
The Ping Point Labs AI platform enables pre-construction
intelligence that produces precise cost estimates
with confidence and speed.
Turn messy plan sets into confident, defensible estimates, without the long hours. 99% coverage of cost factors for Division 08 and Division 10.
Gain instant clarity from complex drawings and specs.
Archie extracts, interprets, and structures data directly from plan sets—delivering precise, defensible estimates in minutes, not days.
Plug Archie into your existing estimating or PM workflow.
No retraining required—our system adapts to your tools and formats, streamlining review and approval processes.
Auto-validation with human verification touchpoints.
Built-in checks and documentation ensure audit-ready, transparent results, and confidence to defend every number.
COST ESTIMATING WITH AI EFFICIENCY
Our custom solution that leverages image processing and LLM reasoning to process plan sets with hundreds of pages.

you can trust
Track and compare estimate accuracy across every project and cost division.
Division 08 estimate flagged
What's the variance?
Grab bar costs 12% above baseline
The AI validator acts as a quality control supervisor, ensuring every estimate meets accuracy standards.