Enterprise Architecture & Modernization
Zero-downtime cutovers, legacy Windows client-server migrations, and mission-critical portal development. Proven delivery including Standard Bank's partner platform with zero post-launch defects.
Beyond Code Generation • Physical AI • Zero-Downtime Modernization
AI Generates Code in Seconds. We Engineer the Systems That Keep Enterprises Running.
Founded by Principal Solutions Architect Warren Basterfield. We command 30+ years of systems integration force built for mid-market and enterprise operations facing high complexity no off-the-shelf software or AI tool can solve—converging physical hardware, distributed message buses, on-premise computer vision, and zero-defect legacy platform modernizations.
APEX_CORE_TELEMETRY_ENGINE // V4.2
OPERATIONAL HUB: LAS VEGAS, NV
ACTIVE SOCKETS: 12-LANE
[INITIALIZING]
RTSP_H264
Frame ingest 30 FPS • NVR pipeline synchronized
[INITIALIZING]
QDRANT_VEC
ArcFace 512-dim cosine search: 1.2ms (match 0.942)
[INITIALIZING]
MSMQ_QUEUE
Batch commit 1,420 events • 0 dropped packets
Throughput Rate
>1 Plate & Face / sec
Vector Search SLA
< 2.0 Milliseconds
Underground Sites
22 Active Mine Shafts
Architecture Health
100% Deterministic
The 2026 Shift
AI Has Commoditized Code. Architectural Judgment Is Priceless.
In 2026, AI assistants generate boilerplate CRUD apps in seconds—and simultaneously create architectural debt faster than ever before. Real enterprise failure rarely happens because someone couldn't write a loop; it happens because the underlying distributed topology, socket concurrency, or physical hardware interface failed under load.
| Operational Dimension | What AI Code Generators Do | What Apex Core Integration Delivers |
|---|---|---|
| Architecture & Concurrency | Generates isolated, synchronous API endpoints that fail under heavy socket backpressure. | Resilient asynchronous message topologies (MSMQ, RabbitMQ) engineered for zero packet drop. |
| Legacy Modernization | Suggests massive, high-risk rewrites that break existing undocumented business logic. | Zero-downtime Strangler-Fig cutovers running parallel pipelines with zero defect guarantees. |
| Physical & Edge Integration | Cannot interface with RS-485 ground loops, RTSP jitter, CAN bus, or proprietary microcontrollers. | 30 years of electrical engineering & ANSI C firmware connecting physical hardware to software. |
| AI Deployment Architecture | Relies on expensive, high-latency cloud APIs that leak confidential operational data. | On-premise, offline ONNX runtime models with sub-2ms Qdrant vector search and zero cloud lock-in. |
| Production Accountability | Hallucinates subtle library bugs, shifts blame, and provides zero operational warranty. | Direct executive command by Warren Basterfield: proven track record of zero post-launch defects. |
Architectural Depth
Engineering Across the Entire Technology Spectrum
When standard enterprise software hits a brick wall, we design, build, and deploy the bespoke connective tissue—spanning bare-metal microcontrollers to distributed cloud microservices.
Applied AI & Edge Computer Vision
Production-grade neural vision pipelines: SCRFD face detection, ArcFace 512-dim facial embeddings, Qdrant sub-2ms vector search, ALPR vehicle OCR, and custom YOLOv8 model fine-tuning.
Real-Time Telemetry & Distributed Buses
High-concurrency UDP bit-packing, store-and-forward asynchronous queuing (MSMQ, RabbitMQ), and microsecond sensor processing that absorbs extreme burst spikes without dropped data.
IoT, Firmware & Harsh Environments
ANSI C microcontroller firmware (Rabbit AVR, PIC), cellular 3G/GSM telemetry, Deye solar inverter automation, and battery management systems (BMS) tracking temperature and voltage.
Retail POS-Integrated Forensic Video NVR
Custom software NVRs directly indexing cash register receipts to RTSP video feeds. Slashes internal fraud investigation times from hours down to seconds by searching video by transaction ID.
Mission-Critical Access & Life Safety
12-lane estate gate automation with ALPR, loop detectors, and Dahua DSS control room software. Mining lamproom safety compliance across 22 underground sites verifying life-saving gas gear.
The 2026 Engagement Framework
High-Stakes Architecture & Execution Models
We do not sell generic development hours or billable junior developers. We provide direct executive architectural command, rapid production diagnosis, and deterministic systems delivery.
Fast-Track Diagnostic
48-Hour High-Stakes Architecture Audit
$8,500 / flat fee
For CTOs, VPs of Engineering, and PE operators facing throughput bottlenecks, legacy debt, or stalled AI initiatives.
- Full socket, queue, and database contention stress analysis
- Zero-downtime legacy Strangler-Fig cutover blueprint
- On-premise edge AI feasibility & local latency audit
- Executive Risk Scorecard & 90-day prioritized execution roadmap
Most Requested by CTOs
Executive Command
Fractional Principal Solutions Architect
$15,000 / mo ($12.5k–$20k)
Direct executive architectural command and verification oversight by Warren Basterfield for mid-market operations.
- 15–20 hours/mo direct architectural leadership & blueprinting
- Production Verification Gate: Vetting AI & junior code before deployment
- Distributed message bus, schema evolution & protocol design
- Eliminates the $400k+ overhead of a full-time in-house executive
Milestone Delivery
Turnkey Mission-Critical Integration
$50k–$150k+ / project
Full end-to-end architectural engineering and production deployment of specialized, high-concurrency systems.
- Converged 12-lane ALPR and optical access control systems
- Retail POS-integrated forensic video NVR platforms
- Industrial vibration FFT predictive maintenance engines
- Backed by verified SLA and deterministic reliability guarantees
Interactive Engineering Visualizer
The 5-Layer End-to-End Architecture Blueprint
Click through each layer of the systems architecture stack to inspect how Apex Core Integration transforms raw analog field signals and high-bitrate video into deterministic executive intelligence.
L1
➔
Physical Edge & Field Sensors
RTSP Cameras • Modbus Inverters • RFID Probes • Relays
L2
➔
Edge Firmware & Ingestion Layer
ANSI C • Microcontrollers • Raspberry Pi • Bit-Packed UDP
L3
➔
Telemetry Fabric & Resilient Queues
MSMQ • RabbitMQ • High-Concurrency Event Correlator
L4
➔
Applied AI & Vector Search Analytics
ONNX Runtime • Qdrant Vector DB • ArcFace • FFT Vibration
L5
➔
Enterprise Control Room & Dashboards
Blazor Server • REST APIs • Forensic Video GUI • WebSockets
Industrial hardware, analog telemetry, and vision capture.
Layer 01: Physical Edge & Field Sensors
Direct integration with real-world physical infrastructure where standard off-the-shelf software fails. Ingests RTSP video feeds, weigh-bridge telemetry, RS-485 Modbus inverters, and RFID tag antennas.
RTSP, ONVIF, Modbus RTU/TCP, Wiegand, RS-485, Loop Detectors
Dahua DSS, Hikvision, Deye Inverters, Pruftechnik Probes, Sensormatic RFID
Verified Production Deployments:
Mooikloof Ridge 12-Lane ALPR, Creative Cybernetics Energy, Red Alert Cold Chain
Proven Battle-Tested Engineering
Flagship Production Engagements & Case Studies
Explore 12 real-world enterprise deployments. Click any card to inspect the operational challenge, technical architecture, and measurable ROI.
Orbtech Real-Time Telemetry Modernization
MIGRATIONLegacy dial-up polling caused massive multi-hour bottlenecks as fleet scaled. Dial-in servers were dropping packets.
Outcome: Zero-downtime cutover to high-concurrency UDP push streaming. 0 dropped packets.
Standard Bank Reporting Partner Platform
BANKINGUrgent compliance modernization of a legacy desktop reporting app. Requirements doubled midway through project.
Outcome: Delivered on time in 6 months with zero post-launch defects across financial audits.
12-Lane Converged ALPR & Gate Access Control
COMPUTER VISIONSevere tailgating, unverified visitor access, and security blind spots across thousands of daily vehicle movements.
Outcome: $200K+ profit generated; platform directly assisted law enforcement in locating a missing person.
Retail POS-Integrated Forensic Video NVR
RETAIL NVRStore managers spent 3+ hours manually scrolling CCTV footage to verify cash register sweethearting and theft.
Outcome: Cut retail investigation time from hours to under 20 seconds by indexing video to receipt IDs.
Industrial AI Vibration Predictive Analytics
APPLIED AIManufacturing plants suffered catastrophic machinery downtime due to infrequent, manual vibration inspections.
Outcome: Automated FFT waveform decomposition with AI failure prediction weeks prior to bearing failure.
Mining Asset Management & Life Safety
LIFE SAFETYRegulatory mandate to guarantee miners never enter dangerous underground stopes with expired gas detection gear.
Outcome: Enforced 100% automated gate lockouts for expired safety equipment across 22 underground sites.
Massmart (Walmart Group) Fleet MEMS
LOGISTICSCustomer disputes and high delivery failure rates across national retail logistics network without real-time tracking.
Outcome: Reduced manual escalations by 90% and elevated delivery SLA adherence to 98.4%.
Facial Recognition & Crime Blacklist Sentry
VECTOR AICommercial retail centers needed instant notification when known organized retail crime syndicates entered premises.
Outcome: Sub-second facial vector matching against crime blacklists directly into SOC control room consoles.
Crisis E-Commerce & 100% Sales Recovery
EMERGENCY PIVOTCovid lockdowns closed supermarket doors overnight with zero existing online ordering or delivery infrastructure.
Outcome: Built 2-way sync connecting legacy ERP to web in 3 weeks, restoring 100% of sales volume.
Solar Inverter & Load Shedding Automation
SMART ENERGYUnpredictable electrical grid blackouts drained lithium batteries before manufacturing operations commenced.
Outcome: Automated battery pre-charge based on live utility schedules, eliminating starvation shutdowns.
Cold Chain Refrigeration Control Room GUI
TELEMETRYSilent refrigeration malfunctions caused hundreds of thousands in spoiled commercial food inventories.
Outcome: Central monitoring station with live heatmap thresholds and sub-minute SMS alerts for dispatch.
Animal Rescue Colony & Medical Tracking
PRO-BONOVolunteer animal rescue workers struggled with lost medical histories and uncoordinated stray adoptions.
Outcome: Fully automated stray animal tracking, medical history, and adoption management pro-bono.
Dedicated Applied AI Engineering
Production Neural Networks Without Cloud Vendor Lock-In
From offline ONNX edge runtimes and Qdrant vector databases to vibration FFT predictive maintenance and custom YOLOv8 dataset pipelines. Explore our full deep dive into operational AI.
Enterprise Scoping Tool
Interactive Architecture Scoping Estimator
Configure your technical requirements to generate an initial architectural complexity analysis, recommended tech stack contract, and pre-populate your consultation inquiry.
Architecture Complexity Analysis
70/100
High-Concurrency Distributed Tier
This configuration requires resilient asynchronous store-and-forward message decoupling, sub-2ms vector indexing, and deterministic edge packet processing.
C# / .NET Core
ONNX Runtime
Qdrant Vector DB
WB
Warren Basterfield
Principal Solutions Architect | Sr. Director of Engineering
30+ years command across enterprise software, physical infrastructure, embedded firmware, and real-time telemetry environments.
Engineering Mindset
“I solve problems with technology. Software just happens to be the technology of the day.”
My core differentiator is not simply knowing individual frameworks in isolation. It is the seasoned capability to walk into complex, unfamiliar technical and physical domains, understand the underlying operational requirements, engineer the missing connective pieces, and deliver platforms that run deterministically in production.
1996 – 2002
Enterprise Foundations & Distributed Client-Server
Industrial RFID logistics (Scottish Courage Edinburgh), enterprise inventory replenishment optimization ("Just Enough" / Order Logic for Massmart Group). Windows DNA, Delphi, COM+, and multi-million-row batch processing SLAs.
2003 – 2013
Embedded Telemetry, Fleet Logistics & Harsh Environments
ANSI C firmware across Rabbit AVR and PIC microcontrollers. Cellular 3G binary protocol bit-packing for over 5,000 active tracking units (Buddy Track). Mining safety compliance across 22 underground sites integrating with MSA test benches.
2014 – Present
Principal Systems Architect & Applied AI (Apex Core Integration)
Converged ALPR gate automation ($200K+ value), Blazor Server Standard Bank reporting partner platform (0 post-launch defects), RTSP POS-integrated forensic NVRs, and vector similarity search (Qdrant + ArcFace).
Direct Engagement
Have a System That Needs to Work Better?
Tell us what you are trying to connect, automate, monitor, or modernize. We start with the operational problem rather than a predetermined software package.
Apex Core Integration LLC
Direct architectural leadership and hands-on systems engineering based in Las Vegas, Nevada. Available for enterprise consulting, high-stakes platform modernizations, and specialized systems integration contracts nationwide.
Apex Core Integration LLC • Entity Registered in Nevada