INFRASTRUCTURE ARCHITECTURE MATRIX

Custom AI Systems Built Inside Your Private Cloud.

Stop leaking confidential company data to public AI tools. We build private AI search engines, automated digital workforces, and secure database connections—100% owned by you with zero data leaks.

vLLM Llama 3.1 70BQdrantMCPCloudflare Zero TrustLocal PII Scrubbing

Why high-compliance enterprises are abandoning public API wrappers for 100% self-hosted sovereign infrastructure.

Public LLM API Tax vs. Sovereign Private VPC — the real cost of renting intelligence.

Criterion 01

Data Boundary

Sovereign AI (kmzhasan.com)

100% Inside your Cloudflare VPC, 0KB egress proof

Public LLM API (OpenAI / Anthropic)

Data leaves VPC → US servers, 30d retention

Criterion 02

IP & Model Code

Sovereign AI (kmzhasan.com)

You own weights, vLLM stack, prompts, vector DB

Public LLM API (OpenAI / Anthropic)

Black-box API, vendor owns weights

Criterion 03

Audit Traceability

Sovereign AI (kmzhasan.com)

Merkle SHA-256 WORM 90d, EU AI Act Art.12 compliant

Public LLM API (OpenAI / Anthropic)

No log immutability, no HITL gates

Criterion 04

Data Protection

Sovereign AI (kmzhasan.com)

Local PII redaction, Zero YouTube Tracking, R2 presigned

Public LLM API (OpenAI / Anthropic)

External PII scrub, YouTube tracking

Criterion 05

Monthly Cost

Sovereign AI (kmzhasan.com)

Flat $4k/mo retainer, fixed GPU, no token tax

Public LLM API (OpenAI / Anthropic)

$0.06 / 1K tokens → $3.2k-$8k/mo + 20% YoY hike

ONE OFFER ONLY • $23K BUILD + $4K/MO RETAINERLIVE DEPLOYMENT

Sovereign AI Workforce OS

$23,000
one-time build
+
$4,000/mo retainer

100% owned by you with zero data leaks, zero per-token tax, 100% code ownership. Includes private VPC tunnel prod-iad-01, vLLM Llama 3.1 70B (swap Kimi K3 / GLM 5.2 / DeepSeek-V3), Qdrant 14,890 pts, Langfuse + Grafana 0 KB egress proof, 3 agents Receptionist 342/day Sales 89/day Support 156/day, GRC Module, Google Workspace + Microsoft 365 + Salesforce/HubSpot/AppFolio integrations.

Confidential PDF & Contract Search air-gapped
Repetitive Process Automation WhatsApp & CRM
Private AI Department ERP & Database MCP
Server & Cloud Admin
Bug Fixing & Errors
Accuracy & Quality Tuning Human-in-the-Loop Backup
Book $99 Audit — Get Blueprint →
Includes 3 seats, 5 max, 4h SLA • Private Git handover

3 Agents Detailed — Built for Volume, Not Demos

AI Receptionist
342 CALLS/DAY • AUTONOMOUS
342 calls/day
BEFORE — MANUAL VA

VA answers WhatsApp late, misses 40% after-hours, manual AppFolio lookup 4-6 min.

AFTER — SOVEREIGN AGENT

Detects WhatsApp → qualifies intent → checks AppFolio vacancy → books showing → updates CRM → calendar invite. 342/day • 1.2s avg

AI Sales Qualifier
89 LEADS/DAY • AUTONOMOUS
89 leads/day
BEFORE — MANUAL VA

SDR wastes 70% on unqualified leads, CRM not updated, slow follow-up.

AFTER — SOVEREIGN AGENT

Scrapes inbound → enriches via Clearbit → asks 5 qual Qs → scores 0-100 → books only >75 → auto logs to Salesforce. 89/day • $23 cost per qualified

AI Support Router
156 TICKETS/DAY • AUTONOMOUS
156 tickets/day
BEFORE — MANUAL VA

Support inbox chaos, PII in Intercom, no triage, 12h first response.

AFTER — SOVEREIGN AGENT

Local PII scrub → classifies L1/L2/L3 → drafts reply with KB citations → HITL approve → closes. 156/day • 3.2 min MTTR

Industry Verticals Covered

We don't build generic wrappers. Each vertical has private RAG pipelines, compliance gates, and MCP connectors tuned for the actual SOPs.

🏢 Real Estate

Automated tenant lease auditing, WhatsApp inquiry qualification, maintenance ticket routing.

Tenant Lease AuditingWhatsApp Lead QualificationMaintenance Ticket Automation
⚖️ Legal

Contract discovery, compliance risk analysis, automated document synthesis.

Contract Discovery EngineCompliance Risk ScannerAutomated Brief Synthesis
🏥 Healthcare

HIPAA-isolated patient record intelligence and automated clinical SOP retrieval.

HIPAA-Isolated VaultPatient Data RetrievalClinical SOP Intelligence
💳 Finance

Invoice auditing, ledger cross-referencing, multi-currency transaction reconciliation.

Invoice Line AuditLedger Cross-ReferencingMulti-Currency Reconciliation

GRC Module — Governance, Risk, Compliance

GOVERNANCE
  • RBAC Seats 3/5, Row-Level Security (RLS)
  • Approval Gates — HITL for writes
  • Cloudflare Access + WebAuthn Hardware
  • Full audit trail, 100% query logging
RISK
  • PII Redaction — local regex + LLM, zero external call
  • Dual-LLM Injection Gates — prompt firewall
  • Zero-K AES-256-GCM — rotate every 7d
  • Kill-Switch — instant agent freeze + 0KB egress proof
COMPLIANCE
  • Merkle SHA-256 WORM 90d — tamper-proof logs
  • EU AI Act Art.12 — human oversight logs
  • SOC2, GDPR Export, DPA-ready
  • Zero YouTube Tracking — R2 presigned URLs

Six steps from workflow to production.

Most agent projects die in the gap between demo and deployment. Our process is built around closing that gap — integration, guardrails, and observability are first-sprint concerns, not last-sprint ones.

01WEEK 1

Map the Workflow

We start with the process losing hours, not the model. Which steps are automatable, which need a human, where's the agent's surface area.

+ PII leak map
02WEEKS 2-3

Pick the Framework

LangGraph, CrewAI, AutoGen, n8n, chosen per task not per preference. Model selected on reasoning, latency, cost fit.

Kimi K3 long contextGLM 5.2 classificationLlama 3.3 / DeepSeek-V3
03WEEKS 3-6

Prototype on Real Data

A working agent inside the VPC in 4-6 weeks — touching your real Gmail/Drive/AppFolio data, calling your tools. Validates use case before full build.

Qdrant 14,890 pts
04WEEKS 6-10

Integrate the Stack

Auth, permissions, rate limits, audit trails into CRMs, ERPs, helpdesks, Google Workspace, Microsoft 365, Salesforce, AppFolio. Not adapters — real MCP integration.

prod-iad-01 tunnel onlineHB 12s
05WEEKS 10-12

Guardrails & Observability

Permission boundaries, human approval checkpoints, kill-switches, cost-per-task tracking, hallucination detection, 0 KB egress Grafana proof, Merkle SHA-256 immutable logs. Your security team is in the room.

GRC Module live
06ONGOING

Ship & Tune

Agent goes live. Weekly KPI reviews, prompt tuning, retraining on new data, cost drift monitoring, re-embed Qdrant, restart vLLM. Treated as privileged digital employee.

$4k/mo retainer

Integration Targets — Your Stack, Not Ours

We connect via MCP to what you already pay for. No rip-and-replace.

GGmail
DDrive
DDocs
CCalendar
OOutlook
TTeams
SSharePoint
SSalesforce
HHubSpot
AAppFolio
YYardi
NNotion
SSlack
WWhatsApp
TTelegram
IIntercom
ZZendesk
SStripe

Sovereign LLM Providers — You Pick The Brain

No GPT-5 lock-in. We deploy open-weight sovereign models inside your VPC via vLLM. Same quality, zero data rent. Switch models without rewriting agents. Default vLLM Llama 3.1 70B — swappable to Kimi K3 / GLM 5.2 / DeepSeek-V3.

Kimi K3GLM 5.2Llama 3.1 70BDeepSeek-V3Qwen 2.5 72BMistral Large 2vs GPT-5 API = token tax forever

The FDE Deployment Protocol (4–12 Weeks)

How we go from initial VPC audit to fully handoff-ready, air-gapped sovereign AI. No slides. Real infra.

VERIFIED MILESTONE
PHASE 1 — WEEKS 1-2

Discovery & VPC Architecture Audit

Mapping bottlenecks, defining data isolation, RBAC, and Zero-Trust perimeter. We interview your ops, map 100% of data flows, and deliver VPC blueprint.

Bottleneck MapData Isolation PlanZero-Trust Blueprint
VERIFIED MILESTONE
PHASE 2 — WEEKS 3-6

Core Infra & Model Integration

Deploy vLLM Llama 3.1 70B on your GPU, Qdrant cluster, MCP servers for AppFolio / Salesforce. First agent live in sandbox.

vLLM 70B LiveQdrant Hybrid SearchMCP Writes Working
VERIFIED MILESTONE
PHASE 3 — WEEKS 7-10

OWASP Hardening & PII Scrubbing

Dual-LLM injection gates, local PII scrub, WhatsApp/Telegram connectors, kill-switch, AES-256-GCM rotation. Red-team test.

Injection Gates PassPII 0KB Egress ProofWhatsApp Live
VERIFIED MILESTONE
PHASE 4 — WEEKS 11-12

Human-in-the-Loop & Handover

EU AI Act logs, HITL gates, runbooks, 100% codebase pushed to your private Git. Your team owns everything. We stay on retainer only if you want.

WORM Logs 90dPrivate Git HandoverRunbook + Training

Pricing — One Offer Only. Own, Don't Rent

SOVEREIGN WORKFORCE OS — SINGLE OFFER
$23,000one-time • you own 100% code
+ $4,000/moRetainer • flat, no token tax

Everything in the OS: private RAG, 3 autonomous agents, GRC, MCP connectors, WORM logs. No starter, no enterprise upsell. One build, one retainer.

Book $99 Audit → Get Blueprint

2 slots left • Next audit Mon 10am EST • Full refund if no ship in 8 weeks

RETAINER $4K/MO INCLUDES
  • Server & Cloud Admin — prod-iad-01 VPC tunnel, GPU, Qdrant
  • Bug Fixing & Errors — vLLM + MCP + agents uptime
  • Accuracy & Quality Tuning — Langfuse traces, Grafana
  • Human-in-the-Loop Backup — approval gates, 4h SLA
Includes 3 seats, 5 max, 4h SLA • Private Git

FAQ — No Fluff

ChatGPT leaks data to US servers by design. Every prompt is logged, used for training unless you pay enterprise, and you pay token tax forever ($0.06/1K tokens → $8k/mo). Sovereign VPC means your data never leaves Cloudflare, you own Llama 3.1 70B weights via vLLM, and cost is flat GPU, not tokens. Plus EU AI Act Art.12 requires WORM logs — wrappers can't provide it.

Let's Build Your Sovereign AI Workforce

Direct FDE dispatch. No sales call. 90-min audit, you get VPC blueprint + cost model. If we can't ship in 8 weeks, full refund.

PRICE $$$ — WHAT YOU GET
  • 90-min FDE audit + VPC blueprint
  • Fixed $23k build, no token tax
  • 100% code to your private Git
  • WORM logs, PII scrub proof
Next audit: Mon 10am EST • 2 slots
DIRECT FDE DISPATCH

Let's Build Your Sovereign AI Workforce.

“Ready to stop leaking sensitive data to public LLM APIs? Request a private architecture audit. I'll review your workflow requirements and map an air-gapped, compliant setup for your VPC.”

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