Create 4D construction simulations by linking BIM elements to project schedules. Generate time-based visualizations, sequence analysis, and construction phasing with Gantt integration.
中文简介正在准备中。当前显示原文说明。
Complete RFI (Request for Information) management system. Create, track, route, and analyze RFIs with automatic notifications and response deadline tracking.
中文简介正在准备中。当前显示原文说明。
实测评分 未实测
查看安装方法安装前可以查看交给 AI 代理的指令内容。
Comprehensive system for managing Requests for Information (RFIs) throughout the construction project lifecycle.
Problem: RFI management is chaotic:
Solution: Structured RFI management that:
ROI: 60% faster RFI response time, 90% reduction in lost RFIs
┌──────────────────────────────────────────────────────────────────────┐
│ RFI LIFECYCLE │
├──────────────────────────────────────────────────────────────────────┤
│ │
│ ┌─────────┐ ┌─────────┐ ┌─────────┐ ┌─────────┐ │
│ │ CREATE │───►│ SUBMIT │───►│ REVIEW │───►│ RESPOND │ │
│ │ │ │ │ │ │ │ │ │
│ │ • Draft │ │ • Route │ │ • Assign│ │ • Answer│ │
│ │ • Attach│ │ • Notify│ │ • Track │ │ • Approve│ │
│ └─────────┘ └─────────┘ └─────────┘ └─────────┘ │
│ │ │ │ │ │
│ ▼ ▼ ▼ ▼ │
│ ┌─────────────────────────────────────────────────────────────┐ │
│ │ RFI DATABASE │ │
│ │ • RFI Log • Attachments • Response History │ │
│ │ • Status Track • Cost Impacts • Schedule Impacts │ │
│ └─────────────────────────────────────────────────────────────┘ │
│ │
│ ┌─────────┐ ┌─────────┐ ┌─────────┐ │
│ │ CLOSE │◄───│ VERIFY │◄───│IMPLEMENT│ │
│ │ │ │ │ │ │ │
│ │ • Archive│ │ • Check │ │ • Action│ │
│ │ • Report│ │ • Accept│ │ • Update│ │
│ └─────────┘ └─────────┘ └─────────┘ │
│ │
└──────────────────────────────────────────────────────────────────────┘
RFI_SCHEMA = {
# Identification
'rfi_number': str, # RFI-001, RFI-002, etc.
'project_id': str, # Project identifier
'revision': int, # Revision number (0, 1, 2...)
# Description
'subject': str, # Brief title
'question': str, # Detailed question
'spec_section': str, # CSI spec reference
'drawing_ref': str, # Drawing reference (A-101, S-201)
'location': str, # Building/floor/area
# Parties
'submitted_by': str, # Originator name
'submitted_by_company': str,# Originator company
'assigned_to': str, # Responsible party
'cc_list': list, # Additional recipients
# Dates
'date_submitted': date, # When submitted
'date_required': date, # When response needed
'date_responded': date, # When answered
'date_closed': date, # When closed
# Status
'status': str, # Draft/Open/Pending/Answered/Closed
'priority': str, # Critical/High/Medium/Low
# Response
'response': str, # Answer text
'response_by': str, # Who answered
'attachments': list, # File links
# Impact
'cost_impact': bool, # Has cost impact?
'cost_amount': float, # Estimated cost
'schedule_impact': bool, # Has schedule impact?
'schedule_days': int, # Days of delay
'change_order_ref': str, # Related CO number
}
import pandas as pd
from datetime import datetime, date, timedelta
from typing import Optional, List, Dict
from dataclasses import dataclass, field
from enum import Enum
import uuid
class RFIStatus(Enum):
DRAFT = "Draft"
OPEN = "Open"
PENDING = "Pending Review"
ANSWERED = "Answered"
CLOSED = "Closed"
VOID = "Void"
class RFIPriority(Enum):
CRITICAL = "Critical" # Stops work
HIGH = "High" # Impacts critical path
MEDIUM = "Medium" # Standard
LOW = "Low" # Informational
@dataclass
class RFI:
"""Request for Information data class"""
rfi_number: str
project_id: str
subject: str
question: str
# Optional fields with defaults
spec_section: str = ""
drawing_ref: str = ""
location: str = ""
submitted_by: str = ""
submitted_by_company: str = ""
assigned_to: str = ""
cc_list: List[str] = field(default_factory=list)
date_submitted: date = field(default_factory=date.today)
date_required: date = None
date_responded: date = None
date_closed: date = None
status: RFIStatus = RFIStatus.DRAFT
priority: RFIPriority = RFIPriority.MEDIUM
response: str = ""
response_by: str = ""
attachments: List[str] = field(default_factory=list)
cost_impact: bool = False
cost_amount: float = 0.0
schedule_impact: bool = False
schedule_days: int = 0
change_order_ref: str = ""
revision: int = 0
def __post_init__(self):
if self.date_required is None:
# Default: 7 days for response
self.date_required = self.date_submitted + timedelta(days=7)
class RFIManager:
"""Complete RFI management system"""
def __init__(self, project_id: str, storage_path: str = None):
self.project_id = project_id
self.storage_path = storage_path or f"rfi_log_{project_id}.xlsx"
self.rfis: Dict[str, RFI] = {}
self._load_rfis()
def _load_rfis(self):
"""Load RFIs from storage"""
try:
df = pd.read_excel(self.storage_path)
for _, row in df.iterrows():
rfi = RFI(
rfi_number=row['rfi_number'],
project_id=row['project_id'],
subject=row['subject'],
question=row['question'],
status=RFIStatus(row['status']),
priority=RFIPriority(row.get('priority', 'Medium'))
)
self.rfis[rfi.rfi_number] = rfi
except FileNotFoundError:
pass
def _save_rfis(self):
"""Save RFIs to storage"""
records = []
for rfi in self.rfis.values():
records.append({
'rfi_number': rfi.rfi_number,
'project_id': rfi.project_id,
'subject': rfi.subject,
'question': rfi.question,
'spec_section': rfi.spec_section,
'drawing_ref': rfi.drawing_ref,
'location': rfi.location,
'submitted_by': rfi.submitted_by,
'submitted_by_company': rfi.submitted_by_company,
'assigned_to': rfi.assigned_to,
'date_submitted': rfi.date_submitted,
'date_required': rfi.date_required,
'date_responded': rfi.date_responded,
'date_closed': rfi.date_closed,
'status': rfi.status.value,
'priority': rfi.priority.value,
'response': rfi.response,
'response_by': rfi.response_by,
'cost_impact': rfi.cost_impact,
'cost_amount': rfi.cost_amount,
'schedule_impact': rfi.schedule_impact,
'schedule_days': rfi.schedule_days,
'change_order_ref': rfi.change_order_ref
})
df = pd.DataFrame(records)
df.to_excel(self.storage_path, index=False)
def _get_next_number(self) -> str:
"""Generate next RFI number"""
existing = [int(r.rfi_number.split('-')[1])
for r in self.rfis.values()
if r.rfi_number.startswith('RFI-')]
next_num = max(existing, default=0) + 1
return f"RFI-{next_num:04d}"
def create_rfi(
self,
subject: str,
question: str,
submitted_by: str,
submitted_by_company: str,
assigned_to: str,
spec_section: str = "",
drawing_ref: str = "",
location: str = "",
priority: RFIPriority = RFIPriority.MEDIUM,
days_for_response: int = 7,
attachments: List[str] = None
) -> RFI:
"""Create new RFI"""
rfi_number = self._get_next_number()
rfi = RFI(
rfi_number=rfi_number,
project_id=self.project_id,
subject=subject,
question=question,
spec_section=spec_section,
drawing_ref=drawing_ref,
location=location,
submitted_by=submitted_by,
submitted_by_company=submitted_by_company,
assigned_to=assigned_to,
priority=priority,
date_required=date.today() + timedelta(days=days_for_response),
attachments=attachments or []
)
self.rfis[rfi_number] = rfi
self._save_rfis()
return rfi
def submit_rfi(self, rfi_number: str) -> RFI:
"""Submit RFI for response"""
rfi = self.rfis.get(rfi_number)
if not rfi:
raise ValueError(f"RFI {rfi_number} not found")
if rfi.status != RFIStatus.DRAFT:
raise ValueError(f"RFI {rfi_number} already submitted")
rfi.status = RFIStatus.OPEN
rfi.date_submitted = date.today()
self._save_rfis()
# Trigger notification
self._notify_submission(rfi)
return rfi
def respond_to_rfi(
self,
rfi_number: str,
response: str,
response_by: str,
attachments: List[str] = None,
cost_impact: bool = False,
cost_amount: float = 0.0,
schedule_impact: bool = False,
schedule_days: int = 0
) -> RFI:
"""Provide response to RFI"""
rfi = self.rfis.get(rfi_number)
if not rfi:
raise ValueError(f"RFI {rfi_number} not found")
rfi.response = response
rfi.response_by = response_by
rfi.date_responded = date.today()
rfi.status = RFIStatus.ANSWERED
if attachments:
rfi.attachments.extend(attachments)
rfi.cost_impact = cost_impact
rfi.cost_amount = cost_amount
rfi.schedule_impact = schedule_impact
rfi.schedule_days = schedule_days
self._save_rfis()
# Trigger notification
self._notify_response(rfi)
return rfi
def close_rfi(self, rfi_number: str, change_order_ref: str = None) -> RFI:
"""Close RFI after implementation"""
rfi = self.rfis.get(rfi_number)
if not rfi:
raise ValueError(f"RFI {rfi_number} not found")
rfi.status = RFIStatus.CLOSED
rfi.date_closed = date.today()
if change_order_ref:
rfi.change_order_ref = change_order_ref
self._save_rfis()
return rfi
def get_overdue_rfis(self) -> List[RFI]:
"""Get list of overdue RFIs"""
today = date.today()
return [
rfi for rfi in self.rfis.values()
if rfi.status == RFIStatus.OPEN
and rfi.date_required < today
]
def get_due_soon_rfis(self, days: int = 3) -> List[RFI]:
"""Get RFIs due within specified days"""
today = date.today()
cutoff = today + timedelta(days=days)
return [
rfi for rfi in self.rfis.values()
if rfi.status == RFIStatus.OPEN
and today <= rfi.date_required <= cutoff
]
def get_rfis_by_status(self, status: RFIStatus) -> List[RFI]:
"""Get RFIs by status"""
return [r for r in self.rfis.values() if r.status == status]
def get_rfis_by_assignee(self, assignee: str) -> List[RFI]:
"""Get RFIs assigned to specific party"""
return [r for r in self.rfis.values() if r.assigned_to == assignee]
def get_statistics(self) -> dict:
"""Get RFI statistics"""
all_rfis = list(self.rfis.values())
if not all_rfis:
return {'total': 0}
open_rfis = [r for r in all_rfis if r.status == RFIStatus.OPEN]
closed_rfis = [r for r in all_rfis if r.status == RFIStatus.CLOSED]
# Calculate response times for closed RFIs
response_times = []
for rfi in closed_rfis:
if rfi.date_responded and rfi.date_submitted:
days = (rfi.date_responded - rfi.date_submitted).days
response_times.append(days)
# Cost and schedule impacts
cost_rfis = [r for r in all_rfis if r.cost_impact]
schedule_rfis = [r for r in all_rfis if r.schedule_impact]
return {
'total': len(all_rfis),
'open': len(open_rfis),
'closed': len(closed_rfis),
'overdue': len(self.get_overdue_rfis()),
'avg_response_days': sum(response_times) / len(response_times) if response_times else 0,
'with_cost_impact': len(cost_rfis),
'total_cost_impact': sum(r.cost_amount for r in cost_rfis),
'with_schedule_impact': len(schedule_rfis),
'total_schedule_days': sum(r.schedule_days for r in schedule_rfis),
'by_priority': {
p.value: len([r for r in all_rfis if r.priority == p])
for p in RFIPriority
},
'by_assignee': self._group_by_assignee(all_rfis)
}
def _group_by_assignee(self, rfis: List[RFI]) -> dict:
"""Group RFIs by assignee"""
result = {}
for rfi in rfis:
if rfi.assigned_to not in result:
result[rfi.assigned_to] = {'total': 0, 'open': 0}
result[rfi.assigned_to]['total'] += 1
if rfi.status == RFIStatus.OPEN:
result[rfi.assigned_to]['open'] += 1
return result
def _notify_submission(self, rfi: RFI):
"""Send notification for new RFI"""
# Implement email/Telegram notification
print(f"📋 New RFI submitted: {rfi.rfi_number} - {rfi.subject}")
print(f" Assigned to: {rfi.assigned_to}")
print(f" Due: {rfi.date_required}")
def _notify_response(self, rfi: RFI):
"""Send notification for RFI response"""
print(f"✅ RFI responded: {rfi.rfi_number} - {rfi.subject}")
print(f" Response by: {rfi.response_by}")
def generate_report(self, output_path: str = None) -> str:
"""Generate RFI status report"""
stats = self.get_statistics()
report = f"""
RFI STATUS REPORT
Project: {self.project_id}
Generated: {datetime.now().strftime('%d.%m.%Y %H:%M')}
SUMMARY
═══════════════════════════════════════
Total RFIs: {stats['total']}
Open: {stats['open']}
Closed: {stats['closed']}
Overdue: {stats['overdue']}
Avg Response Time: {stats['avg_response_days']:.1f} days
IMPACT ANALYSIS
═══════════════════════════════════════
RFIs with Cost Impact: {stats['with_cost_impact']}
Total Cost Impact: ${stats['total_cost_impact']:,.2f}
RFIs with Schedule Impact: {stats['with_schedule_impact']}
Total Schedule Days: {stats['total_schedule_days']}
BY PRIORITY
═══════════════════════════════════════
"""
for priority, count in stats['by_priority'].items():
report += f"{priority}: {count}\n"
report += """
BY ASSIGNEE (Open)
═══════════════════════════════════════
"""
for assignee, data in stats['by_assignee'].items():
report += f"{assignee}: {data['open']} open / {data['total']} total\n"
if output_path:
with open(output_path, 'w') as f:
f.write(report)
return report
# Usage Example
if __name__ == "__main__":
# Initialize manager
manager = RFIManager(project_id="PROJECT-2026-001")
# Create RFI
rfi = manager.create_rfi(
subject="Clarification on electrical panel location",
question="""
Drawing E-101 shows main electrical panel in Room 105,
but specification Section 26 05 00 indicates utility room.
Please confirm correct location and provide updated drawing
if Room 105 is correct.
""",
submitted_by="Ivan Petrov",
submitted_by_company="ABC Electrical",
assigned_to="Architect",
spec_section="26 05 00",
drawing_ref="E-101",
location="Building A, Floor 1",
priority=RFIPriority.HIGH,
days_for_response=5
)
print(f"Created: {rfi.rfi_number}")
# Submit RFI
manager.submit_rfi(rfi.rfi_number)
# Respond to RFI
manager.respond_to_rfi(
rfi_number=rfi.rfi_number,
response="""
Room 105 is correct. Updated drawing E-101 Rev 2 attached.
Specification will be updated in next addendum.
""",
response_by="John Architect",
schedule_impact=True,
schedule_days=2
)
# Close RFI
manager.close_rfi(rfi.rfi_number)
# Generate report
print(manager.generate_report())
name: RFI Notification Workflow
trigger:
type: webhook
path: /rfi-notification
steps:
- parse_rfi:
node: Code
code: |
return {
rfi_number: $json.rfi_number,
subject: $json.subject,
assigned_to: $json.assigned_to,
due_date: $json.date_required,
priority: $json.priority
};
- get_recipient:
node: Google Sheets
operation: readRows
sheet: Contacts
filter: role = "={{$json.assigned_to}}"
- send_email:
node: Email
to: "={{$json.email}}"
subject: "[RFI {{$json.rfi_number}}] {{$json.subject}}"
body: |
New RFI requires your response:
RFI #: {{$json.rfi_number}}
Subject: {{$json.subject}}
Priority: {{$json.priority}}
Due Date: {{$json.due_date}}
Please respond in the project portal.
- send_telegram:
node: Telegram
operation: sendMessage
chatId: "={{$json.telegram_id}}"
text: |
📋 *New RFI: {{$json.rfi_number}}*
{{$json.subject}}
Priority: {{$json.priority}}
Due: {{$json.due_date}}
[View in Portal]({{PROJECT_PORTAL_URL}}/rfi/{{$json.rfi_number}})
## REQUEST FOR INFORMATION
**RFI Number:** [Auto-generated]
**Date:** [Today]
**Project:** [Project Name]
### QUESTION
**Subject:** [Brief title - max 80 characters]
**Specification Section:** [CSI number]
**Drawing Reference:** [Drawing number(s)]
**Location:** [Building/Floor/Area]
**Question:**
[Detailed question - be specific about what clarification is needed]
**Suggested Resolution:**
[If you have a proposed solution, include it here]
### ATTACHMENTS
- [ ] Relevant drawing sections
- [ ] Photos of field conditions
- [ ] Specification excerpts
### IMPACT ASSESSMENT
- Estimated Cost Impact: [ ] Yes [ ] No Amount: $_______
- Estimated Schedule Impact: [ ] Yes [ ] No Days: _______
- Work Stoppage: [ ] Yes [ ] No
**Response Required By:** [Date - default +7 days]
---
Submitted by: [Name, Company]
"A well-written RFI gets answered faster. Be specific, reference documents, and propose solutions."
还没有评价。欢迎分享你的使用感受。
无需登录即可发表。欢迎分享使用感受、提问,或说明在哪些环境下无法运行。
还没有评论。来写第一条吧。
Create 4D construction simulations by linking BIM elements to project schedules. Generate time-based visualizations, sequence analysis, and construction phasing with Gantt integration.
中文简介正在准备中。当前显示原文说明。
Analyze 5000+ IFC and Revit projects at scale for patterns, benchmarks, and insights. Big data analysis for construction.
中文简介正在准备中。当前显示原文说明。
Check construction AI systems against the EU AI Act (Regulation 2024/1689): classify risk of estimation, scheduling, CV and agent tools, document transparency, keep human oversight. Use when deploying or auditing AI in construction.
中文简介正在准备中。当前显示原文说明。
Orchestrate multiple AI agents for construction workflows: estimator, scheduler, document, QA and safety agents coordinated by a supervisor agent, with human checkpoints. Use when automating end-to-end project processes with agentic AI.
中文简介正在准备中。当前显示原文说明。
Create Apache Airflow DAGs for construction data pipelines. Orchestrate ETL, validation, and reporting workflows.
中文简介正在准备中。当前显示原文说明。
Automate as-built documentation and digital handover for construction. Compile project records, generate O&M manuals, create asset databases, and ensure complete project closeout.
中文简介正在准备中。当前显示原文说明。