System Architecture
Deterministic pipeline for compliance, estimation, and permit generation.
Pipeline
Preparation
PrePlanning Engine
Expands the submitted work scope into an executable preflight plan.
- Scope checkpoints
- Required upstream data flags
- Preflight assumptions log
Scope Normalization
Converts variable user language into structured scope tokens used by downstream engines.
- Normalized task labels
- Trade-specific scope tokens
- Ambiguity flags
Compliance + Authority
Compliance Engine
Evaluates normalized scope against applicable code logic and internal rulesets.
- Compliance checks
- Required corrections
- Code references
AHJ Intelligence
Applies jurisdiction-specific authority logic on top of base compliance behavior.
- Authority profile
- Local procedural flags
- Submission dependencies
Code Adoption
Determines which code editions and local amendments control the job.
- Adopted code set
- Amendment references
- Edition precedence map
Submission Rules
Builds the jurisdiction-specific package requirements for permit submission.
- Required forms list
- Document checklist
- Submission sequence
Output + Execution
Estimator Engine
Generates structured labor and cost outputs from the normalized scope.
- Line-item estimate
- Labor allocations
- Cost summary
Bill of Materials
Derives the material list required to execute the approved scope.
- Material schedule
- Quantity totals
- Procurement flags
Load Calc Engine
Calculates load and capacity values required for system sizing and review.
- Demand calculations
- Capacity results
- Sizing warnings
Diagram Engine
Generates structured diagrams and support graphics from the validated project model.
- Diagram artifacts
- Panel or system layouts
- Attachment-ready visuals
Inspection + Validation
Inspection Intelligence
Translates project state into inspection-focused checks, risks, and expected review points.
- Inspection checkpoints
- Risk flags
- Validation notes