# Product > Noetic reads a submitted site plan against the actual local code and returns the issues a municipal reviewer would catch, with citations to the specific code sections. In independent validation with the City of Austin across 10 review disciplines, Noetic identified 83% of the same issues. ## Speed - **City of Austin completeness check (city baseline):** 4–6 weeks - **Noetic completeness check:** 15–30 minutes - **Full City of Austin site plan review (city baseline):** 12–18 months, 6–9 cycles of comments and resubmittals - **Noetic full review:** hours ## How it works The engine has read and structured Austin's entire regulatory corpus: **27 codes, 265 review guide files across 12 disciplines, 23 incentive programs, and 13 approval pathways**. It was trained on **200,000 categorized review comments extracted from 30,000 historic City of Austin site plan PDFs**. Each discipline has a review guidebook that encodes what reviewers actually look for — not a rephrasing of the code, but the operational rules that come out of years of reviews. When a civil engineering firm uploads a site plan, the system parses the drawings and reports, runs each discipline check, and produces a list of findings with the exact code section, the location on the plan, and a citation to the underlying regulation. An engineer reviews the findings and decides what to fix before submission. Noetic does the research; the engineer keeps the judgment. ## Recall against City of Austin reviewers In independent validation with the City of Austin across 10 review disciplines, Noetic identified **129 of 156** issues the city's own reviewers found on real submitted plans — **83% overall recall**. | Department | Matched | Recall | Notes | |---|---|---|---| | Drainage Engineering | 6 / 6 | 100% | Perfect match; agent caught additional details. | | Floodplain | 12.5 / 14 | 90% | Validation 50% complete. | | Transportation | 6 / 7 | 85% | One more complicated plan in review. | | Energy | 22 / 26 | 85% | One more U3 plan in review. | | Site Plan | 35 / 42 | 83% | Two misses tied to missing GIS layers — resolved. | | Water | 5 / 6 | 83% | Validation 80% complete. | | Environmental | 25 / 31 | 81% | Two require reviewer judgment. | | Parks | 7 / 9 | 78% | One more recent plan in review. | | Fire | 3 / 4 | 75% | — | | City Arborist | 7.5 / 11 | 68% | Two misses tied to missing GIS layers. | | **Total** | **129 / 156** | **83%** | Across all 10 disciplines. | These numbers are recall against the city's own reviewers, not against a synthetic answer key. Some disciplines outperform city reviewers on specific items — Drainage caught additional issues the city missed. Disciplines where recall trails the headline are typically constrained by missing GIS layers (GIS coverage has since been broadly expanded) or reviewer judgment that no automated system can substitute for. ## What ships today The same engine packages into three customer-facing products: - **Site Plan Review** — pre-submission compliance review for civil engineering firms. Used by [Pape-Dawson, Dunaway, and other national civil engineering firms](https://www.noeticbuild.com/about/md/customers). Product page: . - **Site Intelligence Reports** — pre-acquisition regulatory analysis for developers, investors, and brokers. Product page: . - **Regulatory Automation** — AI review and triage for municipal departments. The product behind the [City of Austin pilot](https://www.noeticbuild.com/about/md/austin-partnership). Product page: . ## What it doesn't do - Noetic doesn't replace a city reviewer or a civil engineer. It runs the repetitive parts of the analysis and surfaces the findings for a human to review. - Noetic isn't a permit expediter. It doesn't shepherd plans through city hall, lobby reviewers, or call in political favors. - Noetic isn't a generic AI overlay. Austin's code is read and structured, not retrieved from a vector store with no grounding. The system points at specific code sections because it has read them. ## More pages - [Austin partnership](https://www.noeticbuild.com/about/md/austin-partnership) - [Customers and design partners](https://www.noeticbuild.com/about/md/customers) - [Frequently asked questions](https://www.noeticbuild.com/about/md/faq) - [About Noetic](https://www.noeticbuild.com/about/md) --- *Last reviewed 2026-05-21.*