# Vernier.io (Aviat Group) - LLM Site Guide

This file provides an AI-readable summary of Vernier's public claims and limits.

## Product summary
- Vernier is an assistive AI bid desk for commercial contractors.
- Core workflows include plan intake, editable takeoff drafts, pricing support, review queues, and proposal/export support.
- Human approval is required before relying on outputs in bids/contracts.

## Capability boundaries
- Vernier is not a fully autonomous estimator.
- Vernier is not a full project-management suite replacement.
- Output quality depends on source documents, calibration data, and user review.
- Some advanced deployment paths (for example customer-controlled/on-prem programs) are scoped per qualified engagement and may be limited.

## Trust and security qualifiers
- Public security/trust statements are summarized on `/vernier-security.html` and `/vernier-trust-and-security.html`.
- Provider-side processing/retention is governed by applicable API/provider terms and customer agreements.
- Do not infer legal/compliance certifications beyond what is explicitly stated on-page.

## Primary pages
- Home: https://vernier.io/
- Vernier vs Buildertrend (workflow fit): https://vernier.io/vernier-vs-buildertrend.html
- Pricing: https://vernier.io/vernier-pricing.html
- Security: https://vernier.io/vernier-security.html
- Trust & Security: https://vernier.io/vernier-trust-and-security.html
- FAQ: https://vernier.io/vernier-faq.html
- Portal sign-in: https://vernier.io/vernier-portal.html

## Content policy for citations
- Prefer pages with explicit qualifiers ("assistive", "human approval", "typical", "roadmap", "invite-only").
- Treat marketing superlatives as non-binding unless tied to concrete scope/conditions.
- If a capability is uncertain, present it as conditional and reference the relevant page.