AI in Central Florida

Orlando roots. Practical operating work.

Intelligence Factory has worked from Orlando since 2009, applying software, data, automation, and advanced AI where appropriate to difficult business and operating problems.

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The operating consequence

Central Florida has no shortage of work that must function in the real world.

Healthcare systems, billing operations, simulation teams, logistics companies, independent pharmacies, and founder-led businesses depend on workflows that cross people, information, established systems, exceptions, and changing conditions.

When those connections are slow, fragile, or hard to inspect, the consequence reaches revenue, cost, capacity, response time, customer experience, and resilience.

Experience since 2009

Cross-industry work, grounded in delivered operations.

The company history includes customer engagement, transportation, aviation, supply-chain monitoring, telemedicine, billing, and clinical operations. These preserved cases show how that experience translates into business work.

Revenue recovery

$80K+ previously unclaimed billable time recovered

The original case reports more than $80,000 recovered in the first two months for one unnamed client, without added staff.

Read the patient-prioritization case

Audit readiness

10,000+ calls made reviewable

The original case documents a 10,000-plus recording corpus organized for review, with unresolved cases visible for remediation and no exceptions reported.

Read the audit case

Clinical data

Nearly 3 dozen clinical systems made usable

The preserved case describes normalization work across nearly three dozen EHR and EMR systems while keeping unverified conditions bounded.

Read the EHR case

How the work takes shape

Connect what is missing, then put it into use.

That can mean organizing difficult information, connecting established systems, creating a specialized capability, or making a workflow easier to inspect and operate.

Start with the resultIdentify what should improve in the operation.

Find the constraintWork with the actual information, systems, people, and exceptions.

Connect what is missingOrganize information or create the specialized capability the workflow needs.

Put it into useMake the work inspectable and usable inside the operation.

Aviation operations

Reach complex ERP information

See how an operating team worked across a multi-terabyte ERP environment.

Read the aviation ERP case

Clinical operations

Standardize disconnected data

See concrete examples of normalization across established EHR and EMR systems.

Read the EHR integration case

Remote care

Work inside the operating workflow

Follow the remote-care operating history preserved by FairPath.

Explore FairPath

Research history

Technical research follows the business proof.

Matt Furnari, Intelligence Factory's CTO, has explored how language attaches to meaning since the late 1990s through evolutionary programming, rule-based systems, neural networks, reinforcement learning, and implementation work.

Buffaly grew from that research into language, typed tools, semantic memory, and executable workflows. It remains supporting research and engineering differentiation, not the business outcome.

Read the preserved SemDB case

Selected earlier work

Operating experience across industries

Our published history includes customer-engagement work connected to AT&T and Delta, supply-chain monitoring connected to Halliburton, aviation ERP systems, MEDEK telemedicine infrastructure, and healthcare operating systems.

Buffaly operating evidence

One documented real-world Buffaly instance was analyzed across 1.2 million messages and more than 380,000 tool calls. Of hundreds of dynamic graph mutations, 70% of newly created tools were used in the same session in which they were written.

Read the telemetry scope and technical account

Research and writing

Go deeper into the engineering.

Research runtime

Buffaly

Explore the open-source research runtime and its approach to language, tools, memory, and workflow execution.

Explore Buffaly

Technical account

Buffaly Builds Its Own Tools

Read the published technical account of runtime tool creation and telemetry.

Read the technical account

Research history

Goodnight Moon and the Long Road to Buffaly

Read the origin story behind the language-and-meaning research.

Read the origin story

Central Florida perspective

Compare notes with people doing the work.

If you are operating, building, researching, funding, buying, or governing advanced technology in Central Florida, practical context matters more than boosterism.

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