A vertically integrated Sovereign AI, Cybersecurity & Enterprise Automation group (ahmedalderai.com | alderai.uk | ummro.dev | EU .si domains) combining bare-metal NVIDIA RTX PRO 6000 Blackwell (96GB GDDR7 ECC) compute at $0 token cost with 5 production B2B platforms.
| Jurisdiction & Web Hub | Operating Entity & Primary Domain | Core Commercial Mandate | Strategic & Tax Advantage |
|---|---|---|---|
| Dublin, Ireland (EU/EEA Hub) | Irish Limited Co (Fé Phráinn) • alderai.uk & 2 .si EU Domains | Senior AI/Cyber Contracting (>€500–€750/day), EU DORA/AI Act Audits & EIIS Syndicate | 12.5% Trading CT, Stamp 4 Day-1 Readiness, 35%–50% EIIS Investor Tax Relief |
| London, United Kingdom (UK Hub) | UK AI & Cyber SPV + Elevation Global (#17547502) • alderai.uk | UK TSA v1.1 Telecom Sprints, Bonhill/MUFG Contracting (ahmed@alderai.uk) & UK SEIS Pods | 50% HMRC SEIS Upfront Tax Refund + 0% CGT + Direct Tier-1 London Banking/Telco Access |
| Dubai, UAE (MENA R&D Hub) | AlderAI R&D Lab (DET #1628399) • ahmedalderai.com & ummro.dev | B2B Consulting (me@ahmedalderai.com), Full-Time AI/Cyber Pod & GCC NCA ECC Delivery | 0% UAE Qualifying R&D Tax Regime + AED 2,500–5,000/mo PropTech & Enterprise Voice SaaS |
14+ years architecting mission-critical telecommunications, FinTech, offensive/defensive cybersecurity, and bare-metal distributed AI systems across EMEA—backed by 90+ production repositories, 2,081-repo R&D corpus, and live hubs at alderai.uk & ahmedalderai.com.
| Domain Pillar | Verified Technical Depth & Production Systems Built | Enterprise & Commercial Impact |
|---|---|---|
| Sovereign LLM & GPU Systems | Custom SM120 Blackwell CUDA/Triton kernels, GLM-5.3 744B 160-expert surgical grafts, Smoking-Gun Proxy v3 (:8088) | Delivers frontier-grade reasoning & tool-calling locally at $0 API cost with 100% deterministic JSON/XML schemas |
| Cybersecurity & Regulatory Assurance | 57-category LLM red-team engine (ummro.dev), 201 bypass tactics, UK TSA v1.1, EU AI Act Art. 15, DORA & Saudi NCA ECC | Enables 48-hour air-gapped security & compliance audit sprints (£2,500–£5,000) via ahmedalderai.com |
| Multi-Agent & Enterprise Automation | Loom vNext (923 MCP tools / 154 modules), 24/7 Tri-Agent SDLC Orchestrator, <400ms SIP/WebRTC AI Voice Concierge | Replaces €45,000/yr front-office overhead and compresses 3-week consulting engagements into 48-hour automated pipelines |
| Principal Contracting & Leadership | Egyptian Aviation Academy CS, ITI Alumni, State Street VP & Vodafone Track Record, Principal Architect via alderai.uk (ahmed@alderai.uk) | Trusted by C-suite executives, CISOs, and Tier-1 recruitment desks across Dublin, London, Riyadh, and Dubai |
Our flagship on-prem node (rtx-ts) pairs workstation-class 96GB GDDR7 ECC Blackwell silicon with 192GB DDR5 ECC RDIMM and silent MO-RA4 liquid cooling—interconnected via encrypted Tailscale mesh with Hetzner Production and Colab G4.
| Mesh Node / Subsystem | Hardware & Network Specification | Primary Production Workload & Role |
|---|---|---|
| Node #1: rtx-ts (Sovereign Core) | 1× NVIDIA RTX PRO 6000 Blackwell 96GB GDDR7 ECC (SM120, 188 SMs, 1.8 TB/s) + GIGABYTE AI TOP 500 + 192GB DDR5 ECC | Primary $0-token inference (:8081 Qwen3.8-Flash-Next, :18089/:8088 GLM-5.3 744B), Whisper/Orpheus Voice & Qdrant RAG |
| Thermal & Power Architecture | MO-RA4 External Liquid-Cooled Loop + 800W Continuous Load (19.2 kWh/day Winter Thermal Recovery Offset) | Whisper-quiet 24/7 sustained 100% duty-cycle operation with documented domestic heating cost reimbursement |
| Node #2: hetzner-prod (100.96.7.52) | Dedicated Cloud Production Gateway, Docker Swarm, Reverse Proxy, UMMRO SaaS & 24/7 Autonomous Orchestrator | Public ingress for ummro.dev, Loom vNext API endpoints, multi-agent task queues, and automated PDF certificate delivery |
| Node #3: colab-g4 (Kernel Testbed) | Cloud SM120 / G4 Verification Node linked via Tailscale / SSH Automation | Zero-downtime staging for CUDA/Triton attention kernels, speculative decoding benchmarks, and quantization sweeps |
We run two complementary production LLM tracks on rtx-ts—ultra-fast Qwen3.8-Flash-Next for high-concurrency agentic execution and a 744B GLM-5.3 surgical graft for deep architecture/security reasoning—backed by our Smoking-Gun Proxy v3.
| Inference Track | Endpoint & Architecture | Verified Throughput & Quality Metrics | Key Engineering Breakthroughs Live |
|---|---|---|---|
| Track 1: High-Speed Agentic MoE | rtx-ts :8081 — Qwen3.8-Flash-Next (35B-A3B MoE, -np 4 -cb -fa on) | 149.7 tok/s (1-slot) | 412.0 tok/s (4-slot concurrent) | 100% Pass (6/6 Suites) | Zero-latency parallel slot execution for SME Voice Pods, real-time OSINT scraping, and CI/CD red-team scanning |
| Track 2: Frontier Deep Reasoning | rtx-ts :18089 + :8088 Proxy — GLM-5.3 (744B / 160-Expert Surgical Graft) | 39/42 GPU layers in 96GB GDDR7 | 7/7 Smoking-Gun Proxy v3 reliability fixes | Q6_K-down selective CPU expert offload + deterministic think-tag stripping, grammar enforcement & tool-call recovery |
| Track 3: GPU Kernel R&D Stack | SM120 Blackwell CUDA / PTX / Triton Custom Kernel Suite | Up to 10.3× KV-cache compression & zero tile-quantization wave waste | FlashAttention-1/2/3, Online Softmax, Stream-K load-balanced GEMM, MARLIN FP4/INT4, Paged/Ring Attention & FlashInfer cascade |
Mandatory EU AI Act Article 15 cybersecurity, robustness, and adversarial resilience enforcement is live. ummro.dev executes automated 57-category red-team audits at $0 token cost on rtx-ts and generates board-ready PDF 1.4 compliance certificates.
| Commercial Tier | Price Point | Target Buyer & Use Case | Automated Deliverables & SLA |
|---|---|---|---|
| Tier 1: Instant Surface Scan | $0 (Lead-Gen Funnel) | AI Engineering Leads, CTOs & Compliance Officers testing exposure | 10-probe rapid adversarial check + executive risk scorecard & remediation preview |
| Tier 2: Executive Compliance Audit | $2,500 One-Off Sprint | FinTechs, HealthTechs & Enterprises preparing for EU AI Act / ISO 42001 | Full 57-category × 201-tactic audit + signed WeasyPrint PDF 1.4 Article 15 Certificate in 48 hours |
| Tier 3: Continuous Red-Team SaaS | $499 / month | Mid-Market SaaS teams shipping weekly prompt, RAG, or model updates | Automated weekly regression scans, drift alerts, and live compliance badge dashboard |
| Tier 4: Enterprise CI/CD Gate | $18,000 / year | Regulated Banks, Insurers & Multi-Agent Enterprises (DORA / Art. 15) | GitHub/GitLab PR blocking gate, custom guardrail synthesis, and dedicated air-gapped rtx-ts runner |
Loom vNext is one of the largest production Model Context Protocol (MCP) intelligence servers in existence—exposing 923 specialized tools across 154 modules to orchestrate deep OSINT, security auditing, legal analysis, and multi-LLM synthesis.
| Subsystem Cluster | Module & Tool Scope | Enterprise & Security Capabilities |
|---|---|---|
| 1. Cyber Recon & Attack Surface | DNS/BGP/TLS forensics, CVE exploit correlation, API contract fuzzing & secret scanning | Automates external attack surface management (EASM) and pre-audit reconnaissance for consulting sprints |
| 2. Bilingual OSINT & Entity Resolution | Arabic/English corporate registries, social-graph pivoting, phone/email/image correlation | Handles complex Arabic orthography (دسوقى/دسوقي) across government open data, licences, and sanctions lists |
| 3. Multi-Model Consensus & Quality | Tri-agent routing (GLM-5.3 + Qwen3.8 + Frontier APIs), hallucination verification & citation audit | Enforces strict factual grounding and multi-model consensus on high-stakes technical and legal briefs |
| 4. Document & Regulatory Synthesis | Automated HTML/CSS/WeasyPrint PDF & PPTX generation, regulatory mapping (TSA, DORA, NCA) | Transforms raw telemetry and code audits into client-ready executive board packs in minutes |
A turnkey, sub-400ms bilingual (English/Arabic) AI receptionist, outbound qualification, and back-office operations pod running on rtx-ts—purpose-built for property managers, recruitment agencies, medical clinics, and law firms.
| Target Vertical | Anchor Use Case & Workflow | Manual Cost Replaced | AI Voice Pod ROI |
|---|---|---|---|
| Property Management & Holiday Homes | 24/7 tenant maintenance triage, viewing scheduling, bilingual WhatsApp/SIP concierge (e.g., CORE coredxb.com) | €45,000/yr staff + missed night bookings | Captures 100% of out-of-hours inquiries; €1,500/mo flat fee |
| Recruitment & Executive Search Desks | Automated candidate pre-screening, availability checks, CV-to-JD matching & interview calendar booking | 20+ hrs/wk recruiter phone tag | Screens 500+ candidates overnight at $0 token cost |
| Private Medical, Dental & Aesthetics Clinics | Appointment booking, rescheduling, pre-visit intake checklists & automated SMS/WhatsApp reminders | €40,000/yr front-desk bottleneck | Reduces no-shows by 35%+ with full GDPR data residency |
| Boutique Law & Accounting Firms | Initial client intake qualification, conflict-check data capture & document chasing | Unbilled partner/paralegal admin time | Instant 24/7 lead capture with structured JSON summary |
Beyond cybersecurity and voice, our sovereign compute core powers three vertical production systems across legal intelligence, multi-platform commercial growth, and retail ERP/POS inventory automation.
| Product Platform | Core Technical Stack | Primary Commercial Function & Live Deployment |
|---|---|---|
| Product #4A: Caselaw / Loom-Legal Web | Next.js 15 + FastAPI + Qdrant Hybrid Search + GLM-5.3 744B Legal Reasoner | Automated contract redlining, intercompany MSA generation, DIFC/ADGM/UK/Irish statutory lookup & citation verification |
| Product #4B: AddPoster Growth Engine | Multi-Agent Content Pipeline + fal.ai/Local Media + Cross-Platform API Scheduler | Generates and publishes high-conversion listings, technical carousels, and localized EN/AR marketing campaigns |
| Product #5: Almahba Odoo POS Automation | Vision-LLM Invoice Parser + Arabic Orthography Matcher + Odoo XML-RPC Connector | Processes wholesale supplier invoices in seconds—extracting line items, reconciling inventory, and updating POS pricing |
Boutique cyber consultancies across the UK, Ireland, and GCC face massive Q4 2026–2027 regulatory backlogs. We act as their white-label, air-gapped sovereign execution engine—turning 3-week manual audits into 48-hour fixed-price sprints.
| Regulatory Framework | Target Channel Partners & Buyers | 48-Hour Automated Sprint Deliverable | Fixed Commercial Fee |
|---|---|---|---|
| UK Telecoms Security Act (TSA Code v1.1) | UK Cyber Consultancies (CyPro, etc.), MVNOs & Tier-2 CSPs | M20–M23 network/API exposure audit, config hardening verification & Ofcom-ready evidence matrix | £3,500 – £5,000 / Sprint |
| Saudi NCA ECC-2:2024 & CCC-2:2024 | GCC Boutique Consultancies (QMet, NAS Solutions) & KSA Enterprises | Bilingual AR/EN control gap analysis, sovereign cloud compliance mapping & remediation roadmap | £3,000 – £4,500 / Sprint |
| EU AI Act Art. 15 & OWASP LLM Top 10 | EU/UK FinTechs, AI SaaS Vendors & vCISO Practices | 57-category adversarial red-team execution on rtx-ts + signed PDF 1.4 Statutory Robustness Certificate | £2,500 / Audit Sprint |
| Expert Network & PE Technical Diligence | AlphaSights, GLG, Guidepoint, Atheneum & PE Deal Teams | Rapid 1-hour executive consultation or 48-hour target architecture/cyber due-diligence dossier | £400–£800/hr | £3,500 Pack |
Our corporate structure cleanly separates European client contracting, UK venture/property operations, and UAE sovereign AI R&D—maximizing statutory tax efficiency (94.5% household/corporate retention) and ring-fencing asset classes.
| Entity & Jurisdiction | Statutory Registration / Status | Governance & Ring-Fencing Rule | Tax & Commercial Optimization Mechanism |
|---|---|---|---|
| 1. Irish AI & Cyber Limited Co (Dublin) | Fé Phráinn Express Incorporation (CRO Ireland) | Ahmed (Director) + Kenza (Co-Director & Company Secretary at €0 salary) | Bills >€500–€750/day IE/EU contracts; pays €13,500 tax-free RTX 6000 DLA + €3,000 CleverCards (Sec. 112B TCA) |
| 2. AlderAI R&D Lab (Dubai, UAE) | Dubai DET Commercial License #1628399 | Independent UAE AI & GPU engineering lab under Intercompany MSA | Executes €45,000–€65,000/yr B2B AI/software development & GPU hosting at 0% UAE tax regime |
| 3. UK SEIS AI & Security SPV (London) | UK Companies House (SEIS Qualifying Trade) | Strictly <20% passive investor slots; 100% separated from property assets | Qualifies UK PAYE/RSU co-investors for 50% HMRC income tax refund + 0% CGT under ITA 2007 Part 5A |
| 4. Elevation Global Property Services Ltd | UK Companies House #17547502 | 100% ring-fenced real-estate/property vehicle; zero tech/SEIS commingling | Preserves clean SIC codes and statutory risk-to-capital separation across all UK/IE tech ventures |
A single €13,500 NVIDIA RTX PRO 6000 Blackwell (96GB GDDR7 + 192GB DDR5 ECC) node simultaneously powers 10 SME Voice Pods, 2 monthly compliance sprints, and enterprise RAG/fine-tuning—generating €16,100/mo in net profit.
| Pod Revenue / Cost Line Item | Capacity / Unit Formula | Monthly Amount (€) | Annualized Run-Rate (€) | Share of Gross |
|---|---|---|---|---|
| Revenue Stream 1: SME 24/7 AI Voice & Ops Pods | 10 SME Clients × €1,250/mo (Daytime SIP/Voice) | +€12,500 / mo | €150,000 / yr | 64.1% |
| Revenue Stream 2: Air-Gapped Cyber & AI Act Sprints | 2 Sprints/mo × €2,000–€2,500 (Overnight Batch) | +€4,000 / mo | €48,000 / yr | 20.5% |
| Revenue Stream 3: Private Enterprise RAG & Fine-Tuning | 2 Dedicated Tenant Partitions × €1,500/mo | +€3,000 / mo | €36,000 / yr | 15.4% |
| Less: All-In Monthly Pod OpEx (UAE Eng + Power + SIP) | Dedicated UAE Engineer (€2.8k) + Power/SIP/Mesh (€600) | -€3,400 / mo | -€40,800 / yr | 17.4% OpEx |
| NET POD OPERATING PROFIT (82.5% MARGIN) | €19,500 Gross Revenue minus €3,400 Total OpEx | €16,100 / mo Net | €193,200 / yr Net | 82.5% Margin |
Whether you are an enterprise hiring desk in Dublin/London, a consultancy/SME seeking turnkey AI & compliance automation, or a senior PAYE/Contractor peer looking for tax-shielded GPU co-investment, we have a ready-to-execute track.
| Engagement Track / Contact Group | Target Audience Profile | Companion Dedicated Presentation Deck | Immediate Next Step (48-Hour SLA) |
|---|---|---|---|
| Track A: Senior AI / Cyber Contracting | Dublin & London Recruitment Desks (Morgan McKinley, Barden, Cpl, Berkley, Bonhill) & Banks | Server & Company Master Portfolio (This Deck) | Schedule technical interview; immediate Corp-to-Corp onboarding via Irish/UK LTD |
| Track B1: Cyber & Compliance Boutiques | UK TSA v1.1 (CyPro), Saudi NCA (QMet, NAS), EU AI Act / DORA Consultancies | ummro_eu_ai_act_art15_proposal.pdf | Run free 10-probe baseline scan or book a £2,500 48-hour white-label audit sprint |
| Track B2: Property, Clinics & Recruitment SMEs | Holiday-Home Operators (CORE), Estate Agents, Clinics & Search Firms | sme_24_7_ai_voice_ops_pod_tearsheet.pdf | Launch 7-day live SIP/WhatsApp voice concierge pilot on rtx-ts |
| Track C1: Ireland & UK PAYE Senior Earners | Full-Time Tech/Cyber/Finance Staff taxed at 52.2% (IE) or 62% (UK) | ireland_paye_eiis_deck.pdf | uk_paye_seis_deck.pdf | Reserve 1 of 5 passive €20k/£20k syndicate seats before Dec 31 / Jan 31 cutoff |
| Track C2: Ireland & UK LTD Contractors | IT, Cyber & Locum Contractors with €50k–€200k retained LTD profits | ireland_contractor_pod_deck.pdf | uk_contractor_pod_deck.pdf | Execute 100% tax-deductible B2B R&D GPU Pod lease & reduce Corp Tax before year-end |