Twizu: The AI Operational Intelligence Company
As your AI implementation and governance partner, we bring the predictability, ROI, efficiency, risk mitigation, and operational confidence you need to successfully deploy practical AI systems inside your business.
Twizu: The AI Operational Intelligence Company
We help organisations turn AI from scattered experiments into controlled, measurable business capability — with the systems, governance and operational intelligence needed to make it work in the real world.
Twizu: The AI Operational Intelligence Company
We help organisations turn AI from scattered experiments into controlled, measurable business capability — with the systems, governance and operational intelligence needed to make it work in the real world.
Twizu: The AI Operational Intelligence Company
We help organisations turn AI from scattered experiments into controlled, measurable business capability — with the systems, governance and operational intelligence needed to make it work in the real world.
Right now, organisations are being bombarded with AI hype.
AI hype is everywhere. Operational delivery is rarer.
The risk to business isn’t just doing nothing. It’s doing AI badly.
Wait too long and competitors start to automate faster and more efficiently. Move fast without the right controls, and you can create a different set of problems: shadow AI, data leakage, spiralling costs, duplicated tools, unreliable output, and poor governance.
AI is already changing how businesses operate, whether leadership has a strategy for it or not. Successful AI implementation isn't about building flashy Vibe apps, or typing clever prompts. It's about data security, process infrastructure, cost control and measurable operational improvement, for it to be genuinely useful inside a real business.
Turning AI opportunity into capability
Assess
Understand the current operation, systems, AI activity, opportunities and constraints.
Prioritise
Identify the opportunities most likely to create useful operational or commercial value.
Implement
Design and build the workflows, integrations, applications or controls required.
Improve
Measure what happens, refine the operation and extend what proves valuable.
Twizu helps organisations transition from from AI ambition, to working capability.
AI Operational Intelligence — A new business category & challenge
We build & deploy the systems behind AI operational intelligence.
Twizu provide both AI introductory workshops, and AI readiness assessments, designed to assess organisational operational opportunities for AI workflow automation. Because we are software engineers first, we don't stop at Zoom workshops, and simply handing you a report.
We go further, and turn operational intelligence into working capability and value, by building enterprise-grade software to solve real-world problems. Systems with the knowledge, visibility, control and operating discipline needed to adopt AI safely, effectively, and improve performance.
Twizu delivers the predictability, ROI, efficiency, risk mitigation, and operational confidence you need to successfully deploy practical AI systems inside your business — whether leveraging public models safely, private infrastructure, or integrating custom middleware to meet your needs.
What's your AI Operational Intelligence
score?
Take our quick 2-minute assessment to find out exactly how prepared your organisation is to adopt AI systems today.
We don't just consult on Ai. We build it too.
Systems architecture & AI engineering for the enterprise.
Twizu engineered the infrastructure that our ModelSpend product runs on.
One of the greatest challenges organisations face when implementing AI at scale, is unmanaged API costs. Twizu built ModelSpend to solve this.
ModelSpend provides the execution-control layer for AI software developers and service providers across the entire AI estate, without requiring a heavy enterprise platform. It provides AI operational visibility, monitoring and control over AI costs and policies, and the ability to forecast likely costs ahead of time if current patterns continue, so managers can act before overspend occurs.
ModelSpend is practical example of how we approach AI software development.
While not every business needs ModelSpend, all clients benefit from working with people who understand how to translate strategy into robust systems, secure workflows and measurable operational improvement.
Twizu brings 1LG Digital’s 25+ years of digital delivery into the AI era.
The Twizu / 1LG Digital connection
Why choose Twizu?
The team behind Twizu combine decades of enterprise systems experience, software engineering and practical digital delivery to turn AI opportunities into efficient working systems; from initial assessment and architecture, to practical systems integration and deployment, taking your AI vision from concept, to launch, and beyond.
We've guided hundreds of organisations through the major technology shifts of the last thirty+ years, from early corporate hardware infrastructure deployment, to process transformation and Oracle enterprise ERP solutions before the Millennium, to digital platforms and modern software development.
Twizu is the AI Operational Intelligence arm of 1LG Digital, established in 2000.
As a leader in bespoke website development and custom software applications since Y2K, our experienced team can build your whole online presence and AI-powered workflow automation vision, from concept to live launch, for optimal ROI.
Twizu: your trusted AI implementation & governance partner.
Bespoke AI Strategy & Implementation Services
Twizu can advise on AI,design, and build it too.
Twizu brings the predictability, ROI, efficiency, risk mitigation, and operational confidence you need to successfully deploy practical AI systems inside your business, whether that means leveraging public models safely, deploying private infrastructure, or integrating custom middleware to meet unique needs.
The objective is to identify the high-friction, high-cost bottlenecks where AI can reliably improve operational efficiency and deliver a positive ROI, then build and implement the systems, controls and workflows needed to create measurable business value from AI, with essential governance and guardrails
AI Discovery Workshops
Online or in-person practical AI business workshop sessions for leadership teams, that cut through the hype, expose the risks of "Shadow AI" in workflows, and help you identify true operational autonomous AI opportunities.
AI Operations Assessment
We evaluate of your AI operational readiness; your processes, bottlenecks, data structures, security and automation opportunities. We deliver a de-risked AI roadmap and a scoped architecture plan for immediate automation ROI.
AI Systems Automation
We build & deploy the custom agents, applications, workflows, automations, middleware, and integrations identified in the Operational Assessment. We start with a pilot, then rollout your project to full system integration and deployment.
AI Operational Platform
Custom business brain development, ModelSpend installation and set-up, systems integrations, monitoring, support, governance and continuous improvement for business, developers, IT departments and C-suite.
AI Discovery Workshops
Online or in-person practical AI business workshop sessions for leadership teams, that cut through the hype, expose the risks of "Shadow AI" in workflows, and help you identify true operational autonomous AI opportunities.
AI Operations Assessment
We evaluate of your AI operational readiness; your processes, bottlenecks, data structures, security and automation opportunities. We deliver a de-risked AI roadmap and a scoped architecture plan for immediate automation ROI.
AI Systems Automation
We build & deploy the custom agents, applications, workflows, automations, middleware, and integrations identified in the Operational Assessment. We start with a pilot, then rollout your project to full system integration and deployment.
AI Operational Platform
Custom business brain development, ModelSpend installation and set-up, systems integrations, monitoring, support, governance and continuous improvement for business, developers, IT departments and C-suite.
Frequently asked questions
We know AI could help our business, but we don't know where to start. What should we do first?
That depends how far you have already progressed. If you are still exploring what AI could realistically do for your organisation, an AI Discovery Workshop is a practical starting point. If you are already using AI, experimenting across departments or need a clearer implementation plan, an AI Operational Intelligence Assessment will examine opportunities, risks, systems, governance and priorities in more depth.
Do you only advise on AI, or can you actually build the systems too?
We do both. Twizu can help identify and prioritise the right opportunities, then design, build and integrate the workflows, AI assistants, knowledge systems and operational controls needed to put them into practice. ModelSpend is one example of technology developed by our own team, rather than Twizu being purely an advisory consultancy.
Will we have to replace the software and systems we already use?
Usually not. Wherever practical, we work with the systems you already have — including CRM, business software, databases and existing workflows — and add AI or automation where it creates genuine value. The objective is not to introduce technology for its own sake, but to improve how the business operates.
What about security, confidential data and employees already using AI themselves?
These are exactly the issues that should be considered before AI use spreads unchecked. We look at areas such as shadow AI, data handling, permissions, governance, cost control and appropriate human oversight, so that useful AI adoption does not create unnecessary operational or security risk.
Can Twizu continue managing and improving the system after it has been implemented?
Yes. Where appropriate, we can provide ongoing Managed AI Operations, including maintenance, monitoring, knowledge updates, workflow improvements, governance and optimisation. This is particularly useful for organisations that want the benefits of AI without having to build an internal AI operations team.
Do we also need ModelSpend in order to work with Twizu?
No. ModelSpend is a Twizu product designed for organisations that need greater visibility and control over AI usage, routing, spend and governance. It may form part of a solution where appropriate, but Twizu's consultancy and implementation services are not dependent on using ModelSpend.
What's YOUR AI readiness score?
Doing nothing has a cost.
Doing AI badly is a risk.
Doing it properly creates Operational Advantage.
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Basic
$29
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Standard
$59
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Premium
$199
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45-minute interactive sessions for leadership teams and business communities. We cut through the hype, expose the risks of "Shadow AI" in your workflows, and identify true operational autonomous AI opportunities.
A fixed-fee, deep-dive evaluation of your operational bottlenecks, data structures, and security perimeter. We deliver a risk-mitigation AI roadmap and a scoped architecture plan for immediate automation ROI.
We actually build and deploy the custom applications, automation workflows, or middleware pipelines identified in your TWIZU AI Blueprint. We take your project from a prototype pilot to full system integration and deployment.
Twizu: The AI Operational Intelligence Company
We help organisations assess, design and deploy practical AI systems — with the visibility, control and operating discipline needed to turn AI into secure, efficient business capability.
Twizu: The AI Operational Intelligence Company
We help organisations assess, design and deploy practical AI systems — with the visibility, control and operating discipline needed to turn AI into secure, efficient business capability.
ModelSpend — AI operational visibility, control and system security — engineered by Twizu
We don’t just consult on AI. We engineer the infrastructure that runs it.
We turn operational intelligence into working capability and value through strategic assessment and implementation services.
Twizu helps organisations assess readiness, identify high-value opportunities, and implement the systems, controls and workflows needed to create measurable business value from AI. Our own ModelSpend SAAS product provides a practical example of this approach — giving developers visibility, control and cost discipline across AI usage without forcing them into a heavy enterprise platform.
Twizu assesses the organisation's operational readiness for adopting AI-assisted workflow automation, provides development and implementation services, while our ModelSpend product provides the execution-control layer for AI-enabled software developers and service providers across the entire AI estate, without buying an enormous enterprise platform.
Twizu helps organisations move from AI concept to working capability.
We combine decades of enterprise systems experience, software engineering and practical digital delivery to turn AI opportunities into working systems — from initial assessment and architecture through to integration and deployment.
We combine decades of enterprise systems experience, practical digital delivery and modern software engineering to help businesses scope, build and deploy AI-powered tools, workflows and operational systems — moving AI beyond experimentation and into controlled operational use.
Twizu is an established, multi-generational tech partnership, bridging the gap between legacy systems and next-generation large language models, backed by 50+ years' of combined experience; from enterprise Oracle ERP systems consultancy, to robust B2B software engineering. As a leader in website development and custom software applications since Y2K, our experienced team can build your AI-powered workflow automation vision from concept to live launch in weeks, not months.
ModelSpend — AI operational control, engineered by Twizu
We turn AI ambition into operational capability
We turn operational intelligence into working capability and value through strategic assessment and implementation services.
Twizu helps organisations assess readiness, identify high-value opportunities, and implement the systems, controls and workflows needed to create measurable business value from AI. Our ModelSpend product provides a practical example of this approach — giving teams visibility, control and cost discipline across AI usage without forcing them into a heavy enterprise platform.
Twizu assesses the organisation's operational readiness for adopting AI-assisted workflow automation, provides development and implementation services, while our ModelSpend product provides the execution-control layer for AI-enabled software developers and service providers across the entire AI estate, without buying an enormous enterprise platform.
AI hype is everywhere.
Operational delivery is rarer.
Right now, businesses are being bombarded with AI hype by theorists who only started learning the technology yesterday.
Many firms are still learning AI in public. Our team has guided organisations through major technology shifts for decades — from enterprise ERP systems and process transformation to digital platforms and modern software delivery. Twizu approaches AI differently: through the lens of business process, security, infrastructure, cost control and measurable operational improvement.
But technology transitions aren't new. We've guided hundreds of organisations through the major tech shifts of the last thirty+ years, from the deployment of early hardware infrastructure before the Millennium, and enterprise Oracle ERP systems — to the birth of laptops, mobile phones, and the dawn of the internet in Y2K. We know that a successful AI implementation isn't about using flashy consumer apps or typing clever prompts. It is about data security, process infrastructure, and cost control.
We architect, build and deploy the systems behind AI operational intelligence.
AI Operational Intelligence is the visibility, control and operating discipline organisations need to adopt AI safely, manage it effectively and improve performance. When implementing AI at scale, one of the greatest challenges organisations face is unmanaged API costs, a lack of visibility and systems security. We built ModelSpend to solve this.
Because we are software engineers and builders first, we don't just hand you a an AI Readiness Report. We build enterprise-grade software to solve real-world problems at scale,
like our ModelSpend product dashboard seen here, designed to manage AI visibility and cost control. Every business requires a different approach; whether that means leveraging public models safely, deploying private infrastructure, or integrating custom middleware to meet your own unique needs.
Discover
Demystifying Corporate AI
45-minute interactive sessions for leadership teams and business communities. We cut through the hype, expose the risks of "Shadow AI" in your workflows, and identify true operational autonomous AI opportunities.
Define
The TWIZU AI Blueprint
A fixed-fee, deep-dive evaluation of your operational bottlenecks, data structures, and security perimeter. We deliver a risk-mitigation AI roadmap and a scoped architecture plan for immediate automation ROI.
Build
Production Engineering
We actually build and deploy the custom applications, automation workflows, or middleware pipelines identified in your TWIZU AI Blueprint. We take your project from a prototype pilot to full system integration and deployment.
With Twizu, you are working with a team that can advise, design and build systems.
Our objective is to identify the high-friction, high-cost bottlenecks where AI has a credible route to improving operational efficiency and delivering positive ROI; then build and deploy it, with all essential governance and guardrails. Every custom agentic workflow we build for your business is monitored by our proprietary governance layers, giving you total visibility over your spending and guardrails.
It's either a 2 or a 3-step process, depending on your AI operational intelligence readiness.
Discover
Demystifying Corporate AI
45-minute interactive sessions for leadership teams and business communities. We cut through the hype, expose the risks of "Shadow AI" in your workflows, and identify true operational autonomous AI opportunities.
Define
The TWIZU AI Blueprint
A fixed-fee, deep-dive evaluation of your operational bottlenecks, data structures, and security perimeter. We deliver a risk-mitigation AI roadmap and a scoped architecture plan for immediate automation ROI.
Build
Production Engineering
We actually build and deploy the custom applications, automation workflows, or middleware pipelines identified in your TWIZU AI Blueprint. We take your project from a prototype pilot to full system integration and deployment.
We don’t just consult on AI. We engineer the infrastructure that runs it, at scale.
One of the greatest challenges organisations face when implementing AI at scale, is unmanaged API costs. We built ModelSpend to solve this. ModelSpend gives organisations visibility into AI usage, control over costs and policies, and the ability to predict likely spend if current patterns continue — so they can act before overspend happens. While not every Twizu client needs a platform like ModelSpend, every client benefits from working with people who understand how to translate strategy into robust systems, secure workflows and measurable operational improvement.
But technology transitions aren't new. We've guided hundreds of organisations through the major tech shifts of the last thirty+ years, from the deployment of early hardware infrastructure before the Millennium, and enterprise Oracle ERP systems — to the birth of laptops, mobile phones, and the dawn of the internet in Y2K. We know that a successful AI implementation isn't about using flashy consumer apps or typing clever prompts. It is about data security, process infrastructure, and cost control.
Savings Identified ($18,920) Budget Remaining ($71,570) Policies Enforced
ModelSpend: by Twizu, provides AI visibility, control & optimisation.
ModelSpend is Twizu's AI operational intelligence and control platform, built for developers and corporate teams. Sitting between internal applications and major AI model providers, it routes model requests intelligently, before money is spent, tracks and controls cost, enforces policies and give teams visibility into what happened, afterwards.
ModelSpend not only controls and optimises AI requests before money is spent, inbuilt forecasting functionality gives organisations the ability to predict likely future API spend if current usage patterns continue unchanged, so action can be taken early before overspend happens.
Twizu assesses the organisation's operational readiness for adopting AI-assisted workflow automation, provides development and implementation services, while our ModelSpend product provides the execution-control layer for AI-enabled software developers and service providers across the entire AI estate, without buying an enormous enterprise platform.
We turn operational intelligence into working capability and value through strategic assessment and implementation services.
Backed by over two decades of web engineering, digital architecture, and corporate ERP marketing.
Backed by 26 years of web engineering, digital architecture, and corporate ERP marketing." We know how to integrate these new agentic workflows into legacy systems seamlessly.
We don’t just consult on AI. We engineer the infrastructure that runs it, at scale.
One of the greatest challenges organisations face when implementing AI at scale, is unmanaged API costs. We built ModelSpend to solve this. ModelSpend gives organisations visibility into AI usage, control over costs and policies, and the ability to predict likely spend if current patterns continue — so they can act before overspend happens. While not every Twizu client needs a platform like ModelSpend, every client benefits from working with people who understand how to translate strategy into robust systems, secure workflows and measurable operational improvement.
Book an AI Readiness Assessment and we'll help you to:
✓ Evaluate your business across 5 stages of AI-readiness
✓ Apply a framework to automate and modernise processes
✓ Infuse AI into key areas like marketing, HR, and supply chain
✓ Empower teams with low-code tools to scale innovation
Because we are software engineers and builders first, we don't just hand you a an AI Readiness Report. We build enterprise-grade software to solve real-world problems at scale,
like our ModelSpend product dashboard seen here, designed to manage AI visibility and cost control. Every business requires a different approach; whether that means leveraging public models safely, deploying private infrastructure, or integrating custom middleware to meet your own unique needs.
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