What is a Fractional Chief AI Officer (CAIO)?

A Fractional Chief AI Officer provides executive-level AI strategy, technical governance, and architecture without the multi-million dollar overhead of a permanent executive hire. Aria Technology Group aligns model adoption with business ROI, audits vendor contracts, and engineers sovereign agent systems.

What is Anti-Slop Architecture?

Anti-Slop Architecture is the deliberate elimination of superficial AI wrappers, fragile no-code automations, and vendor lock-in. Instead of paying 400x markups for commoditized APIs, Aria builds self-owned, deterministic cleanrooms with cryptographically verifiable audit trails and full code ownership.

How does Aria Technology Group protect proprietary company data?

All enterprise data partitions remain strictly isolated. Models run in sovereign VPCs, private bare-metal instances, or air-gapped enclaves with zero training retention by foundation model providers. Critical actions enforce Human-In-The-Loop (HITL) approval.

Where is Aria Technology Group located and what regions do you serve?

Aria Technology Group LLC is headquartered at 127 East 3rd Street, Rochester, MI 48307 in Oakland County / Metro Detroit, Michigan (United States). Led by Principals Dominic Serra and Andrew Jennings, we serve mid-market and enterprise clients across Rochester, Birmingham MI, Troy, Detroit, Ann Arbor, Grand Rapids, and nationwide across the United States.

Open the hood on sovereign agent engineering.

We don't hide behind black-box slide decks. Audit the exact production repositories, AriaWave METACOGNITION™ v1.0 cognitive governance firewall, and 23 deterministic Python 3 agent blueprints running inside our client tenants. Every script ships with a zero-dependency --selftest harness you can verify in seconds.

Explore GitHub (@AIjennings) ↗Search All 23 Python 3 Blueprints ↓ElevenLabs v4 Voice Desk

23 / 23 PASSDeterministic Python 3 reference auditors passing --selftest

0 Pip BloatCore security & financial auditors execute on Python 3.11+ stdlib

MIT + HITLOpen source with HMAC-SHA256 Read-Live / Write-Draft guardrails

github.com/AIjennings/aria-agent-blueprints/skills/metacognition-engine

SELFTEST VERIFIED

AriaWave METACOGNITION™ (v1.0) — Self-Auditing Agent Harness

Python 3.11+ StdlibECEF ≥ 0.82 FirewallHMAC-SHA256 HITL GateMIT License

$python skills/metacognition-engine/metacognition_auditor.py --selftest

[00:00.012][PASS]ECEF epistemic confidence gate verified (score=0.91 >= threshold=0.82)

[00:00.028][PASS]MCP Cleanroom Gate blocked unapproved live mutation; staged HMAC-SHA256 draft

[00:00.041][PASS]Rolling context budget slimmer compacted 248KB trajectory -> 142KB (<= 180KB)

[00:00.059][PASS]Pre-Flight Soft-404 Verifier confirmed 0 dead links across 4/4 invariants

View METACOGNITION™ Source & SKILL.md ↗Inspect MCP Governance Blueprint →Explore All 23 Blueprints →

Listen to the architecture briefing or interrogate our voice agent live.

Every repository in the Command Deck above is paired with a real ElevenLabs v4 (eleven_v4_turbo) architectural narration and a two-way Live Voice Chat bridge. Switch repositories in the deck to hear its specific threat model and execution guarantees, or open a live microphone session.

Active Briefing: metacognition-engine·23 / 23 Pre-Synthesized MP3 Briefings + Live WebRTC ConvAI

✦ AUDIO BRIEFING · ElevenLabs v4 · Sovereign Architecture Lead0:38

AriaWave METACOGNITION™ (v1.0) — Self-Auditing Agent Harness

Seven flagship open-source systems in production.

Instead of opaque SaaS black boxes, our core governance harness, 4K film compiler, multi-calendar Zoom provisioner, CVE readiness scanner, and Twenty CRM cloud stack are published with inspectable source code and deterministic self-tests.

View All Public Repositories on GitHub ↗

AriaWave METACOGNITION™ (v1.0) — Self-Auditing Agent Harness

Production cognitive firewall (metacognition_auditor.py) featuring an Epistemic Confidence & Entropy Firewall (ECEF ≥ 0.82), Read-Live / Write-Draft MCP Cleanroom Gate with HMAC-SHA256 HITL approval tokens, Anti-Amnesia Loop Recovery with a 180KB rolling context budget slimmer, and Pre-Flight Soft-404 Link & Media Verifier.

ECEF ≥ 0.82 Firewall

Halts high-entropy or low-evidence tool invocations before any external API mutation occurs.

Read-Live / Write-Draft Gate

Requires cryptographic HMAC-SHA256 Human-in-the-Loop approval tokens for billing, CRM, or email writes.

180KB Anti-Amnesia Slimmer

Deterministic context window compaction that preserves prefix prompt caching and role alternation.

Pre-Flight Soft-404 Verifier

Verifies every cited URL, media asset, and webhook endpoint returns HTTP 200 before delivery.

View METACOGNITION™ Source & SKILL.md ↗Inspect MCP Governance Blueprint →Explore All 23 Blueprints →

$python skills/metacognition-engine/metacognition_auditor.py --selftest

AriaWave 23-Skill Agent Blueprints & Compliance Stack Hardening

23 production-grade SKILL.md blueprints and deterministic Python 3 reference auditors covering Docker Compose & reverse-proxy compliance hardening (compliance_compose_auditor.py), 60GHz mmWave mesh planning, HID Wiegand access control, Shopify tax-exemption bridges, and enterprise telecom audits.

23/23 --selftest PASSZero External Pip DepsDocker & Reverse-Proxy AuditMIT License

$python skills/compliance-stack-hardening/compliance_compose_auditor.py --selftest

Explore 23-Skill GitHub Repo ↗Compliance Auditor Blueprint →Open Full Blueprints Catalog →

AriaWave Sovereign Google Calendar + Zoom Scheduler & Agent Skill

Zero-dependency multi-calendar Google freeBusy aggregation engine (andrew@aria.net & andrew@ariawave.tech), dynamic Zoom Server-to-Server OAuth meeting provisioner, Next.js live booking widget, and autonomous agent skill (SKILL.md) with Human-in-the-Loop email safety.

Multi-Calendar freeBusyZoom S2S OAuthHITL Draft GuardrailsTypeScript + Python 3

$npx tsx scripts/verify-sovereign-scheduler.ts --dry-run

View Scheduler Repo & SKILL.md ↗Workspace Bridge Blueprint →Test Live Scheduler →

MAVERICK™ Autonomous 4K Commercial & Investor Film Director

Deterministic HTML-to-4K 60fps video compiler, Google Flow browser bridge (flow-cli), ElevenLabs v4 spectral audio ducking, 120fps Insta360 X5 optical slow-motion beat-sync engine, and 10-module WCAG AA verification suite.

3840×2160 60fps RenderGoogle Flow Veo 3.1 BridgeElevenLabs v4 Ducking10-Module Verifier

$maverick verify --target 4k-60fps --beat-sync

View MAVERICK™ Source ↗Read 4K Case Study →Watch 4K Film on YouTube ↗

AriaWave PHP2Shell Security Scanner & Agent Skill

Zero-dependency Python 3 defensive readiness auditor and autonomous agent skill for critical PHP2Shell out-of-memory RCE vulnerabilities (CVE-2026-109618 / CVE-2026-109619, CVSS v4.0 9.2). Inspects PHP runtimes, Dockerfiles, Apache mod_php & RLimitMEM hazards, and .htaccess memory_limit overrides.

CVE-2026-109618 / 109619CVSS v4.0 9.2 CriticalZero-Dependency Python 3Docker & Apache Audit

$python skills/php2shell-vulnerability-scanner/php2shell_auditor.py --selftest

View Scanner Repo ↗Open Interactive Blueprint →Read CVE Advisory →

Twenty CRM Production Cloud Stack & MCP Connector

Self-hosted, sovereign Twenty CRM production deployment architecture with automated PostgreSQL + Redis health checks, GraphQL/REST Model Context Protocol (MCP) agent connectors, and zero per-seat SaaS license lock-in.

Docker Compose + PostgresGraphQL / REST MCP BridgeZero Per-Seat Lock-InAutomated Backups

$python skills/twenty-crm-muse-connector/twenty_mcp_bridge.py --selftest

View Stack Source ↗Twenty CRM Blueprint →Launch Live Twenty CRM ↗

AriaWave.tech Sovereign Web Platform & Interactive Wire Map

Full Next.js 14 App Router source code behind ariawave.tech, including interactive architecture wire-mapping (/wire-map), Answer Engine Optimization (/llms.txt + JSON-LD Knowledge Graph), ElevenLabs v4 voice consoles, and live telemetry drawers.

Next.js 14 App RouterAEO / llms.txt + JSON-LDElevenLabs v4 ConvAIImpeccable Craft Floor

$git clone https://github.com/AIjennings/tech-aria-site.git

Browse Website Source on GitHub ↗Open Interactive Systems Wire Map →Open Live Agent Operations Console →

All 23 deterministic Python 3 agent blueprints.

Search by skill name, industry, or reference script. Every blueprint includes an open-source SKILL.md specification, a zero-dependency Python 3 reference auditor passing --selftest, and an ElevenLabs v4 voice briefing.

Open Visual Blueprints Studio →

#	Blueprint & Domain	Deterministic --selftest Command	Source & Interactive Spec
01	Commercial Real Estate Sovereign Agent & Dual-Tier Local/Cloud UnderwriterCommercial Real Estate · M5 / M4 iMac or Mac Studio (32GB+ Unified Memory)	`python skills/cre-sovereign-underwriter/cre_underwriter_calc.py --selftest`	GitHub ↗Blueprint →
02	Telecom Expense Management, OCR Bill Audit & Carrier Buyout EngineTelecom & Cloud Communications · Serverless Edge / Local Python OCR Engine	`python skills/telecom-bill-audit-engine/telecom_audit_parser.py --selftest`	GitHub ↗Blueprint →
03	High-Volume E-Commerce Tax Exemption Bridge & AI Image CompositorE-Commerce & Retail · GCP Cloud Run (2 vCPU, 4GB RAM) + Vercel Edge	`python skills/ecom-tax-exemption-bridge/shopify_tax_bridge.py --selftest`	GitHub ↗Blueprint →
04	Enterprise Fleet Telemetry, Knox MDM & Driver Dispatch AssistantLogistics & Fleet Operations · Samsung Galaxy Active Tab Series + Samsara IoT Gateways	`python skills/fleet-knox-mdm-telemetry/knox_staging_validator.py --selftest`	GitHub ↗Blueprint →
05	60GHz Millimeter-Wave Gigabit Mesh & Racetrack Vision AIInfrastructure & Wireless · Siklu MultiHaul TG (MH-N366 Base / MH-T280 Terminal) + Edge Jetson	`python skills/mmwave-vision-mesh-planner/mmwave_network_planner.py --selftest`	GitHub ↗Blueprint →
06	Voice-to-CRM Copilot & Multi-Tenant Deal Pipeline DispatcherRevenue Operations & CRM · Local Whisper / Apple Silicon MLX Audio Engine	`python skills/voice-to-crm-copilot/voice2crm_dispatcher.py --selftest`	GitHub ↗Blueprint →
07	Siklu MultiHaul TG 60GHz IPv6 Link-Local Bridge & 5G Jumpbox DaemonInfrastructure & Wireless · Siklu MH-N366 / MH-T280 + Windows/Linux Mini-PC Jumpbox + 5G Modem	`python skills/siklu-multihaultg-mesh-ops/siklu_ipv6_bridge.py --selftest`	GitHub ↗Blueprint →
08	HID Physical Access Control & Wiegand Credential ProvisioningPhysical Security & Access Control · HID Signo 20/40, VertX / Aero Panels, OSDP v2 RS-485 & IP Gateways	`python skills/hid-access-control-provisioning/wiegand_badge_analyzer.py --selftest`	GitHub ↗Blueprint →
09	Self-Healing Multi-Model Gateway & Zero-Token Cron WatchdogAI Infrastructure & Observability · Dedicated Workstation / Linux Server + LiteLLM Proxy + SQLite FTS5	`python skills/multi-agent-gateway-watchdog/gateway_health_watchdog.py --selftest`	GitHub ↗Blueprint →
10	Twenty CRM GraphQL/REST & Meta Muse Support-Ticket Connector ShimRevenue Operations & CRM · Node.js / Python Microservice Shim (:8892 / :8893) + Twenty CRM Cloud/Self-Hosted	`python skills/twenty-crm-muse-connector/twenty_crm_shim.py --selftest`	GitHub ↗Blueprint →
11	ElevenLabs Conversational AI, Standalone Tool & Zoom Phone BridgeTelecom & Cloud Communications · Cloud Edge Webhook Relay + ElevenLabs ConvAI + Zoom Phone SIP/PSTN	`python skills/elevenlabs-voice-telephony-bridge/elevenlabs_tool_verifier.py --selftest`	GitHub ↗Blueprint →
12	Motorsport Video Waiver Kiosk & Cryptographic Gate QR ScannerPhysical Security & Access Control · Touchscreen Gate Kiosks + Mobile Steward Scanners + Edge API	`python skills/m1-motorsport-waiver-kiosk/waiver_qr_verifier.py --selftest`	GitHub ↗Blueprint →
13	Dual-Account Google Workspace Sovereign Bridge & Outbound MIME GuardAI Infrastructure & Observability · Local Workstation / Sovereign Agent Server + Google Workspace REST API	`python skills/google-workspace-sovereign-bridge/workspace_mime_guard.py --selftest`	GitHub ↗Blueprint →
14	Live Motorsport Timing, Purple-Sector Telemetry & Steward AnalyzerLogistics & Fleet Operations · Trackside Timing Bridge / Sim-Rig Telemetry Server (:8181)	`python skills/live-motorsport-timing-extractor/motorsport_timing_analyzer.py --selftest`	GitHub ↗Blueprint →
15	GovCon SAM.gov SDVOSB Set-Aside & RFP Compliance Matrix EngineCommercial Real Estate · Local Analyst Workstation / Sovereign Cron Worker	`python skills/govcon-sam-rfp-compliance/sam_rfp_matrix.py --selftest`	GitHub ↗Blueprint →
16	MCP Tool-Schema Security Auditor & OWASP LLM Governance ScannerAI Infrastructure & Observability · CI/CD Pipeline Gate / Local Security Workstation	`python skills/mcp-security-governance-scanner/mcp_schema_auditor.py --selftest`	GitHub ↗Blueprint →
17	GCP Workload Identity Federation (WIF) Keyless OIDC VerifierAI Infrastructure & Observability · Vercel Edge / GitHub Actions Runners + GCP IAM Workload Identity Pools	`python skills/gcp-wif-keyless-auth-guard/wif_token_auditor.py --selftest`	GitHub ↗Blueprint →
18	General Aviation NOAA METAR/TAF Briefing & Go/No-Go Risk EngineLogistics & Fleet Operations · Mobile Cockpit Briefing Agent / Local Python Weather Engine	`python skills/aviation-weather-go-nogo/metar_risk_scorer.py --selftest`	GitHub ↗Blueprint →
19	Engineering Time-Log, Retainer Burn-Down & QBO Draft ReconcilerRevenue Operations & CRM · Local Accounting Automation Worker + QuickBooks Online / Invoice Ninja API	`python skills/invoice-qbo-time-reconciler/billing_reconciler.py --selftest`	GitHub ↗Blueprint →
20	High-Resolution Satellite & Historical Aerial Change-Detection PipelineCommercial Real Estate · Local GIS Workstation + Planet SkySat / USGS / Google Earth Pro	`python skills/satellite-change-detection-gis/geospatial_tile_calc.py --selftest`	GitHub ↗Blueprint →
21	PHP2Shell Pre-Auth RCE Readiness & SAPI Mitigation Scanner (CVE-2026-109618 / 109619)Cybersecurity & Fleet Hardening · Zero-Dependency Python 3.10+ CLI / CI-CD Security Gate	`python skills/php2shell-vulnerability-scanner/php2shell_scanner.py --selftest`	GitHub ↗Blueprint →
22	SOC 2 & ISO 27001 Docker Compose & Billing Stack Hardening AuditorCybersecurity & Compliance Governance · CI/CD Gate & Sovereign Bare-Metal / Proxmox Host	`python skills/compliance-stack-hardening/compliance_compose_auditor.py --selftest`	GitHub ↗Blueprint →
23	AriaWave METACOGNITION™ (v1.0) — Self-Auditing Recursive Agent HarnessAutonomous AI & Cognitive Governance · Any Python 3.10+ Runtime / Hermes Agent / Antigravity MCP Gateway	`python skills/metacognition-engine/metacognition_auditor.py --selftest`	GitHub ↗Blueprint →

Adapt any open-source harness to your own tenant.

Clone these repositories directly under the MIT license, or engage our engineering team to wire them into your sovereign Google Workspace, AWS/GCP VPC, Azure tenant, HubSpot, Twenty CRM, or QuickBooks Online environment with full audit logging.

HMAC-SHA256 Human-in-the-Loop write gates for billing, CRM, and external email

Keyless GCP Workload Identity Federation & least-privilege RBAC scoping

Air-gapped Apple Silicon MLX or VPC-isolated model routing with prompt-cache lock

Complete runbook handover with deterministic --selftest CI verification

Need production hardening or custom MCP integration?

Work directly with Andrew Jennings and Dominic Serra to scope architecture boundaries, security controls, automated backups, and a turnkey operational handover for your internal team.

Get Custom Architecture Quote ↓Explore Systems Wire Map →

Direct Engineering Desk (Oakland County, MI)(248) 429-1497

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Select a service, integration, or industry scope below for a custom quote, or book a live Google Calendar + Zoom strategy call.

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Strict Confidentiality • Direct Engineer Review • No Sales Rep Gatekeeping

Why Talk to ARIA?

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Operators, Not Slide-Makers: We come from real business operations. We diagnose root workflow problems immediately.

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Custom Software & APIs: When off-the-shelf software falls short, we write production TypeScript, edge workers, and custom integrations.

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Sovereign CRM & AI Architecture: Zero vendor lock-in. Full ownership of your data, automated lead pipelines, and AI dispatch.

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Whatever It Takes: We step in, build the solution, eliminate the bottleneck, and it's done.

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(248) 429-1497