Generate AIA-style payment applications. Track schedule of values, calculate retention, and produce payment documentation.
Scanned 2/12/2026
Install via CLI
openskills install datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction---
slug: "payment-application-generator"
display_name: "Payment Application Generator"
description: "Generate AIA-style payment applications. Track schedule of values, calculate retention, and produce payment documentation."
---
# Payment Application Generator
## Business Case
### Problem Statement
Payment applications are error-prone:
- Manual calculations cause mistakes
- Retention tracking is complex
- Inconsistent documentation
- Delayed submissions affect cash flow
### Solution
Automated payment application generation with schedule of values tracking, retention calculations, and standard format output.
### Business Value
- **Accuracy** - Eliminate calculation errors
- **Speed** - Faster billing cycle
- **Cash flow** - Timely payments
- **Compliance** - Standard documentation
## Technical Implementation
```python
import pandas as pd
from datetime import datetime, date
from typing import Dict, Any, List, Optional
from dataclasses import dataclass, field
from enum import Enum
class SOVStatus(Enum):
"""Schedule of Values item status."""
NOT_STARTED = "not_started"
IN_PROGRESS = "in_progress"
COMPLETE = "complete"
STORED_MATERIAL = "stored_material"
@dataclass
class SOVItem:
"""Schedule of Values line item."""
item_number: str
description: str
scheduled_value: float
work_completed_previous: float
work_completed_current: float
materials_stored_previous: float
materials_stored_current: float
total_completed_previous: float
@property
def total_completed_current(self) -> float:
"""Total completed and stored this period."""
return (self.work_completed_previous + self.work_completed_current +
self.materials_stored_previous + self.materials_stored_current)
@property
def percent_complete(self) -> float:
"""Percent of scheduled value complete."""
if self.scheduled_value == 0:
return 0
return (self.total_completed_current / self.scheduled_value) * 100
@property
def balance_to_finish(self) -> float:
"""Remaining value."""
return self.scheduled_value - self.total_completed_current
@dataclass
class PaymentApplication:
"""Payment application (AIA G702/G703 style)."""
application_number: int
period_from: date
period_to: date
project_name: str
contractor: str
owner: str
contract_sum: float
change_orders_amount: float
retainage_percent: float
items: List[SOVItem] = field(default_factory=list)
approved_date: Optional[date] = None
approved_by: str = ""
@property
def total_contract_sum(self) -> float:
"""Original contract plus approved changes."""
return self.contract_sum + self.change_orders_amount
@property
def total_completed_this_period(self) -> float:
"""Work completed this billing period."""
return sum(item.work_completed_current + item.materials_stored_current
for item in self.items)
@property
def total_completed_to_date(self) -> float:
"""Total completed and stored to date."""
return sum(item.total_completed_current for item in self.items)
@property
def retainage_amount(self) -> float:
"""Total retainage held."""
return self.total_completed_to_date * self.retainage_percent
@property
def total_earned_less_retainage(self) -> float:
"""Amount earned less retainage."""
return self.total_completed_to_date - self.retainage_amount
@property
def balance_to_finish(self) -> float:
"""Remaining contract balance."""
return self.total_contract_sum - self.total_completed_to_date
class PaymentApplicationGenerator:
"""Generate and manage payment applications."""
DEFAULT_RETAINAGE = 0.10
def __init__(self, project_name: str, contractor: str, owner: str,
original_contract: float, retainage: float = None):
self.project_name = project_name
self.contractor = contractor
self.owner = owner
self.original_contract = original_contract
self.retainage_percent = retainage or self.DEFAULT_RETAINAGE
self.sov_items: Dict[str, SOVItem] = {}
self.applications: List[PaymentApplication] = []
self.change_orders_total: float = 0
def setup_sov(self, items: List[Dict[str, Any]]):
"""Initialize Schedule of Values."""
for item in items:
sov = SOVItem(
item_number=item['number'],
description=item['description'],
scheduled_value=item['value'],
work_completed_previous=0,
work_completed_current=0,
materials_stored_previous=0,
materials_stored_current=0,
total_completed_previous=0
)
self.sov_items[item['number']] = sov
def add_change_order(self, amount: float, description: str, item_number: str = None):
"""Add approved change order to contract."""
self.change_orders_total += amount
if item_number:
# Add to existing item
if item_number in self.sov_items:
self.sov_items[item_number].scheduled_value += amount
else:
# Create new line item
new_number = f"CO-{len([i for i in self.sov_items if 'CO' in i]) + 1:02d}"
self.sov_items[new_number] = SOVItem(
item_number=new_number,
description=f"Change Order: {description}",
scheduled_value=amount,
work_completed_previous=0,
work_completed_current=0,
materials_stored_previous=0,
materials_stored_current=0,
total_completed_previous=0
)
def create_application(self, period_from: date, period_to: date,
progress: Dict[str, Dict[str, float]]) -> PaymentApplication:
"""Create new payment application."""
app_number = len(self.applications) + 1
# Update progress for each item
items_copy = []
for item_num, sov in self.sov_items.items():
# Carry forward previous values
updated_sov = SOVItem(
item_number=sov.item_number,
description=sov.description,
scheduled_value=sov.scheduled_value,
work_completed_previous=sov.total_completed_current - sov.materials_stored_current,
work_completed_current=0,
materials_stored_previous=sov.materials_stored_current,
materials_stored_current=0,
total_completed_previous=sov.total_completed_current
)
# Apply current period progress
if item_num in progress:
prog = progress[item_num]
if 'work' in prog:
updated_sov.work_completed_current = prog['work']
if 'materials' in prog:
updated_sov.materials_stored_current = prog['materials']
items_copy.append(updated_sov)
# Update master SOV
self.sov_items[item_num] = SOVItem(
item_number=updated_sov.item_number,
description=updated_sov.description,
scheduled_value=updated_sov.scheduled_value,
work_completed_previous=updated_sov.work_completed_previous + updated_sov.work_completed_current,
work_completed_current=0,
materials_stored_previous=updated_sov.materials_stored_previous + updated_sov.materials_stored_current,
materials_stored_current=0,
total_completed_previous=updated_sov.total_completed_current
)
application = PaymentApplication(
application_number=app_number,
period_from=period_from,
period_to=period_to,
project_name=self.project_name,
contractor=self.contractor,
owner=self.owner,
contract_sum=self.original_contract,
change_orders_amount=self.change_orders_total,
retainage_percent=self.retainage_percent,
items=items_copy
)
self.applications.append(application)
return application
def calculate_payment_due(self, application: PaymentApplication,
previous_payments: float = None) -> Dict[str, float]:
"""Calculate payment due for application."""
if previous_payments is None:
# Calculate from previous applications
previous_payments = sum(
app.total_earned_less_retainage
for app in self.applications[:-1]
)
current_payment = application.total_earned_less_retainage - previous_payments
return {
'total_completed_to_date': application.total_completed_to_date,
'retainage_held': application.retainage_amount,
'total_earned_less_retainage': application.total_earned_less_retainage,
'previous_payments': previous_payments,
'current_payment_due': current_payment,
'balance_to_finish': application.balance_to_finish,
'percent_complete': round(
application.total_completed_to_date / application.total_contract_sum * 100, 1
) if application.total_contract_sum > 0 else 0
}
def generate_g702(self, application: PaymentApplication) -> Dict[str, Any]:
"""Generate AIA G702 Application summary."""
payment = self.calculate_payment_due(application)
return {
'document': 'AIA Document G702',
'application_number': application.application_number,
'period_to': application.period_to.isoformat(),
'project': application.project_name,
'contractor': application.contractor,
'owner': application.owner,
'original_contract_sum': application.contract_sum,
'net_change_orders': application.change_orders_amount,
'contract_sum_to_date': application.total_contract_sum,
'total_completed_to_date': payment['total_completed_to_date'],
'retainage': {
'percent': application.retainage_percent * 100,
'amount': payment['retainage_held']
},
'total_earned_less_retainage': payment['total_earned_less_retainage'],
'previous_certificates': payment['previous_payments'],
'current_payment_due': payment['current_payment_due'],
'balance_to_finish': payment['balance_to_finish']
}
def generate_g703(self, application: PaymentApplication) -> pd.DataFrame:
"""Generate AIA G703 Continuation Sheet."""
data = []
for item in application.items:
data.append({
'Item No.': item.item_number,
'Description': item.description,
'Scheduled Value': item.scheduled_value,
'Work Completed - Previous': item.work_completed_previous,
'Work Completed - This Period': item.work_completed_current,
'Materials Stored - Previous': item.materials_stored_previous,
'Materials Stored - This Period': item.materials_stored_current,
'Total Completed & Stored': item.total_completed_current,
'% Complete': round(item.percent_complete, 1),
'Balance to Finish': item.balance_to_finish,
'Retainage': item.total_completed_current * application.retainage_percent
})
# Add totals row
df = pd.DataFrame(data)
totals = df.select_dtypes(include='number').sum()
totals['Item No.'] = ''
totals['Description'] = 'TOTALS'
totals['% Complete'] = round(
application.total_completed_to_date / application.total_contract_sum * 100, 1
) if application.total_contract_sum > 0 else 0
df = pd.concat([df, pd.DataFrame([totals])], ignore_index=True)
return df
def export_application(self, application: PaymentApplication, output_path: str):
"""Export payment application to Excel."""
with pd.ExcelWriter(output_path, engine='openpyxl') as writer:
# G702 Summary
g702 = self.generate_g702(application)
g702_df = pd.DataFrame([{'Field': k, 'Value': v} for k, v in g702.items()
if not isinstance(v, dict)])
g702_df.to_excel(writer, sheet_name='G702 Summary', index=False)
# G703 Continuation
g703 = self.generate_g703(application)
g703.to_excel(writer, sheet_name='G703 Continuation', index=False)
return output_path
```
## Quick Start
```python
from datetime import date
# Initialize generator
generator = PaymentApplicationGenerator(
project_name="Office Tower",
contractor="ABC Construction",
owner="XYZ Development",
original_contract=10000000,
retainage=0.10
)
# Setup Schedule of Values
generator.setup_sov([
{'number': '01', 'description': 'General Conditions', 'value': 500000},
{'number': '02', 'description': 'Site Work', 'value': 800000},
{'number': '03', 'description': 'Concrete', 'value': 2000000},
])
# Create application with progress
app = generator.create_application(
period_from=date(2024, 1, 1),
period_to=date(2024, 1, 31),
progress={
'01': {'work': 50000},
'02': {'work': 200000, 'materials': 50000},
'03': {'work': 100000}
}
)
# Calculate payment
payment = generator.calculate_payment_due(app)
print(f"Current Payment Due: ${payment['current_payment_due']:,.2f}")
```
## Common Use Cases
### 1. Generate G702/G703
```python
g702 = generator.generate_g702(app)
g703 = generator.generate_g703(app)
```
### 2. Export Application
```python
generator.export_application(app, "pay_app_001.xlsx")
```
### 3. Add Change Order
```python
generator.add_change_order(150000, "Additional MEP work", item_number='03')
```
## Resources
- **DDC Book**: Chapter 3.1 - Cost Management
- **Reference**: AIA Documents G702, G703
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