About TeraContext.AI
AI Document Intelligence for Commercial Construction
TeraContext.AI is a specialized product line of Joshua8.AI, focused exclusively on solving one of the most challenging problems in commercial construction: enabling AI to work effectively with the massive document sets that define modern construction projects.
The Challenge We Solve
Commercial construction projects generate enormous documentation:
- Project specifications spanning 15+ volumes (2,000-5,000 pages)
- Contract documents (500-1,000 pages)
- Drawings (50-500 sheets)
- Submittals (10,000-100,000 pages)
- RFIs and correspondence (500-2,000+ documents)
- Code references (thousands of pages of IBC, NFPA, local amendments)
Total: 15,000-100,000+ pages per major project
Standard AI tools can’t handle documents this large. Even models with 1M+ token context windows struggle with the complexity of cross-references, CSI MasterFormat structure, and the precise citations construction professionals require.
Our Approach
We don’t just throw more compute power at the problem. We employ sophisticated techniques that understand construction document structure, extract relevant context, and deliver precisely what you need:
Retrieval-Augmented Generation (RAG) Intelligent chunking, embedding, and retrieval optimized for CSI MasterFormat structure. Find the right spec section in seconds, not minutes.
GraphRAG Knowledge graph structures that preserve relationships between specs, drawings, standards, and codes—enabling reasoning across complex cross-references.
Multi-Layer Summarization RAPTOR and other advanced techniques that build hierarchical understanding, from division-level overviews to specific section details.
CSI MasterFormat Optimization Built-in understanding of Divisions 00-49, section numbering, and cross-division references that standard AI tools lack.
Construction Platform Integration Native integration with Procore, Autodesk Construction Cloud, PlanGrid, and other construction management platforms.
Part of the Joshua8.AI Ecosystem
TeraContext.AI benefits from the broader Joshua8.AI platform’s capabilities while maintaining focused expertise in construction document intelligence:
- Access to cutting-edge AI research and implementation
- Integration with enterprise workflows and systems
- Security and compliance frameworks for sensitive project documents
- Continuous innovation as AI capabilities evolve
- Production-proven techniques refined across multiple deployments
Our Commitment
We’re committed to staying at the forefront of construction document AI, continuously evaluating new approaches, and implementing the most effective solutions for our clients’ specific needs.
As AI technology evolves, so do we—but our focus remains constant: making your construction documentation work for you, not against you.
Our Services
Consultation & Assessment
We analyze your project documentation landscape and requirements to design the optimal approach for your organization.
Custom Solution Development
Tailored implementations that integrate with your existing construction management workflows and systems.
Platform Integration
We work with your preferred construction platforms—Procore, ACC/BIM 360, PlanGrid, ProjectWise, and others.
Training & Support
Comprehensive training for estimators, project managers, field supervisors, and support staff. Ongoing support as your needs evolve.
Performance Optimization
Continuous monitoring and refinement to ensure optimal results as your project portfolio grows.
Why Construction?
We chose to focus exclusively on commercial construction because:
- The document complexity is extreme - No other industry routinely works with 15+ volumes of interconnected specifications
- The cost of errors is massive - A missed spec cross-reference can mean hundreds of thousands in change orders
- The time pressure is constant - RFIs pile up, schedules slip, and field teams wait for answers
- The expertise required is deep - Understanding CSI MasterFormat, code compliance, and construction workflows requires specialized knowledge
Generic AI tools fail in construction. We built something that doesn’t.
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