Capability statements should reduce uncertainty, not decorate it.

LionServe AI, LLC publishes federal identifiers, NAICS/PSC mappings, operating history, and claim boundaries in a due-diligence posture. Public claims stay inside what the founder-provided capability statement supports.

Identifiers are published as checkable facts.

This page keeps public capability claims tied to the founder-provided capability statement and avoids unsupported federal credentials.

Legal name
LionServe AI, LLC
UEI
NSR8Q64961K7
CAGE Code
1AEG7
Structure
LLC · For-Profit
State of incorporation
North Carolina
Location
North Carolina, USA
DFARS representations
Founder-reported complete; verify current SAM representations
SBIR / STTR
Eligibility determined per solicitation and authoritative program rules

NAICS and PSC mappings are explicit for procurement review.

The following mappings come from the uploaded capability statement. They are presented as public routing signals, not as a substitute for contracting-office verification.

NAICS

541512

Computer Systems Design

Primary NAICS in the founder-provided capability statement.

513210

Software Publishers

518210

Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services

541511

Custom Computer Programming Services

541513

Computer Facilities Management Services

541519

Other Computer Related Services

541611

Administrative Management and General Management Consulting Services

541618

Other Management Consulting Services

541690

Other Scientific and Technical Consulting Services

541715

R&D in Nanotechnology, Biotechnology, Physical, Engineering, and Life Sciences

611420

Computer Training

611430

Professional and Management Development Training

PSC

DA01

IT and telecom — business application/application development support services

DA10

IT and telecom — business application/application development software as a service

DB01

IT and telecom — high performance computing support services

DB10

IT and telecom — compute as a service: mainframe/servers

DF01

IT and telecom — IT management support services

DF10

IT and telecom — IT management software as a service

DH01

IT and telecom — platform support services

DH10

IT and telecom — platform software as a service

DJ01

IT and telecom — security and compliance support services

DJ10

IT and telecom — security and compliance software as a service

R408

Professional program management/support services

R410

Professional support services — program evaluation/review/development

R425

Professional support services — engineering/technical

R499

Other professional services

LÓGOS is the flagship capability; The Gate and The Forge support it.

LÓGOS is the governed orchestration capability. The commercially available Gate contributes CMMS-centered binary acknowledgment and PULSE™ implementation coaching. The Forge is a planned governed-engineering pathway and is not yet commercially available. Both remain subordinate to the LÓGOS standard.

LÓGOS

Flagship governed orchestration capability for work that must preserve authority, evidence, policy, halt control, and release decisions across systems.

The Gate

Commercially available CMMS communication system for binary acknowledgment, visible ownership, closure evidence, and PULSE™ implementation coaching.

The Forge

Planned staged engagement for training teams and disciplining governed agentic-AI build work. Not yet commercially available.

The capability argument is grounded in prior-career operating history.

These records describe Tre’ Smith’s work before LionServe—not LionServe customer deployments or company contract past performance. They establish the operating environments and physical-consequence discipline that inform the company’s architecture.

2024–2026

ADC Metal Finishing

The Gate operating approach originated during Tre’ Smith’s prior-career Maintenance Manager role: CMMS buildout, asset and work-order discipline, and quality, maintenance, and production coordination.

2009–2019

Kaco USA

Prior-career Tier-1 automotive operating record: Tre’ Smith led cross-functional process recovery that reduced scrap from approximately 50% to 0.2%.

2019–2021

Oerlikon AM

Prior-career DMLS additive-manufacturing work in an ITAR environment at a facility certified to ISO 9001 and AS 9100, including controlled handling and post-processing of aerospace and military components.

The strongest claims are concrete, not ornamental.

LionServe's differentiation comes from specific operating experience, governed engineering controls, and evidence a buyer can inspect.

  • Practitioner-architect hybrid: seventeen years across manufacturing process engineering, maintenance management, process management, and LÓGOS architecture.
  • Prior-career precision discipline: controlled handling and DMLS post-processing in an ITAR environment at a facility certified to ISO 9001 and AS 9100.
  • Prior-career Tier-1 automotive operating record: scrap reduced from approximately 50% to 0.2%.

Procurement teams get a precise, source-bound company record.

LionServe publishes the identifiers, operating experience, and service categories available for due diligence. Engagement-specific vehicles, certifications, and socioeconomic status are verified in the authoritative systems that govern the acquisition.

Acquisition path verified per opportunity.

Security and certification requirements mapped per environment.

Socioeconomic status checked in authoritative federal records.

Serious federal inquiries should move through a documented contact path.

Primary contact: Tre’ Smith, Founder & CEO · tre.smith@lionserve.ai · (704) 677-9026