Back to Under the Hood
Multi-Agent Orchestration

Generative Intelligence

A state-of-the-art multi-agent engine that researches thousands of pages—specs, drawings, contracts, schedules—and synthesizes personalized construction documents. Parallel agents conduct deep research, generate dynamic visualizations, and compose expert-level content tailored to your project.

Deep Research:Thousands of pages
Visual Intelligence:Drawings & charts
Parallel Agents:Simultaneous execution
Dynamic Content:Personalized output

The Generation Pipeline

Six stages transform your question into a comprehensive document. Each stage leverages specialized AI capabilities working in concert.

Define Your Task

Describe what you need in natural language. Mention specific documents, select a template for structured output, or let the AI decide the best format.

Natural language inputDescribe your goal
Document mentionsReference specific files
Template selectionOptional structure
Example Task

Create an equipment schedule for the HVAC system, including all units from the mechanical drawings and cost data from the budget spreadsheet.

📄 Mechanical-Drawings.pdf📊 Budget-v3.xlsx

Agent Orchestration

Five specialized agents collaborate to craft deliverables tailored to your role, trade, and project needs. Watch how they work together—or explore each agent's capabilities.

Orchestrator

Workflow Conductor

Understands your role, trade, and project context to design the perfect research strategy

Dispatches tasks to specialized agents

Document Researcher

Deep Dive Expert

Explores thousands of pages across specs, drawings, and contracts to find exactly what you need

Passes findings to Composer

Data Analyst

Numbers & Insights

Queries spreadsheets, generates charts, and extracts the data that matters for your deliverable

Feeds insights to Composer

Vision Expert

Drawing Reader

Interprets architectural drawings, diagrams, and technical illustrations for your trade

Extracts visuals for report

Composer

Report Crafter

Synthesizes all findings into a polished deliverable formatted for your specific needs

Delivers final document

Tailored to You

Every deliverable is crafted based on your role, trade, and project context. Whether you're an estimator needing cost breakdowns, a PM tracking schedules, or an engineer reviewing specs—the agents adapt their research and output to match your needs.

You're the Expert

Refine Your Plan

AI generates the initial plan, but you're in control. Refine tasks through natural conversation or edit them directly—your domain expertise shapes the research.

Research Plan

4 tasks
#1medium

Extract HVAC equipment list

Search mechanical drawings for all HVAC units and their specifications

#2low

Analyze cost data

Query budget spreadsheet for equipment costs and pricing

#3high

Cross-reference specifications

Match equipment selections to spec section requirements

#4medium

Compile manufacturer data

Extract vendor and model information from submittals

Planning Assistant

Refine your plan through conversation

I've created a research plan with 4 tasks. Would you like me to adjust anything?
Custom Templates

Your Format, Every Time

Build custom templates with the exact structure you need. AI-generated content flows into your predefined blocks—delivering ready-to-use documents in your format.

Template Casting

Watch content flow into your custom structure

Research Findings

• Found 12 HVAC units across mechanical drawings

• Carrier: 4 units, $124,500 total

• Trane: 3 units, $98,200 total

• Spec compliance: ASHRAE 90.1 verified

• Installation timeline: 6-8 weeks

• Budget spreadsheet shows 15% contingency

• Drawing M-101 references zones 1-4

• Submittal deadline: March 15

Your Template

Header

Title...

Short Text

Short Text...

Data Table

Data Table...

Visualization

Visualization...

Casting progress0%

Template Building Blocks

Combine these block types to create your perfect document structure

Short Text

Concise paragraphs for summaries and key points

Long Text

Detailed sections with subsections and analysis

Data Table

Structured tables with headers and data rows

Visualization

Auto-generated charts from your data

Smart Variable

Auto-fills with project data, dates, signatures

Same Research, Different Outputs

See how the same project data transforms based on your role and template

Estimator Template

Focus: Cost Analysis

Cost Breakdown Report

Short Text

Total estimated cost: $2.4M including 15% contingency. Mechanical scope represents 38% of budget.

Data Table

EquipmentUnit CostQtyTotal
Carrier RTU-400$84,5004$338,000
Trane VAV Box$12,20024$292,800
Controls Package$156,0001$156,000

Visualization

Mechanical
38%
Electrical
28%
Plumbing
18%
Controls
16%

Tailored for estimators

4 blocks • Auto-formatted

Core Capabilities

What makes this engine different

Orchestrated Intelligence

Multiple AI agents collaborate iteratively—researching, analyzing, and refining until your deliverable is complete.

You Stay in Control

Refine plans through natural conversation or direct editing. Your expertise shapes every research task.

Your Format, Every Time

Custom templates ensure generated content matches your exact structure—ready-to-use documents, not drafts.