What Neuron Factory does

Neuron Factory is an AI-native software company that builds an AI coworker platform purpose-built for the preconstruction phase of large-scale construction projects. Its core offering centers on a proprietary construction-focused knowledge graph that models the relationships and dependencies between documents, teams, and decisions (rather than relying on keyword or semantic search alone), enabling AI-driven reasoning over the fragmented data produced before ground breaks. On top of this graph, the platform combines a Construction Query Engine (CQE) that unifies drawings, specifications, costs, and schedules into a single queryable hub, a multiagent orchestration system that deploys tailored agents to complete complex preconstruction tasks, and a Reverse Prompting capability paired with a passive Learning Graph that anticipates user needs based on workflow changes.

The company is led by Co-Founder and CEO Zaid Kahn (formerly VP at Microsoft Azure leading AI infrastructure for OpenAI) and Co-Founder and CTO Salil Pandit (formerly CPTO at PrimaryBid, and part of the core Waymo One and YouTubeTV teams at Alphabet), with an advisory bench that includes Bogdan Arsintescu (Google Knowledge Graph Pregel and LinkedIn LIquid) and Filip Cordeel (Chairman, Cordeel Group). Neuron Factory sells through a direct enterprise motion targeting multibillion-dollar construction firms, with Forward Deployed Engineers embedding with clients; pricing is custom and subscription-based on annual contracts, with a 'Get a Demo' acquisition funnel. The company has raised a $6 million seed round (May 2025) co-announced with a strategic partnership with Cordeel Group, and an undisclosed strategic round in March 2026 led by Zacua Ventures with participation from Trimble Ventures, Suffolk Technologies, Imad Ventures, and Colle Capital. Reported customer outcomes include 100+ workflow hours saved per project phase, 95% reduction in tool switching, and 3x faster estimation cycles from tender breakdown to bill of quantities. The company is headquartered in Redwood City, California, with an additional office in London.

Name

Neuron Factory

Legal name

Neuron Factory Inc.

Website

https://neuronfactory.ai

Company type

Private

Founded year

2025

Operating status

Operating

Headcount range

1–10 employees

Short description

Neuron Factory builds an AI-native preconstruction platform for large construction firms, centered on a proprietary construction-focused knowledge graph, a Construction Query Engine, and multiagent AI coworker workflows. It sells enterprise subscriptions via direct sales with embedded Forward Deployed Engineers, targeting multibillion-dollar construction companies globally.

Ownership category

akta.pro rank

Headquarters

HQ city

Redwood City

HQ country

United States

HQ region

North America

Offices2 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

Personnel, Technology or R&D, Marketing or Sales, Operations, Infrastructure

Revenue model

1. Enterprise SaaS Platform: The company offers an AI-native preconstruction platform on a subscription basis to large construction companies. Revenue is generated through platform licensing with enterprise contracts. The platform is deployed with major firms and integrated directly with existing tools and processes without requiring complete digital overhaul.

Pricing tiers

Go-to-market motion2 records

Distribution channels1 record

Marketing channels4 records

Core offering

Neuron Factory sells an AI-native preconstruction platform anchored by a proprietary construction-focused knowledge graph that models relationships between tenders, specifications, drawings, RFQs, quotes, subcontractors, and regulatory requirements. The platform deploys an AI Co-worker using multiagent orchestration and Reverse Prompting to automate tender analysis, RFQ generation, bill of quantities creation, risk analysis, and discrepancy detection on large-scale construction projects. It is offered as an enterprise SaaS subscription to multibillion-dollar construction companies and integrates with their existing tools without requiring a full digital overhaul.

Product overview

Neuron Factory offers an AI-native platform for preconstruction built around a proprietary knowledge graph architecture. The core offering consists of the AI Knowledge Graph Platform for Pre-Con, which serves as the foundational intelligence substrate; the AI Co-worker, which provides proactive workflow automation that learns from user behavior; and the Construction Query Engine (CQE), which unifies complex construction data into a queryable hub. These products work together to transform unstructured construction documents into structured knowledge, enabling AI agents to reason about projects, automate repetitive tasks, and support better decision-making across the preconstruction lifecycle.

Differentiator

Problem solved

Functional benefit

Products and services

• AI Knowledge Graph Platform for Pre-Con AI-native platform leveraging a proprietary construction-focused knowledge graph that models the relationships between tenders, specifications, drawings, RFQs, quotes, subcontractors, and regulatory requirements to enable AI-driven reasoning across preconstruction workflows for enterprise construction firms.
• AI Co-worker AI-powered assistant that uses multiagent orchestration and Reverse Prompting to learn from skilled workers through browser, email, and audit-log signals, enabling proactive workflow automation, smart alerts, and decision support for preconstruction estimators, project managers, and risk teams.
• Construction Query Engine (CQE) Ingestion and reasoning system that unifies drawings, specifications, costs, and schedules into a single queryable hub, combining domain-specific ontology, multimodal ingestion (text, structural drawings, version control), vector search and GraphRAG to power agents and human workflows.

Quantifiable outcome

• 100+ workflow hours saved per project phase through AI automation of repetitive coordination and manual tracking
• +2 more outcomes

Named customers2 records

Segments2 records

Ideal customer profiles2 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability8 records

Feature5 records

Partnerships

One partnership is on record.

• Cordeel GroupflagshipStrategic or Co-development Partner · 29 May 2025European construction firm that entered strategic partnership and co-development relationship with Neuron Factory. CEO Pascale Van Damme stated the partnership 'builds the digital foundation for low-carbon, regenerative construction, empowering people, fostering collaboration, and shaping a future where innovation serves both society and the planet.' First-of-its-kind workflow AI rollout began with select partners across EU and US. Filip Cordeel, former CEO and current Chairman of the Board at Cordeel Group, serves as an advisor to Neuron Factory.

Scale indicators5 records

Recent moves6 records

Expansion highlights7 records

Direct peers

• Togal.AI: Togal.AI provides AI-powered preconstruction estimating tools (takeoff, plan analysis, scope of work generation) for contractors, directly overlapping with Neuron Factory's preconstruction estimation, RFQ, and bill-of-quantities workflows.
• Document Crunch: Document Crunch applies AI to construction contract and document review (risk analysis, discrepancy detection). It was acquired by Trimble Ventures' parent Trimble in April 2026, making it a direct competitor to Neuron Factory's document reasoning and risk analysis capabilities.
• nPlan: nPlan uses AI/machine learning to forecast construction project schedules and risks from historical project data. It is a direct peer to Neuron Factory in applying AI reasoning across the front end of construction project planning and preconstruction decision-making.
• Alice Technologies: Alice Technologies applies AI-driven generative scheduling and optioneering to construction planning. It is a direct peer in using AI to replace manual, multi-day preconstruction planning workflows that Neuron Factory also targets.

Emerging players

• Buildots: Buildots uses AI and computer vision to track construction progress against design models. It overlaps with Neuron Factory's drawing interpretation and discrepancy analysis but focuses on execution/site progress rather than preconstruction reasoning.
• OpenSpace: OpenSpace provides AI-powered 360° site capture, documentation, and progress tracking for construction. It is an emerging AI-for-construction peer with overlapping computer vision/document ingestion capabilities but a different primary use case (site documentation vs. preconstruction).
• Briq: Briq offers an AI-driven financial planning and forecasting platform for construction. It is an emerging peer that intersects with Neuron Factory's preconstruction cost and estimation workflows but focuses on financial planning rather than document reasoning.

Broad incumbents

• Procore: Procore is the leading construction management platform spanning preconstruction, project management, and field operations. It is a broad incumbent whose preconstruction suite (bidding, estimating, tendering) competes with Neuron Factory's core preconstruction workflows.
• Autodesk Construction Cloud: Autodesk Construction Cloud (including Autodesk Build, Takeoff, and BIM 360) is a broad incumbent providing design, takeoff, and project management tools used across preconstruction. It competes indirectly through scale, distribution, and increasingly AI-augmented features.
• Trimble: Trimble is a major construction technology incumbent (and Neuron Factory investor via Trimble Ventures) with a broad portfolio across estimating, project management, BIM, and (post-Document Crunch acquisition) contract intelligence. It is both a strategic backer and the most consequential potential competitor in preconstruction AI.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat4 records

Key risks6 records

Key highlights7 records

Customer concentration

• Xx.com/Neuron_Factory
• LinkedInlinkedin.com/company/neuronfactory

Compliance1 record

Revenue estimate

Valuation estimate

Number of profiles

Profiles2 records

Funding overview

Funding rounds2 records

Investors8 records

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Neuron Factory