MagicPill Labs
Intelligence for Construction

Build intelligent, coordinated projects with AI built for construction.

Purpose-built AI agents that automate project coordination, process documents, and keep your teams aligned — without adding headcount.

Construction Intelligence

The end-to-end platform for construction workflows.

From RFI responses to daily reports, submittal tracking to change order processing — we build AI agents that handle the repetitive coordination work so your teams can focus on building.

What We Automate

  • Submittal Processing

    Auto-extract specs, match to project requirements, route for approval

  • Daily Reports

    Generate site reports from photos, weather data, and crew logs

  • RFI Management

    Classify, prioritize, and draft responses based on project history

  • Document Intelligence

    Extract data from drawings, specs, and contracts into structured databases

  • Schedule Coordination

    Monitor dependencies, flag conflicts, suggest recovery plans

  • Change Order Tracking

    Auto-calculate impacts, generate cost breakdowns, maintain audit trails

Built for How You Actually Work

AI agents that integrate with your existing tools and adapt to your project workflows.

Project Coordinators

Automate RFI responses, submittal tracking, and meeting minutes. Let your coordinators focus on problem-solving, not paperwork.

Superintendents

Generate daily reports in minutes. AI pulls data from site photos, weather logs, and crew timesheets automatically.

Project Executives

Real-time dashboards showing schedule health, cost trends, and risk indicators across your portfolio.

Estimators

Extract quantities and specs from drawings automatically. Spend time on strategy, not takeoffs.

Document Control

Intelligent filing, version control, and search across all project documents. Find anything in seconds.

Safety & QA/QC

Photo analysis for compliance checks, auto-generated inspection reports, and trend analysis for risk areas.

Integration Gateway

Connect to Procore, PlanGrid, Bluebeam, BIM 360, and your other project tools. No API keys to manage. No rate limits to worry about. Just seamless data flow.

See Integrations →

Switch between AI models without managing API keys, rate limits, or provider accounts.

Our platform abstracts away the complexity. You get the best model for each task — whether it's GPT-4 for document understanding, Claude for reasoning, or specialized models for drawings and photos.

  • Automatic failover between providers
  • Cost optimization across models
  • Zero vendor lock-in
  • Real-time performance monitoring

From Discovery to Deployment

We don't sell generic chatbots. We build purpose-fit AI agents for your specific workflows.

1

Discovery

We shadow your workflows, document pain points, and identify the highest-value automation opportunities. Always free.

2

Pilot Build

Fixed-price proof of concept on one workflow. See real results on your data in 4-6 weeks.

3

Scale & Monitor

Expand to more workflows. MagicOps™ monitoring included. Priority support as you grow.

Ready to build smarter?

Schedule a Discovery Call →