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Reliable automation.Constructs that work.

AI systems for architecture, engineering, and construction. We connect your people, tools, and processes so the work around your projects keeps moving.

Let's talk about your workflow Explore your industry
Architectural visualization of a contemporary white building transitioning into an exposed steel frame and construction site with an orange tower crane.

Diagnose the work.
Build the construct.
Keep it running.

From a Blueprint to a managed department system A consultation creates a Blueprint with a workflow map, priorities, and build scope. The construct connects records, workflows, and review. Managed care monitors, maintains, and improves the system. Blueprint Map ยท Priorities ยท Build scope Records Construct Review Managed care Monitor ยท Maintain ยท Improve
  1. Diagnose

    AI Operations Consultation & Blueprint

    A focused consultation turns your bottlenecks into a practical automation Blueprint.

    Map
    Prioritize
    Plan
    What's included
    • A workflow map covering people, tools, records, and handoffs.
    • Opportunities ranked by value, risk, and readiness.
    • A baseline business case and human approval points.
    • A 90-day plan with fixed scope and price, or a recommendation not to build.
    Fixed-fee consultationDiscuss your consultation
  2. Build

    Department AI Operating System

    We connect one department, test it on real work, and keep it running as a managed service.

    Connect
    Test
    Launch
    What's included
    • Connected records, integrations, and operating rules.
    • Retrieval, drafting, routing, and follow-up through one active build lane.
    • Acceptance testing and a documented handover.
    • Ongoing monitoring, maintenance, and agreed improvements.
    Build + managed serviceDiscuss your department
  3. Operate

    AI Operations Partner

    An ongoing partnership to maintain your systems and work through your next priorities.

    Monitor
    Maintain
    Improve
    What's included
    • A prioritized roadmap across departments.
    • New constructs delivered through agreed build lanes.
    • Incident response, maintenance, and employee training.
    • Monthly operating and quarterly business reviews.
    Custom retainerDiscuss a partnership

What can we take
off your department's plate?

Choose your industry to explore its departments. Your AI Operations Consultation & Blueprint identifies the work worth automating; we build the system and stay on to keep it running.

Architecture

Keep pursuits, project records, and practice knowledge ready for the next opportunity.

Pursuits & qualifications

A promising pursuit arrives, but assembling the right experience takes your team away from project work.

Consultation & Blueprint

  • Where project sheets, staff resumes, and approved proposal language live.
  • How opportunities are qualified, assigned, reviewed, and submitted.
  • The time spent assembling a package and the handoffs that delay it.

In your system

  • A searchable library of approved project and staff information.
  • A pursuit workspace with owners, deadlines, and review steps.
  • Qualifications and proposal drafts assembled from verified sources.
  • A submission record and a place to capture win/loss lessons.

Managed after go-live

Maintain the content library, monitor missing information, and improve the pursuit workflow as your team uses it.

Your principals make the go/no-go decision, approve the narrative, and submit the final package.

Your team stays
in control.

AI prepares the work; your team controls the approval AI prepares drafts. Your team reviews and approves before a message is sent or a package is submitted. Work that needs changes returns for revision. AIprepares Yourapproval Send orsubmit Revise when needed

Your tools, connected.

Your accounts and records stay yours. We connect the tools your team already uses.

Approval built in.

AI prepares drafts. Your people approve messages, submissions, commitments, and professional decisions.

Tested on real work.

We agree on success, then test real jobs and exceptions before launch.

Maintained after launch.

We monitor, maintain, and improve the live system within your agreed scope.

Licensed design and engineering judgment remains with your professionals. Your team retains authority over scope, price, certification, and final submissions.

Put AI to work.
Keep learning.

AI education for architecture, engineering, and construction teams. Explore new tools, test what they can do, and learn how to bring useful workflows into your day.

Test the tools.

Try new AI tools against real tasks. Understand their strengths, limits, and fit for your team.

Connect the workflow.

Learn how to move from a useful experiment to a repeatable workflow in the tools you already use.

Learn together.

Bring questions, compare approaches, and share what you learn with the RA Constructs AI community.

The RA Constructs AI community

A place to explore tools and workflows with others putting AI to work.

Ask about the community

Work we've
delivered.

Constructs built around the people, processes, and priorities behind each firm.

LAI Incorporated's website featuring its architecture portfolio.
Architecture ยท Business transformation construct

LAI Incorporated

A needs assessment and a direction for connected operations.

Loyalty Renovations' website presenting remodeling work and estimate requests.
Construction ยท Marketing department construct

Loyalty Renovations LLC

Customer attraction with connected lead response and follow-up.

Contact RA Constructs

Where is the work getting stuck?

Tell us about your team and the work you want to improve. Let's start a conversation about the right next step.

Let's talk about your workflow.

A little context helps us understand what you need. Required fields are marked with *.

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