Problem

Provision addresses the costly document complexity and risk that general contractors face before construction begins. Construction documents are increasingly long and difficult to interpret, while estimators and pre-construction teams often rely on Ctrl+F and spreadsheets to find obligations and extract information. Y Combinator characterizes the resulting burden as $500 billion annually, or roughly 4% of market value, while missed obligations can create unexpected costs and erode profitability.

The main use case is pre-bid review: finding missing, unclear, or conflicting scope across drawings, specifications, contracts, tables, and notes before pricing begins. The pain is especially acute when scope gaps later become change orders, margin erosion, claims, disputes, or losing bids because the contractor priced work without understanding its full obligations.

Product / Service

Provision is an AI-powered pre-construction risk-reduction platform built for general contractors. Its Chat Agent answers questions across drawings, specifications, contracts, RFIs, and addenda with source citations; its Scope Agent helps teams standardize scopes of work and identify gaps; and Risk Review analyzes contracts for risky clauses, missing scope, unfavorable terms, and commercial exposure. The system can handle tables, drawings, complex references, and document sets of up to 100,000 pages.

The product replaces much of the manual searching and line-by-line review involved in pursuits and contract analysis. It flags risks with severity levels, compares uploaded language with preferred positions or templates, and can generate RFIs and redlines. The intended benefit is faster, more consistent bid and contract decisions, with risks surfaced early enough to protect margin and reduce downstream disputes.

Market

Provision competes in construction technology, specifically AI-enabled pre-construction, estimating, document intelligence, and construction risk-management software. Its positioning is purpose-built for general contractors and estimators rather than general-purpose AI. Adjacent and competing alternatives include Autodesk Forma, Trunktools, ChatGPT or Microsoft Copilot, and construction-focused risk-management products such as Document Crunch; Provision differentiates around combined scope review, risk checklists, and cited document Q&A.

Provision is not merely pre-product: its site reports more than $100 billion in project value reviewed, 66,000-plus documents processed, over one million risks identified, and 50,000 queries answered. It has cited enterprise users and case studies involving EllisDon, Ferrovial, NAC, PCL, Bird Construction, Acciona, and Colas; EllisDon reportedly saved $1.8 million CAD annually and avoided more than $100,000 in potential claims. One Way Ventures reported that Provision raised a $7 million seed round in October 2025, bringing total funding to $8.7 million, although the available evidence does not disclose revenue or pricing.