Agentic AI systems engineering
Multi-agent design and orchestration, tool routing, context management, evaluation harnesses, failure isolation. Model Context Protocol deployment inside accredited boundaries.
Agentic AI systems that survive production, and accreditation.
A small, senior team building and hardening agentic AI systems for production and for accredited environments. Engagements are led by the principal engineer, with specialists added as scope requires.
Core competencies
What we do
AI cost governance
Token and inference instrumentation, per-agent budget enforcement, context-window efficiency.
Cloud infrastructure and site reliability
Streaming and event-driven services at scale; observability, alerting, runbooks, incident response, SLA engineering.
High performance and research computing
Petascale operations, cluster infrastructure, multi-petabyte storage, data center build-out.
Authorization and compliance automation
ATO artifacts, NIST SP 800-53 control mapping, assessor-ready evidence pipelines.
Differentiators
Why this practice, specifically
Petascale HPC and agentic AI in one practitioner
Operated 1.405 petaFLOPS across 2,000+ servers before building AI on that class of hardware. Almost no AI vendor has run the compute underneath the model.
Cleared practitioner, not a cleared reseller
The principal holds an active TS/SCI with polygraph and writes the code.
Five years inside an accredited cloud
Twelve services in Amazon Dedicated Cloud; classified constraints are not a learning curve. Founder and operator background, and ML work predating the current cycle.
Small business responsiveness
Direct access to the principal engineer. No account layer, no bench, no bait-and-switch staffing.
Clearance
Clearance posture
Principal holds an active TS/SCI with polygraph.
Personnel clearance held by the principal. Agen2ic, LLC does not hold a facility clearance; classified performance is executed under a sponsoring prime's FCL.
NAICS codes
NAICS
- 541511 Custom Programming
- 541512 Systems Design
- 541519 Other IT Services
- 541690 Technical Consulting
- 541330 Engineering Services
Company data
Company data
| Legal name | Agen2ic, LLC |
|---|---|
| UEI | Pending SAM registration |
| CAGE | Pending SAM registration |
| Business type | Small Business |
| State of registration | Colorado |
| Founded | 2026 |
| Location | Denver, Colorado |
Agen2ic, LLC has no federal contract past performance to date and is available for subcontract, simplified acquisition, and SBIR work.
Scale of work delivered
Numbers, not adjectives
$3.4M
Annual operating cost eliminated in an accredited cloud
36,000
Engineering hours returned
1.405 PF
PetaFLOPS operated across 2,000+ servers, 8+ PB storage
9 years
Continuous infrastructure practice, 2017–present
Work delivered by the principal in prior roles, shown here for scale. Not past performance of Agen2ic, LLC.
Technologies
Technologies
AWS · Azure · Kubernetes · Linux · Python · Bash · Kinesis · Apache Kafka · Apache Flink · SNS · SQS · Amazon MQ · AWS Config · Model Context Protocol · multi-agent orchestration · HPC cluster operations · enterprise networking
Point of contact