HelonicHelonic

Purpose-built construction AI

Our proprietary AI model, trained specifically on construction drawings, delivers comprehensive issue coverage. Purpose-built for the construction industry, it understands drawing conventions, building codes, and cross-discipline coordination in ways generic models cannot.

Why proprietary AI matters

Generic models miss what construction-specific models catch.

ISSUE CATEGORIES
10
analyzed across every sheet
DETECTION ACCURACY
90%
from construction-specific training
OF DRAWINGS
1000s
used to train the model
SEVERITY SCORING
Smart
from construction domain knowledge

From drawings to AI analysis

How our construction-trained model produces high-confidence findings.

1

Upload drawings

Drop your PDF drawing set into Helonic. Every sheet is prepared for analysis by our proprietary construction-trained AI.

2

AI analysis

Our model, trained on thousands of construction drawings, analyzes every sheet, understanding drawing conventions, symbols, and cross-discipline relationships.

3

Intelligent filtering

A quality gate filters out false positives. Each issue is assigned a confidence score based on the model's domain knowledge and evidence strength.

4

Comprehensive report

You receive a detailed report with issues categorized by discipline, severity ratings, and confidence scores, giving you the most comprehensive analysis possible.

Key capabilities

What sets a construction-specific model apart from generic AI.

Spatial reasoning

Understands relationships between elements across disciplines, identifying coordination conflicts that generic AI would miss.

Code compliance

Trained on building codes and specification requirements, detecting violations and logical inconsistencies between drawing elements and notes.

Visual pattern recognition

Detects graphical anomalies, symbol inconsistencies, and layout issues specific to construction drawings.

Construction domain knowledge

Understands industry conventions like scale relationships, notation standards, and cross-discipline dependencies.

Confidence scoring

Every issue includes a confidence percentage based on evidence quality and issue clarity, helping you prioritize review time.

Why this matters

Generic AI models struggle with construction drawings because they lack domain-specific training. They do not understand drawing conventions, scale relationships, or how mechanical, electrical, and plumbing systems interact with structural elements. Our proprietary model was built from the ground up for this purpose.

Trained on thousands of real construction drawings, our model understands the nuances that matter: symbol conventions, notation standards, code requirements, and cross-discipline dependencies. Combined with an intelligent quality gate that filters false positives, this purpose-built approach delivers dramatically higher accuracy than generic AI tools applied to construction documents.

Keep exploring

Other ways our AI delivers value on real construction projects.

See our AI on your drawings

Upload your drawings and see what our construction-trained AI can find.