# Cingilek.AI — Governed agent loops for regulated programs

> Cingilek Precision, LLC builds governed agent loops — not chat wrappers — for regulated, audit-bound, federal-grade programs. Service-Disabled Veteran-Owned. Deployed on hardware you own. Built by an operator who runs the regulated programs the AI is built for.

## Parent entity

- Legal name: Cingilek Precision, LLC
- Owner: Jason D. Wagner
- Canonical company site: https://cingilek.com
- Location: Phoenix, Arizona
- CAGE Code: 15Z41 | SAM UEI: YFNBBB5SZJS5
- NAICS: 541614

## What Cingilek.AI is about

- Governed AI agent loops for regulated programs (ISO 9001, AS9100, ISO/IEC 17025, ANSI/NCSL Z540)
- Audit-grade agent architectures by construction
- Compliance matrix mapping AI workflows to standards clauses
- Deployment on hardware you own (edge, on-prem, air-gapped)
- Content author: Cingilek Precision, LLC
- Contact: jason@cingilek.com | +1-480-490-3312

## Related properties

- https://cingilek.com (canonical company site)
- https://fieldcal.com (Field Calibrations, Inc.; Jason serves as COO)
- https://emmonak.com (Emmonak Corporation; parent of FCI)

## Full text

- https://cingilek.ai/llms-full.txt

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# Full page text

Source: https://cingilek.ai/
Page title: Cingilek.AI — Loops, not chats. AI for regulated programs.
Generated: 2026-10-18

Applied AI · Service-Disabled Veteran-Owned · SBA VetCert in progress · SDB

# Loops, not chats.

Cingilek Precision builds governed agent loops — not chat wrappers — for the kind of regulated, audit-bound, federal-grade programs that cannot afford a hallucination. Designed by an operator who runs the programs the AI is built for.

The work

## Where applied AI earns its place

Most AI advisory is slide-deck class — people who have never operated under accreditation, never carried a clearance, never had to defend a number to an auditor. Cingilek is the opposite. Every AI engagement we ship is built the way we built the systems running our own regulated entities.

01 · Architecture

### Governed agent loops

Autonomous loops with iteration caps, strict JSON output schemas, programmatic error extraction, and first-class triggers. Department-isolated agents — operations, accounting, HR, records, quality — not a single sprawling chatbot.

02 · Evidence

### Audit-grade by construction

Prompt provenance. Output logs. Versioned evaluation harnesses. Built the way an ISO/IEC 17025 lab would build it — because its principal also runs one. Designed to survive accreditation, customer audit, or contracting-officer review.

03 · Infrastructure

### Owned, not rented

On-premises edge inference where data sensitivity demands it. Vendor-agnostic model selection. AI that does not depend on a single provider's uptime, pricing, or terms of service. The principal runs a multi-node home lab; clients can too.

“The reason it works is that I'm not selling AI advice — I'm selling the AI systems I built for the regulated programs I run myself.”

Jason D. Wagner, MRED, DML · Owner · U.S. Army Major (Ret.) · Bronze Star Medal (×2)

The method

## Train-the-trainer, not eternal billable dependency

Every Cingilek AI engagement ships with a certification path so your operator team owns the system when we leave. We don't want to be your forever consultant. We want your team to outgrow needing us.

Phase 01

### Diagnostic & loop design

We map the workflows worth automating, identify the data and systems we'll integrate with, and write the loop architecture — what each agent owns, what triggers it, what its strict output schema looks like, and how it fails safe.

Phase 02

### Build, govern, evaluate

Loops built against the architecture, deployed on infrastructure you own, evaluated with a versioned harness. Iteration caps, guardrails, provenance, and audit logs are not afterthoughts — they are the first thing we wire in.

Phase 03

### Train, certify, transfer

Your designated operators learn the system end to end — from prompt design to evaluation, from triggers to rollback — and they get certified to extend it without us. Same model we use for HAZWOPER, confined-space, and bulk-fuel training.

Phase 04

### Maintain, only if you want us to

Optional ongoing advisory at a fractional retainer. The default assumption is that you've graduated. We're glad to be on call — we're even more glad to watch your team run the system without us.

Talk to the operator

## If you run a regulated program, we should talk.

Federal contracts. ISO-bound labs. Village corporations. Anywhere the system has to hold up under audit, accreditation, or board review.

jason@cingilek.com · 480.490.3312