AEC-Analytics - Visn AI

Product

Understand Puerto Rico's public AEC contracting market before you compete.

Visn AI turns public contracting data into strategic intelligence for architecture, engineering, construction, infrastructure, and business development teams, so you can identify opportunities, assess competition, and make confident, data-driven decisions.

Public contracting data is available. Strategic clarity is not.

Investment is concentrated. Agency and municipality behavior varies widely. Contractor expansion is targeted.
Competition is intensifying and becoming more concentrated.

What We Help You See

Market Structure

Understand how public investment is distributed across sectors, project types, agencies, and municipalities, and where the largest opportunities exist.

Competitive Dynamics

See who is winning, where firms are active, how concentration is changing, and which markets are becoming more or less competitive.

Agency & Municipality Activity

Compare performance across public entities, identify active portfolios and priorities, and spot emerging pipelines and funding initiatives.

Based on the AEC Public Contracting Report 2022 - 2026

This intelligence solution builds on Visn AI’s analysis of Puerto Rico’s public AEC contracting activity from 2022 to 2026. It establishes a factual baseline for market structure, contractor participation, concentration dynamics, service demand patterns, and public investment distribution.

Request a Briefing on the Report ->

From Public Data to Decisions-Ready Intelligence

Collect

Gather public contracting data from official sources across agencies and municipalities.

Structure

Clean, standardize, and organize data accuracy and comparability.

Analyze

Apply analytical models and AI proprietary tools to identify trends, patterns, and concentration

Synthesize

Translate findings into clear insights and strategic implications.

Act

Deliver decision-ready intelligence tailored to your questions and priorities.

How Organizations Use This Intelligence

AEC Market Intelligence Briefing

A customized session to explore market trends, competitive dynamics, and opportunity areas most relevant to your organization

Reduce Risk

Understand competitive intensity, concentration, and market shifts before committing resources.

Build Stronger Strategies

Align business development, pursuits planning, and growth strategies with market realities.

What You Can Request

Pursue Smarter Opportunities

Identify the right markets, agencies, and project types to focus on, based on data, not guesswork.

Agency or Municipality Profile

Deep-dive analysis of a specific public entity, including spending patterns, project pipelines, and contractor participation.

Competitive Landscape Report

Detailed assessment of competitors in your market, including share positioning and expansion patterns.

Key Insights from the Data

ContractScope turns complex procurement data into clear. strategic intelligence.

Some Insights ->

340

Contractors expanded into additional public entities during Q1 2026

196

AEC contractors expanded into additional municipalities during Q1 2026

107

Contractors appeared as new public AEC participants during Q1 2026

Who is this for

Architecture Firms

Engineering Firms

Construction Companies

Infrastructure Consultants

Public Works Contractors

Investment Groups

Economic Development Organizations

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Powered by the same intelligence approach behind ContractScope

AEC Market Intelligence is powered by Visn AI’s proven data platform and the same analytical methodology that drives ContractScope, our market-leading solution for uncovering, analyzing, and tracking public contracting opportunities.

AEC Firms

Architecture, Engineering, and Construction firms seeking growth and market insight.

Business Development Teams

BD and pursuit teams focused on pipeline, positioning, and competitive intelligence.

Executives & Owners

Leaders who need clarity on market, risk, and strategic investment decisions.

Public-Sector Stakeholders

Agencies and municipalities seeking to understand market capacity and participation