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AMSDYN - Autonomous Dynamics

Sovereign Models. Hardened Data. Precision Design.

Autonomous Dynamics architects local and network-wide large language model systems, full-stack application platforms, and strategic communications for organizations where failure is not an option - built on 15+ years of hands-on engineering across industrial, commercial, and high-throughput operations.

01 // Core Capabilities

Three disciplines.
One contractor.

CAP-01 / Local & Network-Wide

AI & LLM Systems

Air-gapped and on-premises large language model deployment, retrieval-augmented knowledge systems, and agentic automation pipelines. Inference happens on hardware you control - from a single secured workstation to facility-wide orchestration. Your data never leaves your perimeter.

  • On-prem / air-gapped LLM deployment
  • Retrieval-augmented knowledge bases
  • Agentic workflow automation
  • Model evaluation & hardening
  • Zero-egress architecture

CAP-02 / Full Stack

Web & Application Engineering

Platforms engineered for uptime, auditability, and scale - public-facing portals to internal command dashboards. API-first integration across ERP, logistics, and legacy environments, with data migrations executed at zero loss and networks built from the conduit up.

  • Custom web & application development
  • API integration & data migration
  • Network architecture & deployment
  • ERP & operations systems
  • Command dashboards & tooling

CAP-03 / Signal, Not Noise

Strategic Communications & Design

Brand systems, campaign automation, and print & digital design built by engineers who started as designers. Identity systems, capability statements, and outreach engineered to survive contact with procurement.

  • Brand identity & graphic design
  • Campaign & lifecycle automation
  • Print & digital collateral
  • Capability statement design
  • Web presence & technical SEO

02 // Past Performance

Selected outcomes.
Verifiable numbers.

Commercial and industrial past performance, delivered hands-on by our engineering practice. Client identities available under NDA with a formal capabilities request.

$5.5M→$18M

Enterprise Replatform

Migrated a national manufacturer into enterprise-grade ERP and rebuilt its operational stack - scaling annual revenue 227% during the engagement.

50,000 ft²

Facility Network Build

Designed and deployed complete network architecture for a new manufacturing facility - fiber backbone, managed switching, segmented production networks, and 24/7 surveillance infrastructure.

5,000+

Zero-Loss Migration

Executed a full-platform migration - five years of transactional history, customer records, and 5,000+ SKUs moved to a custom-built storefront with zero data loss.

+30%

Revenue Vertical, Year One

Restructured a subscription product vertical end-to-end - new plan architecture and site-wide availability lifted eCommerce revenue 30% in twelve months.

1,200+

Partner Network Served

Operated B2B communications and campaign infrastructure serving a nationwide retail partner network across digital and print channels.

Since 2010

Continuous Practice

Fifteen-plus years of uninterrupted hands-on delivery - creative direction through full-stack systems engineering, automation, and AI integration.

03 // Operating Protocol

Disciplined by default.

  1. 01

    Recon

    Requirements, constraints, and existing-system audit. We map the terrain - data flows, threat surface, stakeholders - before we move.

  2. 02

    Architect

    System design, data model, and security posture - documented, reviewed, and signed off before a line of production code ships.

  3. 03

    Deploy

    Staged rollout with training, SOPs, and acceptance criteria. We deliver systems your people can actually run.

  4. 04

    Sustain

    Monitoring, hardening, and iteration after handoff. We do not disappear at delivery - sustainment is a line item, not an afterthought.

04 // Company Data

On the record.

Entity Profile

Legal Name
Autonomous Dynamics LLC
Structure
Limited Liability Company - Florida, USA
Address
7901 4th St N, Ste 300
St. Petersburg, FL 33702
Area Served
United States - remote & on-site engagements

Engineering Posture

  • This site targets WCAG 2.2 Level AA and is engineered with Section 508-informed practice.
  • Zero third-party data egress: no trackers, no analytics, no external CDNs. Every byte is served from our own infrastructure.
  • Delivery aligned with NIST SP 800-171-informed handling practices for sensitive engagements.

NAICS Classifications

NAICS codes applicable to Autonomous Dynamics LLC
Code Classification
541611 Administrative & General Management Consulting Services Primary
541511 Custom Computer Programming Services
541512 Computer Systems Design Services

Federal Identifiers

UEI (SAM.gov)
Pending - Registration in progress
CAGE Code
Pending - Registration in progress

For contracting officers & primes: a one-page capability statement with full company data is available on request. Use the contact channel below or email info@amsdyn.com with subject line CAPABILITIES REQUEST.

05 // Initiate Contact

Open a channel.

Request a capabilities brief, scope an engagement, or discuss teaming. Transmissions are logged directly to our secured infrastructure - no third-party form processors - and answered within one business day.

Direct-to-infrastructure transmission
Voice direct: (727) 732-6222

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