Twizu: The AI Operational Intelligence Company
Twizu is building the AI Operational Intelligence category — the intelligence, controls and operating practices organisations need to understand, manage and improve AI across their business.
Twizu: The AI Operational Intelligence Company
Twizu is building the AI Operational Intelligence category, the intelligence, controls and operating practices organisations need to understand, manage and improve AI across their business.
Twizu turns Operational Intelligence into working capability and value through strategic assessment, implementation services and ModelSpend
Twizu assesses the organisation's operational readiness for adopting AI-assisted workflow automation, and provides development implementation, while ModelSpend 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 Strategy & Execution
Assess your existing AI operation, identify worthwhile opportunities, build dependable AI-assisted workflow automations and control how production applications use AI.
- Operational assessment & audit
- Workflow opportunity analysis
- DWY & DFY implementation
- Continuing support
ModelSpend by Twizu
Control how production applications and agents use AI models through an independent gateway for routing, expenditure, policy and operational evidence with ModelSpend.
- Execution-time control
- Model and provider routing
- Cost and usage intelligence
- Governance and audit evidence
From Ambition to Operational Capability
AI Operational Intelligence Assessments identify workflow improvement opportunities, and whether existing AI initiatives deliver value
Practical AI Operational Adoption
As workplace AI adoption spreads, organisations accumulate models, agents, tools, subscriptions, workflows and code experiments faster than they can manage. Project ownership becomes unclear and costs harder to attribute, while leaders lose sight of what is working, what is creating risk, and whether genuine value is actually being delivered.
The AI Readiness Gap
Many organisations have access to AI. Fewer are understand how it works, and are ready to turn it into operational value.
Opportunity Cost -v- Risk
Improve visibility of expenditure, suppliers, access, data handling and operational dependencies, while controlling risk.
Automate Valuable Work
Connect AI with existing systems to reduce repetitive admin work, avoidable errors and delays, and track outcomes.
Practical Workplace AI Solutions
Twizu builds practical AI-assisted and agentic workflows that reduce manual work and improve operational efficiency
Plan & Prototype — Design & Build
We identify the tools, models, agents, subscriptions and workflows already in use, who owns them, where AI can create measurable value, where existing activity needs greater control, and where connected workflows can reduce cost, delay and operational friction. Begin with a focused audit, then a DWY or a DFY implementation programme.
Assess & Plan
Understand your systems, AI activity, costs, risks, workflows and opportunities. then develop a strategic implementation plan.
Prioritise & Prototype
Identify the changes most likely to produce operational or commercial value and build an initial Prompt Requirements Document PRD.
Implement & Monitor
Design & build the coded workflows, controls, integrations, apps or agentic processes. Monitor results, refine and extend what proves valuable..
ModelSpend is the independent AI gateway & execution control layer that sits between the applications and LLMs your developers already use
ModelSpend Operational Intelligence
ModelSpend provides the core operational intelligence that enables organisations to understand, govern and control AI cost, model economics and operational performance across providers and workflows. It turns a fast-growing, fragmented area of expenditure into something measurable and easier to manage, effectively and responsibly.
Control AI Spend
Real-time visibility, routing & savings across every call.
Track Every AI Call
See all usage costs and trends in real-time.
Set Guardrails
Enforce budgets, rate limits, and smart policies.
Automate Savings
Route to the best models, and cut waste instantly.
ModelSpend is the independent AI gateway and execution control layer that sits between the applications and the LLMs your developers already use
ModelSpend is Twizu's first AI Operational Intelligence product
ModelSpend is being developed to help organisations understand and control AI cost, usage, model choice economics and operational performance across providers and workflows.
It provides the core operational intelligence layer that enables organisations to adopt, govern and continuously improve AI with confidence.
Using AI Operational Intelligence, ModelSpend turns a fast-growing, fragmented area of expenditure into something visible, measurable and easier to manage effectively and responsibly.
Control AI Spend
Real-time visibility, routing, and savings across every call.
Track Every AI Call
See all usage costs and trends in real-time.
Set Guardrails
Enforce budgets, rate limits, and smart policies.
Automate Savings
Route to the best models, and cut waste instantly.
Assess, Design and Implement
AI Operational Intelligence Assessments identify AI workflow improvement opportunities and track whether existing AI initiatives are producing useful operational, customer or commercial outcomes.
Begin with a focused audit, a done-with-you programme or a complete done-for-you implementation programme, with continuing operational support. Twizu is the operational intelligence layer that enables organisations to adopt, govern and continuously improve their AI use with confidence.
Intelligent Workflow Automation
Practical AI Operational Intelligence
As workplace AI adoption spreads, organisations accumulate models, agents, tools, subscriptions, workflows and code experiments faster than they can manage. Project ownership becomes unclear and costs harder to attribute, while leaders lose sight of what is working, what is creating risk, and whether genuine value is actually being delivered.
AI Operational Intelligence Assessments provide the context and decision framework organisations need, to understand their existing operational environment:
- the tools, models, agents, subscriptions and workflows already in use
- where existing AI activity within the organisation needs greater control
- where using AI-assisted or agentic workflows can create worthwhile, measurable value.
Twizu helps organisations identify the tools, models, agents, subscriptions and workflows already in use across the AI estate, and who owns them.
First, we assess where AI assisted or fully agentic workflow automation can create measurable value, where existing AI activity needs greater control, and where connected workflows can reduce costs, delay and friction.
We then either deliver the workflow design to you for your own team to build, or alternatively Twizu can build and implement the automation for you.
Twizu helps organisations identify the tools, models, agents, subscriptions and workflows already in use across the AI estate, and who owns them.
First, we assess where AI assisted or fully agentic workflow automation can create measurable value, where existing AI activity needs greater control, and where connected workflows can reduce costs, delay and friction.
We then either deliver the workflow design to you for your own team to build, or alternatively Twizu can build and implement the automation for you.
The AI Readiness Opportunity Gap
Many organisations have access to AI. Fewer are understand how it works, and are ready to turn it into operational value.
Opportunity Cost & Vs Risk Cost
Improve visibility of expenditure, suppliers, access, data handling and operational dependencies, while controlling risk.
Automate Worthwhile Work
Connect AI with existing systems to reduce repetitive admin work, avoidable errors and delays, and track outcomes.
IT Troubleshooting
Manage software provisioning, execute triage actions and detect device anomalies.
Customer Support
Automated triage agents read customer messages, prioritise and reply to basic questions.
Email & Doc Triage
Parse inbound forms, invoices and email into structured DB fields with deterministic checks
Sales & Supply Chain
Qualify leads, sync CRM DB updates, monitor inventory and trigger reorders.
Finance & Security
Validate timesheets, conduct compliance document reviews, triage alerts and anomalies.
Human Resources
Screen resumes, coordinate interview calendars and new hire multi-system onboarding.
Market Research
Autonomous agents scan the internet, gather competitor data and report on findings.
Content Creation
Agents draft outlines, write, edit blog posts or marketing copy based on simple prompt.
Assess, Design and Implement
AI Operational Intelligence Assessments identify AI workflow improvement opportunities and track whether existing AI initiatives are producing useful operational, customer or commercial outcomes.
Intelligent Workflow Automation
Practical AI Operational Intelligence
Intelligent Workflow Automation
Practical AI Operational Intelligence
As workplace AI adoption spreads, organisations accumulate models, agents, tools, subscriptions, workflows and code experiments faster than they can manage. Project ownership becomes unclear and costs harder to attribute, while leaders lose sight of what is working, what is creating risk, and whether genuine value is actually being delivered.
AI Operational Intelligence Assessments provide the context and decision framework organisations need, to understand their operational environment and track whether existing AI initiatives are producing useful operational, customer or commercial outcomes:
- the tools, models, agents, subscriptions and workflows already in use
- where existing AI activity within the organisation needs greater control
- where using AI-assisted or agentic workflows can create worthwhile, measurable value.
Twizu helps organisations identify the tools, models, agents, subscriptions and workflows already in use across the AI estate, and who owns them.
First, we assess where AI assisted or fully agentic workflow automation can create measurable value, where existing AI activity needs greater control, and where connected workflows can reduce costs, delay and friction.
We then either deliver the workflow design to you for your own team to build, or alternatively Twizu can build and implement the automation for you.
The AI Readiness Opportunity Gap
Many organisations have access to AI. Fewer are understand how it works, and are ready to turn it into operational value.
Opportunity Cost & Vs Risk Cost
Improve visibility of expenditure, suppliers, access, data handling and operational dependencies, while controlling risk.
Automate Worthwhile Work
Connect AI with existing systems to reduce repetitive admin work, avoidable errors and delays, and track outcomes.
IT Troubleshooting
Manage software provisioning, execute triage actions and detect device anomalies.
Customer Support
Automated triage agents read customer messages, prioritise and reply to basic questions.
Email & Doc Triage
Parse inbound forms, invoices and email into structured DB fields with deterministic checks
Sales & Supply Chain
Qualify leads, sync CRM DB updates, monitor inventory and trigger reorders.
Finance & Security
Validate timesheets, conduct compliance document reviews, triage alerts and anomalies.
Human Resources
Screen resumes, coordinate interview calendars and new hire multi-system onboarding.
Market Research
Autonomous agents scan the internet, gather competitor data and report on findings.
Content Creation
Agents draft outlines, write, edit blog posts or marketing copy based on simple prompt.
We turn AI Operational Intelligence into working capability that creates value through AI strategy, operational audits, and agentic workflow automation builds, while our ModelSpend product controls AI usage, so you can operate AI across the estate, with confidence.
ModelSpend is a service-assisted, privacy-conscious execution-control layer for AI-enabled software development companies and service providers that need routing, spend control, policy and evidence without buying an enormous enterprise platform.
Intelligent Workflow Automation
From Ambition to Operational Capability
Twizu connects your business systems and information into practical AI-assisted and agentic workflow orchestrations, aimed at reducing manual work and improving operational efficiency.
Begin with a focused audit, a done-with-you programme or a complete done-for-you implementation programme, with continuing operational support. Twizu is the operational intelligence layer that enables organisations to adopt, govern and continuously improve their AI use with confidence.
Assess
Understand your systems, AI activity, costs, risks, workflows and opportunities.
Prioritise
Identify the changes most likely to produce operational or commercial value.
Implement
Design & build the workflows, controls, integrations, apps or agentic processes
Improve
Monitor results, refine the operation and extend what proves valuable.
ModelSpend by Twizu — AI Gateway and Execution Controlis the independent AI gateway and infrastructure abstraction layer that sits directly in the execution path, between the applications and the LLMs your developers use, applying routing, financial and governance controls for each routing request.
ModelSpend is a service-assisted, privacy-conscious execution-control layer for AI-enabled software development companies and service providers that need routing, spend control, policy and evidence across their entire AI estate, without buying an enormous enterprise platform.
ModelSpend is Twizu's first AI Operational Intelligence product
ModelSpend is being developed to help organisations understand and control AI cost, usage, model choice economics and operational performance across providers and workflows.
It provides the core operational intelligence layer that enables organisations to adopt, govern and continuously improve AI with confidence.
Using AI Operational Intelligence, ModelSpend turns a fast-growing, fragmented area of expenditure into something visible, measurable and easier to manage effectively and responsibly.
Control AI Spend
Real-time visibility, routing, and savings across every call.
Track Every AI Call
See all usage costs and trends in real-time.
Set Guardrails
Enforce budgets, rate limits, and smart policies.
Automate Savings
Route to the best models, and cut waste instantly.
Why Twizu?
Most organisations don't need another AI model.
They Need an Operating Layer!
Most organisations don't need more AI tools, they need practical guidance on how to use them safely, where AI can save time, improve customer experience, and grow revenue, without adding unnecessary complexity, or risk. We help organisations decide what deserves attention, build what is useful and improve what works.
1. Assess
Understand your systems, AI activity, costs, risks, workflows and opportunities.
2. Prioritise
Identify the changes most likely to produce operational or commercial value.
3. Implement
Design & build the workflows, controls, integrations, apps or agentic processes.
4. Improve
Monitor results, refine the operation and extend what proves valuable.
Why Twizu
Most organisations don't need another AI model. They need practical guidance on how to use them safely. They need an Operating Layer!
Strategy & implementation — Connected By Design
Twizu offers both independent operational assessment, proprietary software and practical implementation. We help organisations decide what deserves attention, improve what works, build what is useful, saves time, improves customer experience, and grows revenue, without adding unnecessary complexity, or risk. We start with a commercial & operational needs audit, not with a predetermined model, platform or technology.
Business + Process-led
ModelSpend demonstrates our commitment to building repeatable technology and intellectual property, not relying solely on consultancy.
Provider Independent
We assess models, tools and providers according to suitability, cost, performance and risk—not supplier allegiance.
Implementation Capable
We can move from analysis and recommendations into working workflows, applications, integrations and controls.
AI may be moving fast, but building dependable business systems is not new
The category we operate in is new, but the experience behind Twizu is not. Its foundations include two decades working with complex enterprise and Oracle-based business systems, followed by 26 years with our 1LG Digital web developer hat on, helping organisations improve their online presence and tech stack more effectively.
Today, that experience is being applied to AI Operational Intelligence and the practical implementation of AI-assisted and agentic workflow automation.
20 Years
Enterprise software and complex business systems consultancy.
26 Years
Custom-built websites, digital marketing and digital delivery.
Business First
Technology judged by the business outcomes it produces.
Find out what your organisation is using, what it is costing and where AI could work better
AI Strategy and Operational Audits
Understand your existing AI environment, where it creates value and where not.
- Inventory tools, models, agents and workflows
- Assess cost, ownership, performance and risk
- Prioritise practical improvements and investments
ModelSpend Execution Control — by Twizu
Bring AI cost, usage and model economics into one clearer operational view.
- Compare model and provider economics
- Understand usage and improve spend visibility
- Support better model, routing and control decisions
AI Workflow Automation Design and Build
Turn repetitive, disconnected work into dependable AI-assisted processes.
- Connect AI with existing systems and information
- Reduce manual work, delays and avoidable errors
- Build practical agents and human-approved workflows
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AI Strategy and Operational Audits
Understand your existing AI environment, where it creates value and where not.
- Inventory tools, models, agents and workflows
- Assess cost, ownership, performance and risk
- Prioritise practical improvements and investments
AI Strategy and Operational Audits
Understand your existing AI environment, where it creates value and where not.
- Inventory tools, models, agents and workflows
- Assess cost, ownership, performance and risk
- Prioritise practical improvements and investments