AI tokens explained: understand usage and stop bill shock
Understand AI input and output tokens, see a worked cost example and learn how budgets, model routing and private AI put you in control of spend.
Read the guide →
Resources
Practical guides to better connectivity, private AI and infrastructure you control. Understand the options and the value they can bring to your operation.

AI without the jargon
Tokens, models, business knowledge and deployment choices—explained in practical terms.
Understand AI input and output tokens, see a worked cost example and learn how budgets, model routing and private AI put you in control of spend.
Read the guide →A practical guide to large and small language models, reasoning, multimodal AI and open weights. Match capability, privacy and cost to real business work.
Read the guide →Learn how retrieval-augmented generation connects AI to company documents, how it differs from training and what it means for permissions and useful answers.
Read the guide →Compare private, hosted and hybrid AI for data privacy, latency, cost and resilience. Understand what runs locally and where external dependencies remain.
Read the guide →Release time spent searching, drafting and processing documents with AI connected to your approved business information.
Keep the model and its knowledge on your infrastructure, with access and workflow integration managed around your organisation.
Explore the service →Run applications and AI on infrastructure you control, with capacity and recovery built around your operation.
Reduce external hosting dependence and gain a clearer view of the investment, running cost and support behind the service.
Explore the service →Reduce duplicate administration and avoidable subscriptions by connecting the applications your teams use.
We help build the business case and manage migration, integration and support, giving you greater control of data and future choices.
Explore the service →