AIIR Fusion™ Power
The intelligent technology layer behind VizeEst. AIIR Fusion™ Power combines AI-driven drawing interpretation, structural intelligence, and visual reconstruction into a unified engine purpose-built for steel estimating. Not generic document processing, but domain-specific structural understanding.
A fusion approach built for estimating confidence.
AIIR Fusion™ Power does not rely on a single AI technique. It fuses computer vision for drawing element detection, natural language processing for callout interpretation, structural engineering logic for member classification, and spatial reasoning for 3D reconstruction, all calibrated specifically for structural steel fabrication drawings.
- Computer vision for steel member and symbol detection
- NLP-based callout and schedule interpretation
- Structural engineering logic for member classification and validation
How does AIIR Fusion™ Power improve estimating?
The engine processes uploaded drawing sets through a multi-stage pipeline: first identifying drawing types and orientations, then detecting structural members, extracting dimensional callouts, classifying steel sections, and finally reconstructing spatial relationships into a navigable 3D model. Each stage feeds validated data to the next, creating a compounding accuracy advantage.
- Multi-stage processing pipeline with stage-gate validation
- Drawing type classification: plans, elevations, details, schedules
- Compounding accuracy through sequential verification stages
Built for steel. Not retrofitted from generic AI.
Generic AI document processing tools struggle with structural steel drawings because they lack domain context, they cannot distinguish a W14x22 beam callout from a grid line label, or understand that a moment connection detail implies specific material and labor scope. AIIR Fusion™ Power is trained on structural steel conventions, AISC standards, and real fabrication shop workflows.
- Trained on AISC steel section databases and naming conventions
- Understands connection types: shear, moment, braced frame, base plate
- Calibrated for real fabrication shop drawing formats and standards
Technology that earns estimator trust through accuracy.
Estimators will only adopt technology they can trust, and trust comes from consistent, verifiable accuracy on real-world drawing sets. AIIR Fusion™ Power is designed to be transparent in its outputs, showing estimators exactly what was detected, how it was classified, and where confidence levels vary, so they can verify and override with full context.
- Transparent confidence scoring for every detected element
- Full traceability from extracted quantity back to source drawing
- Continuous improvement through feedback loop integration