# Floorplan Collision Triage

*/Opportunities/Floorplan_Collision_Triage*

## Opportunity Overview

**Wedge**: The initial wedge focuses exclusively on HVAC-vs-Plumbing clashes in commercial hospital and laboratory construction projects. These facilities have the highest MEP density and generate the most acute clash pain. Once the system dominates MEP triage in complex builds, it expands horizontally into structural-vs-architectural clashes and eventually into automated geometric adjustment generation.
**Timing**: Multimodal vision models and spatial reasoning AI now process 3D coordinate metadata and 2D blueprint annotations simultaneously. This capability allows systems to parse complex structural geometries and material hierarchies without requiring perfectly structured BIM input data.
**Why This I C P**: VDC managers at commercial General Contractors bear the direct financial risk of construction delays caused by unresolved physical clashes. They already pay for detection software but drown in the unstructured output, making them immediate buyers for a filtering and prioritization layer.
**Size Of Prize**: Roughly 60,000 mid-to-large commercial general contractors and MEP firms globally employ about 150,000 BIM professionals. At an average of $15,000 in annual billable time wasted per professional on manual clash sorting, the addressable labor replacement value is approximately $2.25 billion.
**Gap Narrative**: BIM coordinators and MEP engineers manually review thousands of raw clash reports generated by 3D modeling software, where false positives obscure critical structural collisions. An automated triage system ingests these raw reports, groups related clashes, filters out spatial anomalies, and routes high-priority intersections directly to the responsible engineering discipline.
**Defensibility**: The product builds a proprietary spatial resolution dataset as it observes which clashes humans ignore and which they escalate across thousands of projects. This workflow lock-in generates specialized spatial tolerance heuristics that generic vision models lack, creating high switching costs for contractors who come to rely on the automated triage speed.
**Why This Thesis**: The Service-as-Software approach fits this problem perfectly because clash triage is a high-volume categorization task that requires a refined artifact rather than another dashboard. The system operates autonomously on existing Navisworks outputs and returns prioritized action lists, cleanly replacing a distinct manual workflow.

## Opportunity Linked Thesis

**Thesis**: [Agent](/Theses/Agent)

## Opportunity Linked I C P

**Icp**: [Commercial Construction Firm](/CompanyTypes/Commercial_Construction_Firm)

## Opportunity Market Sizing

_Illustrative — target and order-of-magnitude estimate figures, not an achieved track record (this Thing is concept-stage)._

**S A M**: ~$800M-1.2B US and Canada mid-to-large commercial construction firms
**S O M**: ~$15-30M realistic 3-year capture via direct sales to Virtual Design and Construction departments
**T A M**: ~50,000 global commercial construction and MEP firms × ~$50,000/yr allocated to BIM coordination tooling and triage labor ≈ $2.5B
**Growth Rate**: ~12-18%/yr, driven by strict BIM requirements on new commercial builds and a severe shortage of skilled VDC coordinators
**Paid Comparable Spend**: ~$40k-80k/yr per firm in manual VDC engineer labor dedicated to sorting false-positive clashes and legacy Navisworks licensing

## Opportunity Incumbents

- [Autodesk Navisworks](/Products/Autodesk_Navisworks) — Tool
- [Revizto Clash Tracker](/Products/Revizto_Clash_Tracker) — Tool
- [Solibri Model Checker](/Products/Solibri_Model_Checker) — Tool
- [Procore BIM Coordination](/Products/Procore_BIM_Coordination) — Tool
- [Excel Clash Logs](/Products/Excel_Clash_Logs) — Spreadsheet
- [In-House VDC Teams](/Products/In-House_VDC_Teams) — Service
- [Manual PDF Overlays](/Products/Manual_PDF_Overlays) — DIY

## Opportunity Win Conditions

**Kill Thresholds**:
- false-positive filtering rate < 50% after 30 days
- manual override rate > 20% on auto-grouped clashes
- time-to-value > 14 days to process the first functional model
- pilot conversion rate < 40% at a $40k annual contract value
**Leading Metrics**:
- false-positive filtering rate (%)
- manual override rate on auto-grouped clashes (%)
- VDC coordination meeting duration (hours/week)
- time spent per clash resolution (minutes)
- weekly clash volume processed per account
**What Proves Right**: VDC managers route raw Navisworks or Revizto clash exports through the tool daily, relying on it to group duplicates and filter out soft-clash false positives. The system reduces coordination meeting preparation time by at least two hours per week per project. Firms commit to $40k annual contracts because the labor savings in senior VDC engineer hours strictly offset the software cost.
**What Proves Wrong**: VDC engineers refuse to trust the automated triage, reverting to manual Excel log reviews because the system erroneously flags critical structural clashes as safe. Implementation stalls because the software fails to consistently parse messy IFC model exports from legacy systems. Target buyers reject the standalone tool, citing a strict mandate to keep all clash data natively inside the Autodesk ecosystem.

## Opportunity Build Profile

**Hardest Part**: Translating 3D geometric clashes from standard BIM formats into semantic context-aware triage groupings without generating physically impossible resolution suggestions.
**Min Viable Scope**: A v1 ingests XML clash reports from Navisworks, groups duplicates, and assigns severity and responsible trades specifically for MEP versus Structural clashes. Exclude direct 3D model write-backs, 2D PDF parsing, and architectural finish clashes.
**Cold Start Problem**: Training the triage logic requires thousands of examples of how human BIM coordinators resolved past clashes. Seed this by extracting historical Navisworks clash reports and resolution logs from two mid-sized general contractor design partners.
**Time To First Value**: 2 to 3 days to ingest a raw BIM clash report and generate the first grouped triage dashboard
**Data Moat Available**: true
**Technical Difficulty**: High

## Neighborhood

### Where the gap lives

- [Trade Show & Exhibit Furnishings Provider](/CompanyTypes/Trade_Show_&_Exhibit_Furnishings_Provider) — latent gap · CompanyTypes

### Incumbent in

- [Solibri Model Checker](/Products/Solibri_Model_Checker) — incumbent in · Products
- [Procore BIM Coordination](/Products/Procore_BIM_Coordination) — incumbent in · Products
- [Revizto Clash Tracker](/Products/Revizto_Clash_Tracker) — incumbent in · Products
- [Autodesk Navisworks](/Products/Autodesk_Navisworks) — incumbent in · Products
- [Excel Clash Logs](/Products/Excel_Clash_Logs) — incumbent in · Products
- [In-House VDC Teams](/Products/In-House_VDC_Teams) — incumbent in · Products
- [Manual PDF Overlays](/Products/Manual_PDF_Overlays) — incumbent in · Products

### Applies thesis

- [Commercial Construction Firm](/CompanyTypes/Commercial_Construction_Firm) — applies thesis · CompanyTypes

### Embodies

- [Agent](/Theses/Agent) — embodies · Theses

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