AI Management

Training records, knowledge base, and data sources

93%

Avg Estimate Accuracy

635

Training Data Points

5

Active Data Sources

4

Completed Projects Learned

Project Training Records

Each completed project teaches the AI to improve estimates, predict scope changes, and recommend materials.

Queen West 1-Bed (2024)

Dec 2024

Electrical typically 12% over in pre-2000 condos due to aluminum wiring replacement.

94%

Accuracy

2

Changes

142

Data Pts

Liberty Village Studio (2024)

Oct 2024

Small units (<600 sq.ft.) have higher per-sqft costs due to same fixed overheads.

97%

Accuracy

1

Changes

98

Data Pts

Harbourfront 2-Bed (2024)

Aug 2024

Waterfront buildings often have concrete ceilings requiring tapcon anchoring for all ceiling fixtures.

91%

Accuracy

3

Changes

185

Data Pts

St. Lawrence Market Loft (2023)

May 2023

Heritage buildings require additional permits and structural engineering review. Budget 15% contingency.

88%

Accuracy

4

Changes

210

Data Pts

AI Confidence by Category

Kitchen Renovations (Condo)
28 projectsHigh94%
x
Bathroom Renovations (Condo)
22 projectsHigh92%
x
Full Gut Renovations (Condo)
15 projectsModerate89%
x
Kitchen Renovations (House)
8 projectsModerate78%
x
Basement Renovations
4 projectsLow65%
x