspection records, schedules and reports are often spread across multiple tools and formats.
- Engineers spend too much time searching for project information.
- Teams manually extract data from PDFs, drawings and schedules.
- Inspection reports and QA/QC documentation take too long to prepare.
- Lessons learned from past projects are difficult to retrieve.
- BIM and coordination issues create repeated follow-ups.
- Compliance checks still depend heavily on manual document review.
- Project risks are often identified later than expected.
AI Solutions
Built for real engineering workflows
FerroConsult designs AI systems around technical workflows, document control, project accountability, audit trails and professional review.
Site Inspection and Reporting
Create guided inspection workflows for photos, notes, checklist evidence, timestamps and structured reports.
- Pre-concrete inspection support
- M&E installation checklists
- PDF reports with audit trails
Engineering Knowledge Assistant
Build a secure AI assistant that helps teams search approved company knowledge and project documents.
- Internal standards search
- Past project report retrieval
- New engineer onboarding support
BIM and Coordination Support
Use AI to support repetitive BIM coordination, issue tracking and design review preparation.
- Clash report summarisation
- BIM issue action lists
- Coordination meeting summaries
Compliance and Code Search
Help engineers retrieve relevant clauses, internal compliance references and project requirements faster.
- Requirement search support
- Compliance checklist generation
- Tender and submission review support
Project Risk and Progress Intelligence
Turn project records, inspection findings, RFIs and reports into dashboards and early warning signals.
- Recurring defect trends
- Open issue ageing
- Management reporting support
Who We Serve
Built for engineering consultancies and technical project teams.
FerroConsult supports engineering firms and project teams in Singapore and Malaysia that want to begin or scale practical AI adoption.
Civil Engineering Firms
Structural Consultants
Mechanical Consultants
Electrical Consultants
M&E Coordination Teams
BIM and VDC Teams
QA/QC and Inspection Teams
Project Management Consultants
Our Services
From AI opportunity to working system.
We help you move from AI curiosity to practical AI implementation through assessment, design, prototyping, development, governance and training.
Request an AI Assessment01 AI Opportunity Assessment
We review your engineering workflows, documents, tools and pain points to identify realistic AI opportunities, low-risk starting points, data readiness and pilot roadmap.
02 AI Solution Design
We design the workflow, user journey, system logic, data flow, approval steps and governance model before development begins.
03 AI Prototype and Proof of Concept
We build a focused prototype using your sample documents and real workflow, such as drawing extraction, inspection reporting or knowledge search.
04 Custom AI System Development
We develop web applications, internal AI assistants, document processing workflows, dashboards and reporting systems with role-based access and audit trails.
05 AI Governance and Safe Adoption
We define human review checkpoints, data privacy practices, output validation rules, access controls, audit trails and usage guidelines.
06 Training and Change Enablement
We help engineers, project managers and support teams understand how to use AI responsibly and confidently in daily engineering work.
Implementation Approach
Start small. Validate value. Scale with confidence.
AI adoption does not need to begin with a large transformation programme. Start with one workflow, prove value, and scale carefully.
Step 01
Discover
Understand your workflow, documents, tools, users and pain points.
Step 02
Prioritise
Select use cases based on value, feasibility, readiness and risk.
Step 03
Prototype
Build a working demo using real or sample engineering documents.
Step 04
Validate
Let engineers test accuracy, usability and practical value.
Step 05
Implement
Refine the solution for controlled use within your team.
Step 06
Scale
Expand proven solutions across teams, projects or departments.
Realistic AI Promise
What AI can and cannot do for engineering firms.
FerroConsult builds AI systems with human-in-the-loop review, clear limitations and engineering governance in mind.
AI can help your teams
- Reduce repetitive manual work.
- Search documents faster.
- Summarise technical information.
- Generate first-draft reports.
- Create checklists from documents.
- Organise project knowledge.
- Identify patterns in project data.
AI should not be used to
- Replace licensed professional judgement.
- Approve engineering designs independently.
- Make final compliance decisions without review.
- Guarantee accuracy without validation.
- Operate without proper data controls.
- Bypass project governance.
Not sure where AI fits in your engineering firm?
Start with a structured AI assessment. We will review your workflows and identify practical AI opportunities with clear value, risk and implementation effort.
Start With One Practical Use Case
Build your first practical AI solution with FerroConsult.
Move from AI curiosity to practical AI implementation. Start with one real engineering workflow, prove the value, improve the process and scale with confidence.