Illustrative naval vessels at sea, connecting operational reach with maritime sustainment

Veteran-founded. Mission-driven technology.

Built for
decisions
under pressure.

Pearl Labs builds ARGUS Platform and specialist software for defense analysis, legal discovery, and the work in the field.

Explore ARGUS Platform Our products
The company behind ARGUSDefense / Legal / Industry
Our flagship platformDefense analysis & decision support
ARGUS

The engagement.
And everything
that sustains it.

Tactical success asks whether it works. Strategic success asks whether it can be sustained, replaced, and afforded.

ARGUS connects the two.

Bring modeling, wargaming, research, and logistics into the same analytical conversation. Examine the evidence, explore alternatives, and carry the reasoning into the brief.

Discuss an ARGUS demonstration

ARGUS Combat Engine

One connected
operational picture.

Explore the relationships between land, air, naval, autonomous, information, and logistics models.

Inside the engine
ARGUS Combat Engine architecture: analyst intent, experiment orchestration, interconnected models, validation, and assessment

Combat modeling

Explore scenarios, compare forces, and examine the assumptions that change an estimate.

ARGUS Combat Engine

Logistics & sustainment

Connect the operational plan to fuel, ammunition, replenishment, and the resources needed to sustain it.

The question beyond the engagement

Historical research

Study engagements, campaigns, and force structures through databases built around traceable source evidence.

The ARGUS research collections
Meet the researchers and engineers behind ARGUS
Our productsSpecialist software by Pearl Labs

Serious tools.
Real-world stakes.

A finding in a case. A quantity on a job. Each product brings specialist knowledge into a workflow where the details matter.

Illustrative transparent evidence layers connecting a report passage to its sources
Glassbox ReviewTrace the finding. Inspect the source.

Legal technology · OpenAI-powered review

Glassbox Review

Discovery expertise.
Connected to legal intelligence.

Source-linked police-report review for criminal-defense teams, with an MCP integration designed to bring that expertise into ChatGPT workflows using OpenAI’s Astra for Law.

  • Trace findings to the source
  • Surface gaps and missing discovery
  • Keep the attorney in control of the review

Developed by Pearl Labs in partnership with Black Apple Consulting Group.

Explore Glassbox Review
Illustrative contractor reviewing a tablet beside a steel fence installation
FenceEstimateProBuilt around the work in the field.

Construction technology · Contractor software

FenceEstimatePro

Know the quantities.
Understand the margin.

Fence estimating software that turns runs, corners, and gates into a material plan—and keeps pricing and margin visible before a proposal reaches the customer.

  • FenceGraph geometry and material quantities
  • Material, labor, and margin checks
  • Customer proposals, signatures, and deposits
Explore the product Visit FenceEstimatePro

Product scenes are illustrative. Explore each product for its workflow and capabilities.

The companyVeteran-owned · Ocala, Florida

Built on service.
Driven by purpose.

Military service and tactical law enforcement demand preparation, clear thinking, and accountability. Those experiences shape how Pearl Labs approaches technology.

Keegan Pearl, founder of Pearl Labs

Leadership

Keegan Pearl

Founder, Pearl Labs
Chief Executive Officer & Co-Founder, ARGUS

U.S. Navy veteranRetired law enforcement · SWATMaster of Public Administration

A U.S. Navy veteran and retired law enforcement officer with SWAT experience, Keegan brings firsthand knowledge of decisions made under pressure. He holds a master’s degree in public administration.

He leads ARGUS product development, platform engineering, and company strategy, working with specialists in data architecture, operations research, modeling, and military history.

Connect with Keegan

Pearl Labs engineering

Build the system
the work demands.

We also design software for business operations: focused tools, connected workflows, and systems that help teams do their work.

Custom software

Applications, portals, and tools shaped around the work.

AI & data systems

Source-grounded retrieval, document workflows, and useful integrations.

Workflow engineering

Connect information and reduce manual handoffs.

Start a conversation

Bring us the
hard problem.

Discuss ARGUS, explore a research collaboration, or tell us about a system you need to build.

For ARGUSRequest a demonstrationFor Pearl LabsDiscuss a project