100% Private On-Premise AI

Your own private AI.Inside your building. Fully offline.

We install dedicated AI servers directly inside your corporate network. Your documents, customer records, and financial data stay completely private — with zero foreign cloud rent, zero internet dependency, and zero data leakage.

Mhondoro On-Premise Sovereign AI Architecture
DEPLOYED STACK //
Llama 3.1 70BOPEN LLM
On-Premise Weights
Qdrant Vector DBSTORAGE
Local Encrypted Vault
NVIDIA RTX A6000HARDWARE
Dual 96GB Ada VRAM
Qwen 2.5 72BDOMAIN LLM
SADC Law & Languages
vLLM EngineINFERENCE
High-Concurrency Runtime
Mac StudioEDGE NODE
128GB Unified Memory
ZIMRA Tax ModuleREGULATORY
Finance Act 2025 Audit
Roman-Dutch VaultLEGAL
High Court & Precedent
LangGraph AutonomyORCHESTRATION
Autonomous Agent Graph
Active DirectorySECURITY
Air-Gapped RBAC Sync
HOW IT WORKS // ON-PREMISE INTELLIGENCE

Real enterprise work.Safely automated behind your firewall.

From reading bank statements to auditing complex legal contracts, Mhondoro runs private digital assistants directly on your servers — keeping your proprietary data completely confidential with zero external leaks.

MHONDORO SOVEREIGN CONSOLE
AUTONOMOUS AGENT ORCHESTRATION GRAPH
CLICK ANY NODE TO INSPECT TELEMETRY
01 // INTAKEDocument IntakeAir-Gapped LAN Only02 // MEMORYCompany MemoryEncrypted NVMe VaultAI COORDINATORMhondoro MeshTask SupervisorLegal SpecialistRoman-Dutch / SADCZIMRA Tax AuditZero Foreign Tax · LocalBilingual VoiceChiShona / isiNdebele
03 // AI COORDINATOR

AI Workflow Coordinator

Manages multi-step workflows, assigns tasks to specialized digital workers, and enforces human approval checks before any high-stakes financial or legal decision is finalized.

SPEC: State persisted to local disk · 64 concurrent streams · vLLM Engine
Internal Routing Speed

12ms

Hardware: Dual NVIDIA RTX A6000 Ada (96GB VRAM Unified)

›

AI Coordinator: Dispatched [ZIMRA_TAX_AUDIT] locally on private GPUs. Zero external data transferred.

LOCAL THROUGHPUT84.6 tokens/sec
AIR-GAP INTEGRITY100% (0 KB WAN)
FOREIGN CLOUD RENT$0.00 / month
REGIONAL STATUTESPOPIA & Zim Data Act
01 // AUTOMATIC TRIGGERS

Starts on Any Business Event

Triggers instantly when a new invoice is uploaded, a customer email arrives, or a core banking transaction fires — running fully offline with zero cloud latency.

02 // INSTITUTIONAL MEMORY

Remembers Your Entire Organization

Your AI securely indexes decades of internal policies, past contracts, and confidential records in milliseconds, building knowledge that stays inside your company forever.

03 // COMPLETE CONTROL

You Decide Every High-Stakes Action

Because the servers have no connection to foreign clouds, your data cannot leak. High-value actions like payments or contract sign-offs always require your team's approval.

CORE DELIVERABLES // WHAT YOU RECEIVE

Everything you need to own your AI.Three complete, tangible deliverables.

No complex cloud migrations. No runaway monthly bills. We deliver private AI servers directly to your building, tune them to your internal records and regional laws, and set up digital workers to automate your daily operations.

[PILLAR 01 // DEDICATED HARDWARE]
● 100% PRIVATE
Dedicated AI servers installed directly in your server room

Private Hardware in Your Building

We physically deliver, rack, and connect high-speed GPU servers directly inside your corporate data center or private server room. Your team gets fast, private intelligence that keeps running at full speed even during citywide fiber and internet blackouts.

INSTALLATIONOn-Premise 4U Rack
COMPUTEDual RTX A6000 Ada (96GB)
STORAGE8TB Encrypted Fast NVMe
SECURITYZero External Internet Routing
KEY OPERATIONAL DELIVERABLES:
Turnkey hardware delivery, racking, power, and private network setup
Physically disconnected from foreign clouds — impossible to leak data
Connects securely to your company Active Directory and staff permissions
Instant local response times with zero monthly API token bills
DEPLOYMENT TIMELINE: < 14 DAYSSOVEREIGN GUARANTEE
100% AIR-GAPPED PERIMETER
WAN EGRESS: 0.00 KB/s
PHYSICAL INGESTION PIPELINE10GbE SFP+ DIRECT
INTRANET

Corp LAN

10Gbps Wire

DUAL ADA

RTX A6000

96GB ECC

AES-256

Qdrant Vault

8TB NVMe

Encrypted Local Pipeline Active
Air-Gap Isolated

Throughput

148 tok/s

vLLM Engine

Latency

11.8 ms

PCIe Gen 4 direct

WAN Leakage

0.00 KB

Zero Egress

Enterprise Infrastructure Savings
84% SAVED

AWS / Azure Cloud GPU

$18,500/mo

+ USD Forex & egress fees

Mhondoro On-Premise

$2,900/mo

Amortized hardware SLA

Annual Net Capital Savings$187,200 / year
[PILLAR 02 // TAILORED INTELLIGENCE]
● AFRICAN CONTEXT
Speaks local languages. Understands ZIMRA taxes & SADC law.

Trained on Your Reality & Regional Law

Foreign AI models are trained on US common law and hallucinate on African business. We train your private model on your own company archives, historic contracts, ZIMRA tax rules, and Roman-Dutch court rulings — completely fluent in English, Shona, and Ndebele.

BASE INTELLIGENCE70B Parameter Open Weights
CASE PRECEDENTS40+ Years SADC & High Court
TAX FRAMEWORKZIMRA Finance Act 2025
ASSET OWNERSHIP100% Perpetual Client Ownership
KEY OPERATIONAL DELIVERABLES:
Custom-trained on your private archives, policies, and contracts
Deep understanding of Zimbabwean tax statutes and SADC court rulings
Native bilingual comprehension in ChiShona, isiNdebele, and English
You own the trained model weights permanently as a balance sheet asset
DEPLOYMENT TIMELINE: < 14 DAYSSOVEREIGN GUARANTEE
70B SOVEREIGN DOMAIN WEIGHTS
ZERO EXTERNAL API LEAK
TRAINING & WEIGHT ADAPTATIONCONTINUOUS LoRA
99.4%

Roman-Dutch

40+ Yrs Cases

100%

ZIMRA Tax

Finance Act '25

98.9%

Shona/Ndebele

Native Syntax

Adapters Loaded in VRAM · 128k Context
Zero Hallucination
Jurisprudence Precedent Accuracy99.4%
ZIMRA Statutory Rule Alignment100.0%
15.5% ZIMRA Foreign SaaS Tax Exemption
TAX ELIMINATED

Foreign Cloud AI (OpenAI)

+15.5% Tax

Section 14 Withholding Surcharge

Mhondoro Domestic SLA

0.0% Tax Surcharge

Domestic Invoiced & Compliant

Total Tax & Token Savings+$144,000 / year
[PILLAR 03 // AUTONOMOUS WORKERS]
● 24/7 ACTIVE
Automate repetitive audits, customer queries, and contract reviews

Digital Workers That Do Real Work

Deploy autonomous digital assistants that read financial statements, cross-reference invoices against purchase orders, and audit complex contracts in seconds. Free your staff from repetitive paperwork so they can focus on high-value executive decisions.

WORKFLOW ENGINEMulti-Step Autonomous Mesh
INTEGRATIONSSage, SAP, Core Banking & ERPs
EFFICIENCY GAIN1,450+ Hours Saved / Month
EXECUTION100% Private Behind Firewall
KEY OPERATIONAL DELIVERABLES:
Automated invoice reconciliation, VAT verification, and tax audits
Instant contract risk analysis and regulatory compliance checks
24/7 bilingual customer care assistants for WhatsApp and telephone
Human-in-the-loop sign-off on sensitive payments and legal approvals
DEPLOYMENT TIMELINE: < 14 DAYSSOVEREIGN GUARANTEE
LANGGRAPH MULTI-AGENT MESH
4 AGENTS ACTIVE
AUTONOMOUS ORCHESTRATION CYCLESTATEFUL NVMe
01

Sage ERP Event

Supplier invoice batch received via 10GbE intranet

TRIGGER
02

Fiscal Audit Agent

Cross-verifies VAT & 15.5% withholding with ZIMRA rules

VERIFIED
03

Covenant Verifier

Cross-checks credit debt coverage & signatory thresholds

COMPLIANT
04

Autonomous Ledger

Commits reconciled audit log directly into core ledger

POSTED

Processing Time

1.2s

vs 4.5 days manual

Error Rate

0.00%

Zero covenant breach

Perimeter

RBAC

Air-gapped mesh

Operational Labor & Audit Savings
92% TIME SAVED

Manual Review Time

1,580 hrs

Per month internal labor

Mhondoro Autonomous

130 hrs

1,450 hrs/mo freed

Annual Operational Efficiency Dividend+$340,800 / year
STRATEGIC ADVANTAGE

Why leading African enterprisesrefuse to rent foreign cloud AI.

[ 01 // ABSOLUTE PRIVACY ]AIR-GAP VERIFIED

Your Boardroom Secrets Stay in Your Building

Foreign cloud providers process your proprietary contracts, financial models, and customer records on offshore servers where terms can change overnight. With Mhondoro, your AI runs entirely on internal hardware inside your building — physically disconnected from the public internet. Zero data leakage. Guaranteed.

100%AIR-GAP INTEGRITY
WAN SEVERED0.00 KB EGRESS10GbE SFP+ INTRANET
[ 02 // FINANCIAL CONTROL ]CALCULATE YOUR SAVINGS

Stop Paying Monthly US Dollar Cloud Subscriptions

End the endless drain of scarce foreign currency on recurring per-seat and per-token cloud bills. Buy your hardware once, run unlimited queries forever, and keep your foreign exchange in your business.

Estimated Monthly Cloud Spend:$4,500 / mo
36-MONTH SAVINGS:$121,500
PAYBACK PERIOD:~5.2 Months
[ 03 // TAX SAVINGS ]ZIMRA COMPLIANT

Eliminate the 15.5% Foreign Digital Tax

Regional tax statutes impose a mandatory 15.5% withholding tax on foreign cloud subscriptions. Because Mhondoro is local, physical on-premise infrastructure, it qualifies as domestic capital investment — legally freeing you from recurring offshore taxes.

Offshore Cloud SaaS Tax:15.5% Mandatory Surcharge
Mhondoro On-Premise Asset:0.0% Digital Tax (CapEx)
Statutory Provision:Finance Act 2025 §14 Compliance
[ 04 // LOCAL EXPERTISE ]AFRICAN CONTEXT

Trained for African Business, Taxes, and Law

Foreign AI models default to US regulations and misunderstand Southern African legal and tax requirements. Mhondoro models are fine-tuned on Roman-Dutch precedent, ZIMRA tax acts, and local languages like ChiShona and isiNdebele.

Tax & FinanceFinance Act 2025

Trained on the Income Tax Act, VAT rules, and cross-border supplier withholding requirements.

Deployment Impact: Audits supplier invoices, verifies withholding tax deductions, and flags compliance risks automatically.

TURNKEY HARDWARE PACKAGES

Ready-to-Deploy AI Appliances.Delivered, installed, and owned forever.

Every package is a dedicated, physical machine set up directly inside your offices. We source the hardware, configure the private models, and train your team. You own the equipment outright — with zero monthly licensing fees.

[ APPLIANCE 01 // DESKTOP ]EXECUTIVE SUITE
WHISPER QUIET · DESKTOP PLUG-AND-PLAY

The Agency Node

A whisper-quiet desktop appliance for boardrooms, law partners, and executive suites. Summarize confidential board packs, analyze private financial reports, and draft agreements right at your desk.

$10,500USD One-Time
COMPUTE:Apple M3 Ultra (24-Core)
MEMORY:128GB Unified RAM
MODELS:Up to 32B Parameters
STORAGE:4TB Gen4 NVMe
FORM FACTOR:Ultra-Quiet Desktop Node
[ FLAGSHIP // DATA CENTER ]MOST POPULAR
RACK SERVER · HIGH CONCURRENCY · DUAL DEDICATED GPUS

The Enterprise Vault

Our flagship private AI server for commercial banks, law firms, and large enterprises. Serves hundreds of employees at once with frontier-grade 70-billion parameter intelligence — completely behind your firewall.

$25,000USD One-Time
COMPUTE:Dual RTX A6000 Ada (96GB VRAM)
CPU & RAM:Dual Xeon Scalable · 256GB ECC
MODELS:Llama 3.1 70B Full Precision
STORAGE:8TB Enterprise NVMe RAID-10
THROUGHPUT:85+ tokens/sec Concurrent
[ APPLIANCE 03 // TELECOM ]CUSTOMER SERVICE & PBX
TELECOM INTEGRATED · LOCAL PHONE & WHATSAPP

The Omni-Connect Hub

A dedicated private server for customer service and inbound communication. Connects directly to your internal phone system to provide 24/7 bilingual voice and text support in Shona, Ndebele, and English.

$15,000USD One-Time
COMPUTE:Single RTX 6000 Ada (48GB VRAM)
TELECOM:Local SIP / PBX Gateway
VOICE:ChiShona & isiNdebele ASR/TTS
STORAGE:4TB NVMe RAID-1
CONCURRENCY:32 Simultaneous Voice Streams
LIVE VERIFICATION // SEE IT IN ACTION

The 15-MinuteBoardroom Unplug Demo.

Don't take our word for it. We bring a live AI server to your boardroom, load 50 of your confidential internal documents, physically pull the internet cable out of the wall, and let your team test any question.

mhondoro-boardroom-sandbox@harare-node-01
SELECT AN EXECUTIVE TEST QUESTION:CLICK TO RUN TEST
MODEL: LLAMA-3.1-70B (RUNNING LOCALLY ON-PREMISE)AIR-GAP: 100% PRIVATE (0.00 KB SENT OUTSIDE)
STAGE 01
Internal Search1.2M chunks matched
STAGE 02
Decrypt & ExtractAES-256 Decrypted
STAGE 03
70B AI ReasoningAnswer complete
Contract_2024_Consulting_Agreements.pdf[Page 14, §8.2]
LOCAL NVMe VAULT
§8.298.4%
Cross-Border Fees
§14.195.2%
Finance Act 2025 §14
§4.689.7%
Late Settlement Penalty
LOCAL AI VERIFIED ANSWER:● 100% OFFLINE INFERENCE VERIFIED

Clause 8.2 in Contract #ZW-2024-09 fails statutory compliance: Consulting fees paid to non-resident suppliers are currently routed without deducting the mandatory 15.5% withholding tax. Immediate adjustment is required to protect your business from ZIMRA late-filing interest penalties.

VERIFIED SOURCE: Contract_2024_Consulting_Agreements.pdf (Page 14, Section 8.2)
1.18s · 0 external bytes · $0.00 token cost
CLEAR ANSWERS FOR LEADERSHIP

Frequently Asked Questions.Direct answers for Chief Executives, Financial Directors, and Legal Counsel.

Never. Our AI servers run entirely inside your private local network. Not a single word, document, or prompt is transmitted over the internet, no usage analytics are collected, and no external APIs are ever contacted.
DEPLOYMENT TIMELINE // 14 DAYS TO OWNERSHIP

Stop renting foreign AI.Own your sovereign intelligence asset.

We deploy on-premise hardware across Harare, Bulawayo, Lusaka, Gaborone, and Johannesburg. Book a private executive session and witness the 15-minute boardroom unplug demonstration.

Zimbabwe Data Protection Act [11:22]· Physical Air-Gap Guarantee· Turnkey Hardware Sourcing