Dhakma Core · On-Premise Private AI

On-premise intelligence.
Engineered for consequence.

Intelligence that never leaves the room.

$0Cloud Exposure
Air-GapInternet Disconnect
Local RAGDocument Search
On-premise AI — zero cloud exposure Physical air-gap switch — hardware internet disconnect Proprietary local RAG engine — private document search Finance · Defense · Energy · Aerospace Edge fleet orchestration — central management for all devices On-premise AI — zero cloud exposure Physical air-gap switch — hardware internet disconnect Proprietary local RAG engine — private document search Finance · Defense · Energy · Aerospace Edge fleet orchestration — central management for all devices

The Hardware

Built to specification. Engineered to last.

Every Dhakma Core is a bespoke build. Dual or quad RTX-class GPUs (high-performance AI processors). A physical air-gap switch (hardware internet disconnect). Custom chassis. No two deployments are identical because no two organizations have identical requirements.

Dhakma Core — side view showing glass panel, dual RTX GPUs, and custom cooling
Dhakma Core — private AI server in operational environment Dhakma Core — dual GeForce RTX GPU compute array

Technical Specifications

ComputeDual / Quad RTX-class GPU
AI StackLocal RAG Engine — Private Document Search
InterfacePrivate Control Panel — Secure Web Interface
Air-GapPhysical Switch — Internet Disconnect
Cloud ReportingNone. By design.
Data ResidencyClient Premises — Exclusively
Device ManagementCore → Edge — Central Control
Scalability1 to 10+ units per fleet
DeploymentRemote standard · On-site available
Private MaintenanceYear 1 included
Dhakma Core — CPU cooler with Dhakma branding

The Software Stack

Hardware secures it. Software makes it work.

Every Dhakma Core ships with a proprietary software suite. Local RAG — private document search — with cited sources. A private web interface your team logs into from day one. Central management for your Edge devices. All running locally. All under your control.

Dhakma Private Query Interface — Local RAG with cited document sources

Private Query Interface

Ask anything. Every answer cites the source.

Your entire library of documents, searchable in plain English. Every response includes cited sources with page numbers and confidence scores. Attorney-client privilege preserved at every search. No cloud vendor sees your questions or your documents.

Dhakma Document Intelligence Dashboard — corpus analytics, audit log, system health

Document Intelligence Dashboard

14,847 documents indexed. Zero leave the building.

Full operational visibility. Real-time analytics on your document library, recent query history, security audit log, and system health monitoring. Every action logged. Every access traceable. SOVEREIGN MODE engaged.

Dhakma Fleet Command — Edge node orchestration and status monitoring

Fleet Command

Every device. Every AI model. One private console.

Manage your entire Edge fleet from Core. Send AI updates, check device status, gather performance data. The closed loop visualized. The cloud absent.

Purpose-built for

Six verticals. One standard.

Zero cloud exposure. Every vertical, every deployment.

Enterprise & Institutional

Finance & Family Offices

Private AI search across M&A data, legal discovery, and confidential financial records. Client confidentiality at the hardware level. For UHNW family offices, the same platform secures data and physical assets via Edge.

Aerospace & Defense

Air-gapped inference — completely offline AI analysis — for mission-critical intelligence. Core also manages and retrains your Dhakma Edge fleet in the field. A complete private pipeline under one roof.

Energy & Infrastructure

AI that processes facility and operational data without exposing it to external networks. OT security without the cloud attack surface.

Professional Services

Legal & Law Firms

Attorney-client privilege doesn't end at your firewall. Dhakma Core processes case files, depositions, medical records, and demand letters on your hardware. One breach is a bar complaint. Zero cloud exposure is the only acceptable standard.

Medical Practices

HIPAA compliance is not a checkbox. Patient records, imaging reports, and clinical notes processed entirely on-premise. No cloud vendor's terms of service governs your patient data. One HIPAA violation starts at $10,000.

CPA & Accounting Firms

Your clients' tax returns, financial statements, and audit files are the most sensitive data they own. Dhakma Core searches and analyzes your entire library of documents. Your records never appear in a cloud vendor's training data.

The Investment

Starting at $35,000. Nothing hidden.

Hardware, software platform, on-site deployment, staff training, and Year 1 private maintenance. Everything below is included. See full pricing details →

  • Dhakma Software Platform — RAG Engine, Control Panel, DashboardIncluded
  • Bespoke Hardware BuildIncluded
  • Remote Deployment & SetupIncluded
  • Staff TrainingIncluded
  • Private Maintenance — Year 1Included
  • On-Site DeploymentAvailable · Lower 48
  • Edge Device IntegrationAvailable · Core + Edge
  • Enterprise Deployment (5–10 Units)Volume pricing

A 20% production allocation deposit secures your build slot and initiates hardware procurement. Balance due prior to deployment.

Private Maintenance

Your competitors evolve.
Your models must too.

Private Maintenance is not IT support. It is ongoing algorithmic superiority with premium onsite service — a named engineer deploys to your location, trains your team, and ensures your AI stays ahead. No ticketing systems. No offshore handoffs.

Premium onsite support — a Dhakma engineer deploys to your location
On-Site
Installation & Training
Lower 48
Nationwide Coverage
Direct
Named Engineer · No Tickets
Y1
Included with Every Build

Your first year is built into every Dhakma engagement. Direct access to your named deployment engineer. AI updates, document library management, and firmware patches via secure channel. No ticketing systems.

Named engineer · Direct channel
Y2+
Algorithmic Superiority Renewal

Year two onwards, Private Maintenance renews as a dedicated service. Continuous AI refinement based on your private performance data. Your Edge devices collect operational data that makes your models sharper. We make that happen locally.

Annual renewal · Scoped engagement
The Compounding Advantage

Every performance cycle makes your models more accurate for your specific operational environment. A Dhakma deployment improves continuously without your data ever leaving your perimeter.

Sovereign · Continuous · Compounding

"Your competitors are not standing still. If your AI models remain static, your advantage erodes. Private Maintenance is not a cost centre — it is how you maintain the edge you paid to build."

— Dhakma Infrastructure Philosophy

Questions

Frequently
asked.

Can Dhakma integrate with existing systems like ERP, CRM, or SharePoint? +
Yes. Dhakma Core connects to your internal systems through standard protocols and APIs on your local network. SharePoint, internal databases, ERP platforms, document management systems. The Local RAG engine indexes content from these sources without any data leaving your perimeter. Integration is scoped during your consultation and configured during deployment by your named engineer.
How are updates and patches delivered if the system is fully offline? +
Updates are delivered through a secure, authenticated channel during scheduled maintenance windows. Your deployment engineer coordinates each update directly. For fully air-gapped installations, updates are delivered via encrypted physical media with integrity verification. No update requires or establishes an internet connection. Your named engineer handles every update personally.
Do you provide compliance certifications like HIPAA, GDPR, or SOC 2? +
Dhakma Core is architected to satisfy the technical requirements of HIPAA, GDPR, CMMC, and SOC 2. Data never leaves your physical premises. There is no cloud processing, no third-party data sharing, no external attack surface. We provide deployment documentation, architecture diagrams, and access control configurations that your compliance team or auditors can review directly. The air gap is the strongest compliance control that exists.
Is there any mechanism to mitigate insider threats or local access breaches? +
Dhakma Core enforces role-based access controls, full audit logging of every query and action, and hardware-level encryption at rest. The sovereign web UI supports multi-factor authentication and session management configured to your security policy. Every interaction with the system is logged locally. Your security team retains full visibility. The physical air-gap switch adds a layer that no software-only product can match.
What is the typical timeline from consultation to live deployment? +
Most deployments are operational within 6 to 10 weeks. The first week is a confidential consultation to scope your requirements, data sources, and security posture. Hardware procurement and configuration takes 3 to 6 weeks depending on GPU availability. On-site installation, integration, and team training is completed in 1 to 2 weeks by your named deployment engineer. You have a working system before the first renewal conversation.

Get in Touch

It starts with
a conversation.

Dhakma Core is not configured from a product page. It is scoped, engineered, and deployed to the specific operational requirements of your organization.

Complete the form and a Dhakma engineer will contact you within one business day to schedule a confidential consultation. All inquiries are treated with discretion.

A 20% production allocation deposit secures your build slot once your configuration is confirmed. The initial consultation is complimentary and without obligation.

On-Site Deployment Available

A Dhakma engineer comes to you. On-site deployment, installation, and training across the contiguous United States. No offshore handoffs. No remote-only setup.

Get in Touch

Handled directly by a Dhakma engineer · Not a sales team

Production Allocation Deposit

To initiate a build, Dhakma requires a 20% production allocation deposit — confirmed upon completion of your initial consultation and scoped to your configuration. This form does not commit you. The consultation is complimentary.

Responses within 1 business day · Direct engineer contact · All inquiries strictly confidential
dhakma.ai · Tharindu 'Mackie' Mathew, PhD · Ex-Microsoft Azure