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
Completed
SBIR / STTR
Eligible

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.

The public capability posture should not reverse the product hierarchy. LÓGOS is the governed orchestration capability. The Gate contributes CMMS-centered communication automation through binary work-order gates and PULSE™ orchestration. The Forge contributes governed engineering.

LÓGOS

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

The Gate

Supporting CMMS and operational-discipline pathway for asset truth, work-order evidence, adoption cadence, and binary release logic.

The Forge

Supporting governed AI engineering pathway for scoped build work, verification gates, evidence packets, and release-or-hold decisions.

The capability argument is grounded in operational history.

Public proof stays focused on founder experience, production-floor outcomes, ITAR discipline, and key personnel past performance language.

2024–2026

ADC Metal Finishing

The Gate operating approach originated during Tre' Smith's Maintenance Manager role: CMMS buildout, asset and work-order discipline, and quality/maintenance/production coordination for reduced communication loss and revenue-leak stoppage.

2009–2019

Kaco USA

Tier-1 automotive line recovery: scrap instability was stabilized through SPC analysis, thermal-transfer diagnosis, and a spring-powered ejection-kit solution. Metrics remain private pending proof release.

2019–2021

Oerlikon AM

ITAR DMLS additive manufacturing post-processing on flight hardware now in orbit; AS 9100 and ESA-qualification tolerances held on every unit.

The strongest claims are concrete, not ornamental.

These differentiators should remain tied to verifiable operating experience and should not be inflated into unsupported certifications.

  • Practitioner-architect hybrid: seventeen years across manufacturing process engineering, maintenance management, process management, and LÓGOS architecture.
  • Flight-hardware precision discipline: post-processing on DMLS hardware used in orbit, framed as founder operating experience under AS 9100 and ESA-qualification tolerance discipline.
  • Six quality-system frameworks operated under in live production: ISO 9001, ISO 14001, ISO 50001, IATF 16949, AS 9100, and ITAR.
  • Documented scrap recovery on a Tier-1 automotive production line; metrics remain private pending proof release.

Federal credibility improves when unsupported claims stay off the page.

LionServe does not publicly claim vehicles, set-aside status, or certifications on this page. If those facts become applicable, they should be added only after authoritative verification.

No public vehicle claim is made here.

No public certification claim is made here.

No socioeconomic set-aside status is claimed here.

Serious federal inquiries should move through a documented contact path.

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