[ SYS_00 / OPERATING ]  cybereye.agency / consulting log

Senior software
consulting for
consequential systems.

cybereye is an independent software consultancy. We embed with engineering teams to architect, build, and ship the platforms they cannot afford to fail — and, when the brief calls for it, the applied AI, spatial, and data systems on top.

ConsultingArchitecturePlatformApplied AISpatialData
000°090°180°270°
TGT_LOCK · 92.4%
NEURAL · TRAIN-A41
VEC · [ 0.214, 0.882, -0.314 ]
STREAM · 1.2 GB/S
SYSCYBEREYE / v3.21.0
NODECLT-01 / STABLE
LAT35.2271° N
LON80.8431° W
UPTIME00:00:00
SIG92.07%
COH95.46%
// CYBEREYE.AGENCYEST. 07.2022 · CHARLOTTE, NCR. A. RICHARDSON / FOUNDERSOFTWARE CONSULTING · APPLIED AI · SPATIALFED · LOGISTICS · MOBILITY · AIAVAILABLE Q3 2026// CYBEREYE.AGENCYSENIOR TEAM · REMOTE + ONSITE// CYBEREYE.AGENCYEST. 07.2022 · CHARLOTTE, NCR. A. RICHARDSON / FOUNDERSOFTWARE CONSULTING · APPLIED AI · SPATIALFED · LOGISTICS · MOBILITY · AIAVAILABLE Q3 2026// CYBEREYE.AGENCYSENIOR TEAM · REMOTE + ONSITE// CYBEREYE.AGENCYEST. 07.2022 · CHARLOTTE, NCR. A. RICHARDSON / FOUNDERSOFTWARE CONSULTING · APPLIED AI · SPATIALFED · LOGISTICS · MOBILITY · AIAVAILABLE Q3 2026// CYBEREYE.AGENCYSENIOR TEAM · REMOTE + ONSITE
// 02 — Services

One anchor practice.
Five adjacent capabilities.

Software consulting is our core discipline — architecture, platform, and end-to-end delivery. Around it, five specialized capabilities are available for engagements that need them. All six are staffed by the same senior team.

01● ACTIVE
010203040506070809

Software Consulting

Our anchor practice. Senior architecture, platform design, engineering leadership, and end-to-end delivery for teams building software they cannot afford to fail.

ArchitecturePlatformDeliveryAudit
02● ACTIVE
FLOW.A1SPEC.04

UI / UX Systems

Interface systems and design languages for technical products — dense, deliberate, and built around the operator's actual workflow.

Design SystemOperator UITokens
03● ACTIVE

AI Development

Foundation model integration, agentic systems, custom evals, and inference infrastructure tuned for high-stakes operational use.

LLMAgentsEvalsRAG
04● ACTIVE

Data Discovery & Intelligence

Surface meaning from heterogeneous, real-world data. Pipelines, embeddings, and visualization tooling built for analysts under pressure.

PipelinesEmbeddingsBI
05● ACTIVE
INPUTPARSECLASSIFYROUTEOUT

Automation Infrastructure

Event-driven orchestration, intelligent routing, and human-in-the-loop control planes for operations that run 24/7/365.

WorkflowsEventingHITL
06● ACTIVE
OBJ_417

AR / XR Applications

Spatial computing for field operations and industrial training: targeting, annotation, telepresence, and procedural overlays.

WebXRVisionOSSpatial
// 03 — Operator

Founded and led by Ronald A. Richardson.

Senior software consultant, architect, and product engineer. A decade of shipping platforms for logistics, mobility, federal research, and — where the brief calls for it — the applied AI and spatial layers on top.

Portrait of Ronald A. Richardson, founder of Cyber Eye LLC
IDRAR_0001
ROLEFOUNDER · ARCHITECT
BASECHARLOTTE, NC
STATUS● ACTIVE
Great software isn't measured in features shipped — it's measured in operations that stay running. Consulting begins there: with the operator, the constraints, and what happens when the system fails. Only then do we write the code.

Over the past decade Ronald has led software engineering on platforms spanning enterprise SaaS, mission-critical logistics, federal research environments, and consumer AR — shipping the systems organizations rely on when failure isn't optional.

cybereye.agency operates as a small, senior consulting unit. We embed with technical founders, product leadership, and federal engineering teams on engagements that range from architecture audits and platform design to full end-to-end delivery.

PRACTICE
  • Software Consultant
  • Architect
  • Product Engineer
  • Systems Designer
STACK
  • Typescript · Rust · Python
  • PyTorch · CUDA · Triton
  • WebGL · WebXR · Unreal
  • Postgres · Kafka · Arrow
SECTORS
  • Federal & Defense-Adj.
  • Logistics & Mobility
  • AI Foundations
  • Industrial XR
SELECTED
  • Platform architecture
  • Real-time control plane
  • Multi-modal RAG systems
  • Field AR annotation
// 04 — Process

An engagement model
built for consequential systems.

Six phases. No black boxes. Every artifact, decision, and metric lives in the open with you.

P01Phase 1 / 6

Discovery

Stakeholders, constraints, telemetry, and the problem hiding beneath the brief.

P02Phase 2 / 6

Architecture

System diagrams, data models, security posture, and the smallest version that ships.

P03Phase 3 / 6

Design

Interface systems, motion language, and the operator-facing surface area.

P04Phase 4 / 6

Development

Implementation in tight loops with senior engineers, no offshore handoff.

P05Phase 5 / 6

Deployment

Roll-out, instrumentation, and operator training under realistic load.

P06Phase 6 / 6

Optimization

Eval suites, post-deployment hardening, and the long tail of performance work.

// 05 — Ships

What we've shipped.

Selected work — platforms and products built or led by cybereye. Each row links to the live site. Puzzlehead is Ronald's independent game studio; ARNet is our open-source augmented reality network protocol.

// 06 — Concepts

What consulting looks like
when we ship it.

Four concept renders from software consulting engagements — an operator dashboard, an embedding analysis tool, a model-ops surface, a field AR interface. Production work is under NDA; contact for case studies.

W01Vector / Fleet OperationsLogistics Intelligence · 2025
VECTOR / OPS
CLT-01/FLEET/LIVE
● REC23:14:08 UTC
ASSETS LIVE2,418+ 4.2%
LATENCY31ms– 1.8%
THROUGHPUT1.24GB/s+ 0.6%
ANOMALY7flagged
SIGNAL · T-60mSR · 240Hz
DIST · CLASSN=2418
C01
68%
C02
52%
C03
41%
C04
33%
C05
27%
C06
18%
C07
12%
C08
9%
TSNODEEVENTSEV
23:14:07CLT-01Anomaly · vec drift > 0.81HIGH
23:14:02ATL-04Throughput stableINFO
23:13:58DFW-12Model · revision shippedINFO
23:13:51CLT-01Routing rule · updatedOK
23:13:42PHX-07Cache · invalidatedWARN
// 07 — Engage

Open a secure channel.

We respond to qualified inquiries within 48 hours. New engagements opening Q3 2026.

SECURE CHANNEL · OPENENGAGEMENT.REQ · v1
04 · Scope of engagement
All communications encrypted in transit · GPG available on request