Why Hasn't Generative AI Truly Transformed Our Enterprises Yet?
The Problem
Enterprises around the world are working to harness the capabilities of large language models while remaining aligned with regulatory, legal, and organisational requirements.
While businesses recognise the potential efficiency of generative AI, many continue to face significant challenges when implementing these technologies across the entire enterprise.
At its most fundamental level, software provides an interface between people and computational systems. However, there has always been friction in translating human intent, creativity, and decision-making into instructions that technology can understand and act upon.
Many existing generative AI solutions take a one-size-fits-all approach. They may lack the depth and flexibility required to address the specific needs of an organisation, role, or industry.
These solutions can also operate in isolation, often limited to a single application or provider. As a result, they may not connect with an organisation's complete enterprise data or integrate across the full productivity stack that teams rely on every day.
This creates a significant barrier to integrating generative AI into everyday workflows. In addition, enterprise environments require robust access controls and governance to help protect the security and integrity of business data.
Introducing Zebra AI
Turium Zebra is designed to provide a more personalised approach to enterprise AI.
The vision behind Zebra is to harness the power of organisational data to better understand unique challenges and support the people using it. By connecting information, systems, and workflows, Zebra is designed to deliver AI capabilities tailored to specific organisational needs.
The platform combines large language models with Turium's software-defined integration capabilities and industry-focused domain models. This creates a new way for people to interact with the applications and productivity tools they use every day.
The goal is to help users interact more effectively with their technology ecosystem through natural language and connected AI experiences.
Turium Zebra is designed to bring enterprise AI capabilities to organisations across commercial sectors, including:
- Aviation
- Manufacturing
- Energy
- Banking
- Mining
- Pharmaceuticals
- Automotive
The platform is also designed to support government organisations, including defence and intelligence agencies.
Zebra combines machine learning technologies with the natural language capabilities of modern large language models. It can operate as a standalone application or alongside Turium platforms such as ALGOREUS and Enigma.
This approach is designed to help organisations work with privately held and industry-specific data while supporting the requirements of complex enterprise environments.
Building AI Around Security and Governance
The development of AI has also raised important questions about how intelligent systems should operate within the organisations and societies that use them.
From the beginning, Turium's approach has focused on the importance of granular access controls.
These controls help determine:
- Who can access specific data
- What information users can access
- Under what conditions information can be accessed
- How systems interact with data across an organisational network
For enterprise AI to be effective, it must also be trusted. Security, governance, and controlled access are essential considerations when applying AI to sensitive organisational information.
Zebra AI Enterprise Features
Turium Zebra is designed with enterprise capabilities that support security, performance, and customisation.
Enterprise-Grade Security and Privacy
Your data remains your own.
Zebra is designed to support secure enterprise AI environments without training on proprietary business data. Interactions can be protected through encryption and role-based access controls.
The platform supports deployment within a customer's VPC or through Turium-hosted environments, depending on organisational requirements.
Security capabilities include support for:
- SOC 2
- DISP
- IRAP-Protected environments
- Role-based access controls
- Protection for proprietary data and personally identifiable information
- Secure model interaction history
- Sensitive content detection
- Enterprise-specific red teaming and security policies
High-Performance AI
Zebra is designed to help technical and functional teams work with information more efficiently.
The platform supports a range of activities, including:
- Creating content
- Writing code
- Summarising information
- Analysing data
- Collaborating
- Querying information
- Automating workflows
By connecting AI capabilities with enterprise information and systems, Zebra aims to help teams access and act on relevant information more effectively.
Enterprise Customisation
Every organisation has a different technology ecosystem.
Zebra is designed to connect with an organisation's broader productivity stack rather than being limited to a single application or cloud environment.
The platform can integrate with enterprise systems and applications, including:
- SAP
- Salesforce
- TechnologyOne
- Microsoft 365
- GitHub
- Slack
- ServiceNow
Pre-built enterprise connectors are designed to make it easier to connect systems and create more integrated AI experiences.
What Comes Next
Turium Zebra is designed to help organisations and government agencies harness the capabilities of modern large language models while working with privately held and structured datasets.
The growing demand for enterprise AI reflects the need for intelligent software that can operate across complex organisational environments.
Turium is working towards making Zebra available to a broader range of organisations and accelerating the development of the platform.
Zebra represents an approach to AI that goes beyond general-purpose interactions—bringing together personalisation, enterprise data, security, governance, and connected systems.
The goal is to create AI that better understands the context in which people work and helps them interact more effectively with the information and technology around them.
Unveiling the World's First Human AI Twin
Zebra represents Turium's vision for a more personalised and connected approach to enterprise AI.
By combining large language models, machine learning, enterprise integrations, and security controls, Zebra is designed to help organisations unlock more value from their data and technology.
As enterprise AI continues to evolve, the focus will increasingly shift from simply generating content to creating intelligent systems that understand context, connect information, and support meaningful action.
Welcome to Zebra—the world's first Human AI Twin.
Sincerely,
Dan Saldi
Founder & Artificial General Intelligence (AGI) Developer
Turium AI
