Traditional
construction
is
Disconnected
Painful
Analog
Siloed
Manual
Reactive
Inefficient
Messy
Chaotic
Neuron Factory is an AI-native preconstruction platform, turning fragmented data into clear project context by capturing every document, decision and version change so teams can catch risks before they become costly. By combining AI knowledge with human expertise, we help your team understand what changed, why it matters, and what needs to happen next before issues turn into costly rework, delays, or change orders.
.svg)
4X
Faster Bid Decisions
36%
Lower RFI Costs
100%
Complete Conflict Detection in Documents and Drawings
Trusted by Industry Leaders
We partner with leading general contractors across North America, Europe, and the Middle East to field-test our construction intelligence models on live, complex builds.
.avif)
The most expensive problems in construction don’t hide in your documents; they hide between them.
Every estimating, takeoff, and collaboration tool your team uses sees exactly one piece of the project, without the context of how that piece connects to everything else.
When information becomes disconnected across drawings, specifications, decisions, and teams, risk multiplies.
A scope gap that goes unnoticed.
A missed dependency between trades.
A design change that impacts something nobody realized.
Neuron Factory bridges this gap. It acts as your project’s continuous context layer, keeping track of the full history from the first phone call to production handoff and beyond.
Product Overview
Neuron Factory reads your drawings, specs, and bids so your team doesn't have to, catching risk, conflicts, and gaps before they cost you.
Bid Graph
- Reads entire tender packages at once to flag pricing, terms, and compliance risks.
- Runs construction risk analysis to auto-generate project overviews and risk signals from specs/drawings.
- Supports real-time collaborative annotation on clauses.
- Produces traceable, hyperlinked summaries back to source documents for cross-team alignment.
Takeoff Graph
- Uses custom computer vision to read design intent (not just shapes) from drawings.
- Auto-classifies and indexes drawings from bulk uploads.
- Builds a spatial “Building Graph” from floor plans for accurate quantity/object takeoffs.
- Converts 2D drawings into interactive 3D views.
Conflict Graph
- Runs drawing conflict detection simultaneously to catch cross-disciplinary discrepancies before construction.
- Cross-references specs against floor plans to preempt change orders.
- Prioritizes conflicts by severity with a clear audit trail.
Project Graph
- Automates building custom, division-by-division subcontractor bid packages.
- Maps project data to your own templates.
- Scans drawings/specs to extract only pages relevant to a given trade.
- Generates editable Word doc scope-of-work in one click.
Backed by Leading Construction Tech Investors
Supported by notable industry leaders.
Tailored Insights Across Your Entire Preconstruction Team
Neuron Factory maps every discipline conflict, scope dependency, and contract commitment into a single source of truth, giving every stakeholder the visibility they need to protect your project’s margins.
Executives/GCs
Trace scope, drawings, and risk across every discipline in one connected record, catching cross-team conflicts and walking into handoffs with full decision history and intelligence that sharpens the next bid.
Precon Leaders
Give each decision context and map dependencies across drawings, specs, and scopes so you can catch constructability errors and design/trade conflicts before locking in a budget or hitting the field.
Estimators
Cross-reference complex specs, drawings, and scope documents simultaneously to capture hidden pricing exposure, securing your margin before the first shovel hits the ground.
Bid Managers
Quickly evaluate complex tenders to determine which projects are worth chasing, so that when you do bid, you can surface every scope gap and coverage risk hiding between your documents, not just within them.
Project Managers
Combine conflict detection and scope gap analysis, protecting margins and avoiding change orders once work is underway.
Legal & Risk Teams
Access a chronological, audited history of scope revisions, site investigations, and design sign-offs to protect your business against future disputes.
The preconstruction context layer your tools are missing.
Every estimating, takeoff, and collaboration tool your team uses sees one piece of the project, without the context of how that piece connects to everything else. Find out how Neuron Factory’s knowledge graph for construction provides that context, reasoning across scope, risk and decisions, so you can catch what lives between the docs.