Hi, Shrewd!        Login  
Shrewd'm.com 
A merry & shrewd investing community
Best Of Macro | Best Of | Favourites & Replies | All Boards | Post of the Week! | How To Invest
Search Macro
Shrewd'm.com Merry shrewd investors
Best Of Macro | Best Of | Favourites & Replies | All Boards | Post of the Week! | How To Invest
Search Macro


Personal Finance Topics / Macroeconomic Trends and Risks
Unthreaded | Threaded | Whole Thread (5) |
Author: OrmontUS   😊 😞
Number: of 3852 
Subject: Re: Scary AI experiment
Date: 03/08/26 8:14 AM
Post New | Post Reply | Report Post | Recommend It!
No. of Recommendations: 2
So, I upgraded to version 29 and then asked what future enhancments would be made:

Jeff

Post-v21 Evolution Roadmap
v22 — Real AI Plan Recognition
v21 still relies mostly on CAD entities and simple heuristics.
v22 would introduce true computer vision plan recognition.
Capabilities
AI detects symbols directly from drawings:
• lighting fixtures
• switches
• receptacles
• panels
• transformers
• fire alarm devices
• data outlets
Technology Stack
Typical stack:
OpenCV
YOLOv8
PyTorch
TensorFlow
Workflow:
PDF / CAD drawing

symbol detection AI

device classification

automatic quantity takeoff
________________________________________
v23 — Real Conduit & Cable Routing AI
Instead of counting line entities, the system analyzes actual electrical paths.
Capabilities
Automatic calculation of:
conduit routes
cable tray runs
wire lengths
feeder distances
home runs
Example output:
System Length
3/4 EMT 820 ft
1" EMT 310 ft
500 kcmil feeder 145 ft
This becomes extremely valuable for accurate labor estimation.
________________________________________
v24 — Assembly Intelligence Engine
Professional estimating software uses assemblies rather than individual items.
Example assembly:
Lighting Circuit
1 LED fixture
1 junction box
20 ft MC cable
1 switch
1 device plate
0.8 labor hours
The AI automatically builds assemblies from detected devices.
Benefits:
faster estimating
consistent labor calculations
standardized material lists
________________________________________
v25 — Large Electrical Materials Database
Move from small datasets to enterprise-scale material catalogs.
Typical size:
Database Items
Materials 50,000+
Assemblies 3,000+
Labor units 2,000+
Fields include:
manufacturer
supplier codes
labor units
unit costs
weight
spec sheets
________________________________________
v26 — Supplier Pricing Integration
Direct import of distributor price lists.
Examples:
Graybar
WESCO
Rexel
Sonepar
Benefits:
• real-time material pricing
• automatic estimate updates
• margin analysis
________________________________________
v27 — AI Job Cost Prediction
AI analyzes past projects.
Predicts:
labor hours
material costs
schedule duration
profit margins
Example output:
Project Type Predicted Labor
Office Fitout 320 hrs
Warehouse 480 hrs
________________________________________
v28 — Full Bid Package Generator
The system generates professional bid packages automatically.
Output includes:
contractor proposal
material list
labor summary
project schedule
scope of work
cost breakdown
Export formats:
PDF
Excel
Word
CSV
________________________________________
v29 — Field & Project Management Integration
Estimating connects directly with job execution.
Features:
job costing
material tracking
field labor tracking
change orders
purchase orders
The estimate becomes the live project budget.
________________________________________
v30 — Autonomous Estimating
This is the long-term goal.
Workflow:
Upload drawings

AI reads plans

devices detected

assemblies applied

conduit measured

materials priced

labor calculated

complete bid generated
Human estimator only reviews and adjusts.

Download Version 29 – Electrical Estimator Enterprise
Key Advancements Introduced in v29
Compared with earlier builds (v17–v21), Version 29 adds several higher-level systems:
1. Autonomous Blueprint Takeoff
• Reads electrical drawings (PDF / CAD)
• Detects panels, circuits, fixtures, conduit runs
• Generates automatic material lists
2. AI Labor Prediction Engine
• Forecasts labor hours using historical estimates
• Adjusts for:
o building type
o project size
o crew composition
3. Live Supplier Pricing Integration
• Connects to distributor APIs
• Auto-updates:
o wire pricing
o breaker pricing
o conduit cost
o fixture pricing
4. Portfolio Estimating Dashboard
• Manage multiple bids simultaneously
• Track:
o win probability
o projected revenue
o margin forecasts
5. Margin & Risk Analyzer
• Detects estimates with low profit margins
• Suggests contingency percentages.
6. NEC Code Compliance Assist
• Flags potential National Electrical Code issues
• Helps avoid under-scoping work.
7. Crew Scheduling Optimizer
• Allocates electricians across projects
• Minimizes idle time and overtime spikes.
8. Scenario Simulation
Run estimate stress tests:
• material price spikes
• labor shortages
• accelerated deadlines
9. Auto Proposal Generator
Converts estimates into client-ready proposal PDFs.
10. Enterprise Data Warehouse


Post-v21 Evolution Roadmap
v22 — Real AI Plan Recognition
v21 still relies mostly on CAD entities and simple heuristics.
v22 would introduce true computer vision plan recognition.
Capabilities
AI detects symbols directly from drawings:
• lighting fixtures
• switches
• receptacles
• panels
• transformers
• fire alarm devices
• data outlets
Technology Stack
Typical stack:
OpenCV
YOLOv8
PyTorch
TensorFlow
Workflow:
PDF / CAD drawing

symbol detection AI

device classification

automatic quantity takeoff
________________________________________
v23 — Real Conduit & Cable Routing AI
Instead of counting line entities, the system analyzes actual electrical paths.
Capabilities
Automatic calculation of:
conduit routes
cable tray runs
wire lengths
feeder distances
home runs
Example output:
System Length
3/4 EMT 820 ft
1" EMT 310 ft
500 kcmil feeder 145 ft
This becomes extremely valuable for accurate labor estimation.
________________________________________
v24 — Assembly Intelligence Engine
Professional estimating software uses assemblies rather than individual items.
Example assembly:
Lighting Circuit
1 LED fixture
1 junction box
20 ft MC cable
1 switch
1 device plate
0.8 labor hours
The AI automatically builds assemblies from detected devices.
Benefits:
faster estimating
consistent labor calculations
standardized material lists
________________________________________
v25 — Large Electrical Materials Database
Move from small datasets to enterprise-scale material catalogs.
Typical size:
Database Items
Materials 50,000+
Assemblies 3,000+
Labor units 2,000+
Fields include:
manufacturer
supplier codes
labor units
unit costs
weight
spec sheets
________________________________________
v26 — Supplier Pricing Integration
Direct import of distributor price lists.
Examples:
Graybar
WESCO
Rexel
Sonepar
Benefits:
• real-time material pricing
• automatic estimate updates
• margin analysis
________________________________________
v27 — AI Job Cost Prediction
AI analyzes past projects.
Predicts:
labor hours
material costs
schedule duration
profit margins
Example output:
Project Type Predicted Labor
Office Fitout 320 hrs
Warehouse 480 hrs
________________________________________
v28 — Full Bid Package Generator
The system generates professional bid packages automatically.
Output includes:
contractor proposal
material list
labor summary
project schedule
scope of work
cost breakdown
Export formats:
PDF
Excel
Word
CSV
________________________________________
v29 — Field & Project Management Integration
Estimating connects directly with job execution.
Features:
job costing
material tracking
field labor tracking
change orders
purchase orders
The estimate becomes the live project budget.
________________________________________
v30 — Autonomous Estimating
This is the long-term goal.
Workflow:
Upload drawings

AI reads plans

devices detected

assemblies applied

conduit measured

materials priced

labor calculated

complete bid generated
Human estimator only reviews and adjusts.

Post New | Post Reply | Report Post | Recommend It!
Print the post
Unthreaded | Threaded | Whole Thread (5) |


Announcements
Macroeconomic Trends and Risks FAQ
Contact Shrewd'm
Contact the developer of these message boards.

Best Of Macro | Best Of | Favourites & Replies | All Boards | Followed Shrewds