CuMesh AI OSS addresses the global expansion and demands for AI and AI Governance with an AI services Operational Support System

Developed by enterprise CIOs for enterprise CIOs.

In the global Telco world and for large complex organisations the term OSS, BSS (Billing Support Systems)
and SDSS (Service Delivery Support Systems) refer to systems operational management..

These terms are used with large infrastructure systems to indicate key governance domains.

Home / AI Governance

CuMesh AI-OSS - the operating system to manage use of AI and the strategic intelligence of your organisation, for digital visibility and management of:

Security, Data integrity, IP protection, Cost, Regulatory compliance, Digital Assets/Records, Information and intelligence evolution - focus and accuracy, Productivity optimisation , Protecting your customers interests.

AI services governance and regulatory demands

The entry points range from direct governance of the AI technology itself all the way through to national or jurisdictional regulatory compliance.

CuMesh is a new approach to IT systems and their evolution. It is a meshed web engine based on USDOD Department of Defence Mission and Telco multi node systems where CUMesh can act as a free standing internet cell and can work with and without the internet and on a local PC.

This approach to system wide AI governance progression provides a low cost, zero risk, flexible and a fully private discovery phase entry point. It does not disrupt existing operational and revenue earning systems.

The CuMesh functionality

The CuMesh AI OSS identifies three critical AI Governance areas

1. Platform: meshed multi nodal system and identity
2. Missions, AI guardrails and regulations
3. Managing workflows and signed digital assets and records

To address the many dimensions and subject areas associated with the first stage of adopting AI governance machinery, addressing procedural and information-intelligence issues and the regulatory compliance demands, we have created eight functional headings within each of the three critical AI governance areas.

The headings identify the functions on the platform which are demonstrable and can assist with consolidating or expanding the overall operational capabilities of the AI-OSS and its requirements

Critical Functions (1) Platform: Meshed Multi Nodal System & Identity

The CuMesh identity system reflects the structure of the resources and governance domains within and and external to an organisation. It reflects how new age online entities relate, trust, govern and are accountable. We apply contextual Global Ids.

The unique (Mesh) Identity System (the Global Address Book (GADB) and the Node or User/Device level Address Book, the ADBs)
Address Book and its unique Juxtaposition Role Functions
The Meshed - Integrated Multi Application Web Engine
Legacy File Meta Tagging function (Security, Authorship Role )
User/Device Account Environment & Legal Authority
Web Multi Applications Systems
The AI Regulations, Forms and Capabilities
Actions and Mission Guardrails and Regulations

Critical Functions (2) Missions, AI Guardrails and Regulations

The CuMesh system reflects the structure of the regulations environment within which AI governance domains need to be architected, applied and also engage with the external (non-central) organisation(s). It also supports how new age online entities relate, trust, govern, share information and assure trust and are accountable to each other. We apply Contextual Global Ids (to cater for jurisdictional regimes).

Humans In the Loop, Role Based References
AI Entity Governance With Role Assignments ‘Governed By’
High Risk Systems and Regulation Functions (e.g. EU Regulations)
AI Regulations, Forms and Menu Dropdowns, Images
Guardrails. Missions, Situations, Entropy (US DOD)
Global Regulations and Forms E.G. UN SDG
Risk and Operational Resilience E.G. EU DORA Regulations
AI Governance Architecture- A POC Approach

Critical Functions (3) Managing Workflows and Signed Digital Assets/Records

The CuMesh system enables the governance of agentic workflows by interfacing functions within CuMesh with that of the APIs of the Agentic node. Across this interface: Fetch workflows, Send workflows, Fetch execution logs, Unpublish and Publish workflows and Agentic Node Verify commands are used. The CuMesh digital asset (credential) chain system supports a multi node, multi chain environment. The chains can be created and named dynamically for system use or account level use. The CuMesh design has elastic size “blocks” which can hold text, voice, image, video, PDF and PKI information (as a multi part packages). The ‘blocks’ are uniquely triple Public Key Infrastructure (PKI) signed for the purposes of proof of provenance - of Authorship, Ownership or Transfer. We use the CuMesh smart PKI functions to do this.

Controlling Agentic Workflows
Workflow and Execution Logs
Editing Workflows in the OSS environment
Workflow Help Systems and Rules
Information Governance with Triple PKI Signed Digital Assets
Multi Node, Multi Chain, Trusted Digital Assets (Formal Records)
Selectable Digital Asset Chains, Searching and Digital Asset Types
Digital Asset Content & PKI Signed Information Displays

AI-OSS first to provide a system to govern AI features

The CuMesh AI-OSS uniquely addresses the operational and regulatory compliant systems that need to govern AI with these first to market features.

Meshed Multi Nodal Web Applications Engine
Soft Configured Role-Class Mesh Wide Identity Management System
Multi Node, Multi Chain, Elastic Block Size, PKI Enabled Digital Credential and Digital Asset System
Smart Mesh PKI for User Verification and Digital Asset Creation and Management
Integrated Systems Management Operational Support System (OSS)
Integrated Mission Centric AI Services Data Management and Information Governance Functions

CuMesh is a networked web engine. It places the maximum cyber security protection to edge applications in line with the USDOD Zero Trust Architecture (ZTA) initiative.

Tightly integrated functions and development tool sets reduce the attack surfaces of a system significantly.

2FA logon security as a profile selected option
Ability to operate off net – without the Internet
Soft Configured, mesh wide role, title, class, genre identity relationship system **
Digital asset cross node/chain transfer controls
Dynamic session key creation (masquerade prevention)
Supports the USDOD ZTA agenda
Full range of diagnostics, logs, statistics and alarms
HTTPS web protocols and WC3 CSP (Content Security Policies)
Triple level PKI signing of digital assets (legally verified provenance)
Inbuilt mesh, node systems management functions
Integrated smart mesh PKI /X.509 Certificate Authority (CA) functions

Intrusion detection and attack prevention
Proprietary encryption on personal and inter-node data
Scale achieved by meshed multi nodes, cloud operations
Inbuilt content management, email and IoT functions
User key and certificate statistics and management
User level profiles and accessibility options
Rapid end user mobile application development
Web page designs can be restyled and branded
Click through user experience and work flows
CumeshAI-OSS is ready to be demonstrable and can be tested on a desk top PC

** Role based identity - is essential for formalised Governance, Regulation and Digital Asset processes.

The CuMesh AI governance approach begins with a pilot project that uses quarantined information, recognises the AI systems of choice you are using and your selection of the elected governance functions of the platform. With these initial stages we determine how to use the guardrails, prompting, work flow design, AI response intelligence value, AI record functions and the regulatory aspects of formal roles and Human in the Loop requirements. We also can address the oranisations functionality CuMesh has for the relevant AI regulatory environments including EU AI Act, MiCAR, DORA, SFDR, APRA and ISO 42001. CuMesh AI-OSS addresses and solves many of the outstanding issues of ownership, assurance, risk and cost management with an organisation's use of AI.

Begin the transformation journey..